@article{hornik:Hornik:2024a,
author = {Kurt Hornik},
title = {Two Monotonicity Results for Beta Distribution
Functions},
journal = {Entropy},
year = 2024,
volume = 26,
number = 11,
pages = 938,
doi = {10.3390/e26110938}
}
@article{hornik:Sablica+Hornik+Leydold:2024,
author = {Lukas Sablica and Kurt Hornik and Josef Leydold},
title = {Efficient Sampling From the {Watson} Distribution in
Arbitrary Dimensions},
journal = {Journal of Computational and Graphical Statistics},
year = 2024,
doi = {10.1080/10618600.2024.2416521}
}
@article{hornik:Hornik+Gruen:2024,
author = {Kurt Hornik and Bettina Gr{\"u}n},
title = {Generalized {Amos}-Type Bounds for Modified {Bessel}
Function Ratios},
journal = {Mathematical Inequalities \& Applications},
year = 2024,
volume = 27,
number = 4,
pages = {775--787},
doi = {10.7153/mia-2024-27-55}
}
@article{hornik:Sablica+Hornik:2024,
author = {Lukas Sablica and Kurt Hornik},
title = {Family of Integrable Bounds for the Logarithmic
Derivative of {Kummer}'s Function},
journal = {Journal of Mathematical Analysis and Applications},
year = 2024,
doi = {10.1016/j.jmaa.2024.128262}
}
@article{hornik:Schwendinger+Vana+Hornik:2024,
author = {Florian Schwendinger and Laura Vana and Kurt Hornik},
title = {Readability prediction: How many features are
necessary?},
journal = {Annals of Applied Statistics},
year = 2024,
volume = 18,
issue = 2,
pages = {1010--1034},
doi = {10.1214/23-AOAS1820}
}
@article{hornik:Sablica+Hornik+Leydold:2023,
author = {Lukas Sablica and Kurt Hornik and Josef Leydold},
title = {Efficient Sampling from the {PKBD} Distribution},
journal = {Electronic Journal of Statistics},
year = 2023,
volume = 17,
issue = 2,
pages = {2180--2209},
doi = {10.1214/23-EJS2149}
}
@article{hornik:Rusch+Mair+Hornik:2023,
author = {Rusch, Thomas and Mair, Patrick and Hornik, Kurt},
title = {Structure-Based Hyperparameter Selection with Bayesian
Optimization in Multidimensional Scaling},
year = 2023,
volume = 33,
journal = {Statistics and Computing},
doi = {10.1007/s11222-022-10197-w}
}
@article{hornik:Hirk+Vana+Hornik:2022,
author = {Rainer Hirk and Laura Vana and Kurt Hornik},
title = {A Corporate Credit Rating Model with Autoregressive
Errors},
journal = {Journal of Empirical Finance},
year = 2022,
volume = 69,
pages = {224--240},
doi = {10.1016/j.jempfin.2022.09.002}
}
@article{hornik:Amon+Hornik:2022,
author = {Julian Amon and Kurt Hornik},
title = {Is it All Bafflegab? - Linguistic and Meta
Characteristics of Research Articles in Prestigious
Economics Journals},
journal = {Journal of Informetrics},
year = 2022,
volume = 16,
number = 2,
doi = {10.1016/j.joi.2022.101284}
}
@article{hornik:Sablica+Hornik:2022a,
author = {Lukas Sablica and Kurt Hornik},
title = {On Bounds for {Kummer}'s Function Ratio},
journal = {Mathematics of Computation},
year = 2022,
volume = 91,
pages = {887--907},
doi = {10.1090/mcom/3690}
}
@article{hornik:Vana+Hornik:2021,
author = {Laura Vana and Kurt Hornik},
title = {Dynamic Modeling of Corporate Credit Ratings and
Defaults},
journal = {Statistical Modelling},
volume = 23,
issue = 4,
pages = {357--375},
year = 2021,
doi = {10.1177/1471082X211057610}
}
@article{hornik:Schwendinger+Gruen+Hornik:2021,
author = {Florian Schwendinger and Bettina Gr{\"u}n and Kurt
Hornik},
title = {A Comparison of Optimization Solvers for Log Binomial
Regression Including Conic Programming},
journal = {Computational Statistics},
year = 2021,
volume = 36,
pages = {1721--1754},
doi = {10.1007/s00180-021-01084-5}
}
@article{hornik:Rusch+Mair+Hornik:2021,
author = {Thomas Rusch and Patrick Mair and Kurt Hornik},
title = {Cluster Optimized Proximity Scaling},
journal = {Journal of Computational and Graphical Statistics},
year = 2021,
volume = 30,
number = 4,
pages = {1156--1167},
doi = {10.1080/10618600.2020.1869027}
}
@article{hornik:Hirk+Vana+Hornik:2021,
author = {Rainer Hirk and Laura Vana and Stefan Pichler and Kurt
Hornik},
title = {A Joint Model of Failures and Credit Ratings},
journal = {Journal of Credit Risk},
year = 2021,
volume = 17,
number = 1,
pages = {61--88},
doi = {10.21314/JCR.2020.264}
}
@article{JSSv096i01,
author = {Achim Zeileis and Jason C. Fisher and Kurt Hornik and
Ross Ihaka and Claire D. McWhite and Paul Murrell and
Reto Stauffer and Claus O. Wilke},
title = {colorspace: A Toolbox for Manipulating and Assessing
Colors and Palettes},
journal = {Journal of Statistical Software},
volume = 96,
number = 1,
year = 2020,
keywords = {color; palette; HCL; RGB; hue; color vision
deficiency; R},
abstract = {The R package colorspace provides a flexible toolbox
for selecting individual colors or color palettes,
manipulating these colors, and employing them in
statistical graphics and data visualizations. In
particular, the package provides a broad range of
color palettes based on the HCL (hue-chroma-luminance)
color space. The three HCL dimensions have been shown
to match those of the human visual system very well,
thus facilitating intuitive selection of color
palettes through trajectories in this space. Using the
HCL color model, general strategies for three types of
palettes are implemented: (1) Qualitative for coding
categorical information, i.e., where no particular
ordering of categories is available. (2) Sequential
for coding ordered/numeric information, i.e., going
from high to low (or vice versa). (3) Diverging for
coding ordered/numeric information around a central
neutral value, i.e., where colors diverge from neutral
to two extremes. To aid selection and application of
these palettes, the package also contains scales for
use with ggplot2, shiny and tcltk apps for interactive
exploration, visualizations of palette properties,
accompanying manipulation utilities (like desaturation
and lighten/darken), and emulation of color vision
deficiencies. The shiny apps are also hosted online at
http://hclwizard.org/.},
issn = {1548-7660},
pages = {1--49},
doi = {10.18637/jss.v096.i01},
url = {https://www.jstatsoft.org/v096/i01}
}
@article{hornik:Theussl+Schwendinger+Hornik:2020,
author = {Stefan Theu{\ss}l and Florian Schwendinger and Kurt
Hornik},
title = {{ROI}: An Extensible {R} Optimization Infrastructure},
journal = {Journal of Statistical Software},
volume = 94,
number = 15,
year = 2020,
keywords = {optimization; mathematical programming; linear
programming; quadratic programming; convex
programming; nonlinear programming; mixed integer
programming; R},
abstract = {Optimization plays an important role in many methods
routinely used in statistics, machine learning and
data science. Often, implementations of these methods
rely on highly specialized optimization algorithms,
designed to be only applicable within a specific
application. However, in many instances recent
advances, in particular in the field of convex
optimization, make it possible to conveniently and
straightforwardly use modern solvers instead with the
advantage of enabling broader usage scenarios and thus
promoting reusability. This paper introduces the R
optimization infrastructure ROI which provides an
extensible infrastructure to model linear, quadratic,
conic and general nonlinear optimization problems in a
consistent way. Furthermore, the infrastructure
administers many different solvers, reformulations,
problem collections and functions to read and write
optimization problems in various formats.},
issn = {1548-7660},
pages = {1--64},
doi = {10.18637/jss.v094.i15},
url = {https://www.jstatsoft.org/v094/i15}
}
@article{hornik:Hirk+Hornik+Vana:2020,
author = {Rainer Hirk and Kurt Hornik and Laura Vana},
title = {mvord: An {R} Package for Fitting Multivariate Ordinal
Regression Models},
journal = {Journal of Statistical Software},
volume = 93,
number = 4,
year = 2020,
keywords = {composite likelihood estimation; correlated ordinal
data; multivariate ordinal logit regression model;
multivariate ordinal probit regression model; R},
abstract = {The R package mvord implements composite likelihood
estimation in the class of multivariate ordinal
regression models with a multivariate probit and a
multivariate logit link. A flexible modeling framework
for multiple ordinal measurements on the same subject
is set up, which takes into consideration the
dependence among the multiple observations by
employing different error structures. Heterogeneity in
the error structure across the subjects can be
accounted for by the package, which allows for
covariate dependent error structures. In addition,
different regression coefficients and threshold
parameters for each response are supported. If a
reduction of the parameter space is desired,
constraints on the threshold as well as on the
regression coefficients can be specified by the
user. The proposed multivariate framework is
illustrated by means of a credit risk application.},
issn = {1548-7660},
pages = {1--41},
doi = {10.18637/jss.v093.i04},
url = {https://www.jstatsoft.org/v093/i04}
}
@article{hornik:Bachhofner+Loghin+Otepka:2020,
author = {Stefan Bachhofner and Ana-Maria Loghin and Johannes
Otepka and Norbert Pfeifer and Michael Hornacek and
Andrea Siposova and Niklas Schmidinger and Kurt Hornik
and Nikolaus Schiller and Olaf K\"ahler and Ronald
Hochreiter},
title = {Generalized Sparse Convolutional Neural Networks for
Semantic Segmentation of Point Clouds Derived from
Tri-Stereo Satellite Imagery},
journal = {Remote Sensing},
year = 2020,
volume = 12,
number = 8,
doi = {10.3390/rs12081289},
url = {https://www.mdpi.com/2072-4292/12/8/1289}
}
@article{hornik:Sablica+Hornik:2020,
author = {Lukas Sablica and Kurt Hornik},
title = {{mistr}: A Computational Framework for Mixture and
Composite Distributions},
journal = {The R Journal},
year = 2020,
doi = {10.32614/RJ-2020-003},
pages = {283--299},
volume = 12,
number = 1
}
@techreport{hornik:Zeileis+Fisher+Hornik:2019a,
title = {{colorspace}: A Toolbox for Manipulating and Assessing
Colors and Palettes},
author = {Achim Zeileis and Jason C. Fisher and Kurt Hornik and
Ross Ihaka and Claire D. McWhite and Paul Murrell and
Reto Stauffer and Claus O. Wilke},
institution = {arXiv.org E-Print Archive},
year = 2019,
type = {arXiv},
number = {1903.06490},
month = {March},
url = {http://arxiv.org/abs/1903.06490}
}
@article{hornik:Hirk+Hornik+Vana:2019,
author = {Rainer Hirk and Kurt Hornik and Laura Vana},
title = {Multivariate Ordinal Regression Models: An Analysis of
Corporate Credit Ratings},
journal = {Statistical Methods \& Applications},
year = 2019,
volume = 28,
pages = {507--539},
doi = {10.1007/s10260-018-00437-7}
}
@article{hornik:Vana+Hofmarcher+Gruen:2018,
author = {Laura Vana and Paul Hofmarcher and Bettina Gr\"un and
Kurt Hornik},
title = {Identifying Key Factors in Accounting-Based Models of
Credit Risk Based On a Predictive Model Averaging
Approach},
journal = {Advances in Quantitative Analysis of Finance and
Accounting},
year = 2018,
volume = 16,
pages = {117--146},
doi = {10.6293/AQAFA.201812_16.0004}
}
@article{hornik:Philipp+Rusch+Hornik:2018,
author = {Michel Philipp and Thomas Rusch and Kurt Hornik and
Carolin Strobl},
title = {Measuring the Stability of Results from Supervised
Statistical Learning},
journal = {Journal of Computational and Graphical Statistics},
year = 2018,
volume = 27,
number = 4,
pages = {685--700},
doi = {10.1080/10618600.2018.1473779}
}
@article{hornik:Rusch+Hornik+Mair:2018,
author = {Rusch, Thomas and Hornik, Kurt and Mair, Patrick},
title = {Assessing and Quantifying Clusteredness: The {OPTICS}
Cordillera},
journal = {Journal of Computational and Graphical Statistics},
year = 2018,
volume = 27,
number = 1,
pages = {220--233},
doi = {10.1080/10618600.2017.1349664}
}
@techreport{hornik:Theussl+Schwendinger+Hornik:2017,
author = {Stefan Theu{\ss}l and Florian Schwendinger and Kurt
Hornik},
title = {{ROI}: The {R} Optimization Infrastructure Package},
institution = {Institute for Statistics and Mathematics, WU
Wirtschaftsuniversit\"at Wien, Research Report Series},
year = 2017,
type = {Report},
number = 133,
month = {November},
url = {http://epub.wu.ac.at/id/eprint/5858}
}
@techreport{hornik:Hirk+Hornik+Vana:2017a,
author = {Rainer Hirk and Kurt Hornik and Laura Vana},
title = {Multivariate Ordinal Regression Models: An Analysis of
Corporate Credit Ratings},
institution = {Institute for Statistics and Mathematics, WU
Wirtschaftsuniversit\"at Wien, Research Report Series},
year = 2017,
type = {Report},
number = 132,
month = {January},
url = {http://epub.wu.ac.at/id/eprint/5389}
}
@techreport{hornik:Philipp+Rusch+Hornik:2017,
author = {Michel Philipp and Thomas Rusch and Kurt Hornik and
Carolin Strobl},
title = {Measuring the Stability of Results from Supervised
Statistical Learning},
institution = {WU Vienna University of Economics and Business},
number = 131,
month = {January},
address = {Vienna},
type = {Research Report Series / Department of Statistics and
Mathematics},
year = 2017,
url = {http://epub.wu.ac.at/id/eprint/5398}
}
@article{hornik:Hofert+Hornik:2016,
author = {Marius Hofert and Kurt Hornik},
journal = {Linux Journal},
title = {How We \textsf{R} on {Android}},
volume = 6,
pages = {90--121},
year = 2016
}
@techreport{hornik:Zeileis+Leitner+Hornik:2016,
author = {Achim Zeileis and Christoph Leitner and Kurt Hornik},
title = {Predictive Bookmaker Consensus Model for the {UEFA
Euro 2016}},
institution = {Working Papers in Economics and Statistics, Research
Platform Empirical and Experimental Economics,
Universit\"at Innsbruck},
year = 2016,
type = {Working Paper},
number = {2016-15},
month = {May},
url = {http://EconPapers.repec.org/RePEc:inn:wpaper:2016-15}
}
@article{hornik:Reutterer+Hornik+March:2016,
author = {Thomas Reutterer and Kurt Hornik and Nicolas March and
Kathrin Gruber},
title = {A Data Mining Framework for Targeted Category
Promotions},
journal = {Journal of Business Economics},
year = 2016,
doi = {10.1007/s11573-016-0823-7}
}
@techreport{hornik:Rusch+Hornik+Mair:2016a,
author = {Rusch, Thomas and Hornik, Kurt and Mair, Patrick},
title = {Assessing and Quantifying Clusteredness: The {OPTICS}
Cordillera},
year = 2016,
institution = {Discussion Paper Series, Center for Empirical Research
Methods, WU (Vienna University of Economics and
Business)},
type = {Paper},
number = {2016/1},
month = {January},
url = {http://epub.wu.ac.at/id/eprint/4789}
}
@article{hornik:Vana+Hochreiter+Hornik:2015,
author = {Laura Vana and Ronald Hochreiter and Kurt Hornik},
title = {Computing a Journal Meta-Ranking Using Paired
Comparisons and Adaptive {LASSO} Estimators},
journal = {Scientometrics},
year = 2015,
volume = 106,
number = 1,
pages = {229--251},
doi = {10.1007/s11192-015-1772-6}
}
@article{hornik:Mair+Hofmann+Gruber:2015,
author = {Patrick Mair and Hofmann and Kathrin Gruber and
Reinhold Hatzinger and Achim Zeileis and Kurt Hornik},
title = {Motivation, Values, and Work Design as Drivers of
Participation in the {R} Open Source Project for
Statistical Computing},
journal = {Proceedings of the National Academy of Sciences of the
United States of America},
year = 2015,
volume = 112,
number = 48,
pages = {14788--14792},
doi = {10.1073/pnas.1506047112}
}
@techreport{hornik:Rusch+Mair+Hornik:2015a,
author = {Rusch, Thomas and Mair, Patrick and Hornik, Kurt},
title = {{COPS}: Cluster Optimized Proximity Scaling},
year = 2015,
institution = {Discussion Paper Series, Center for Empirical Research
Methods, WU (Vienna University of Economics and
Business)},
type = {Paper},
number = {2015/1},
month = {February},
url = {http://epub.wu.ac.at/id/eprint/4888}
}
@article{hornik:Hofmarcher+Cuaresma+Gruen:2015,
author = {Paul Hofmarcher and Jes{\'u}s Crespo Cuaresma and
Bettina Gr{\"u}n and Kurt Hornik},
title = {Last Night a Shrinkage Saved My Life: Economic Growth,
Model Uncertainty and Correlated Regressors},
journal = {Journal of Forecasting},
year = 2015,
volume = 34,
pages = {133--144},
doi = {10.1002/for.2328}
}
@article{Mair+Rusch+Hornik:2014,
title = {The {Grand Old Party} --- A Party of Values?},
author = {Patrick Mair and Thomas Rusch and Kurt Hornik},
year = 2014,
journal = {SpringerPlus},
volume = 3,
pages = 697,
doi = {10.1186/2193-1801-3-697}
}
@article{hornik:Hornik+Gruen:2014c,
author = {Kurt Hornik and Bettina Gr{\"u}n},
title = {On Maximum Likelihood Estimation of the Concentration
Parameter of von {M}ises-{F}isher Distributions},
journal = {Computational Statistics},
year = 2014,
volume = 29,
number = 5,
pages = {945--957},
doi = {10.1007/s00180-013-0471-0}
}
@article{hornik:Hornik+Gruen:2014b,
author = {Kurt Hornik and Bettina Gr{\"u}n},
title = {{movMF}: An {R} Package for Fitting Mixtures of von
{M}ises-{F}isher Distributions},
journal = {Journal of Statistical Software},
year = 2014,
volume = 58,
number = 10,
pages = {1--31},
url = {http://www.jstatsoft.org/v58/i10/},
doi = {10.18637/jss.v058.i10}
}
@techreport{hornik:Zeileis+Leitner+Hornik:2014,
author = {Achim Zeileis and Christoph Leitner and Kurt Hornik},
title = {Home Victory for {B}razil in the 2014 {FIFA} {W}orld
{C}up},
institution = {Working Papers in Economics and Statistics, Research
Platform Empirical and Experimental Economics,
Universit\"at Innsbruck},
year = 2014,
type = {Working Paper},
number = {2014-17},
month = {May},
url = {http://EconPapers.RePEc.org/RePEc:inn:wpaper:2014-17}
}
@techreport{hornik:Mair+Hofmann+Gruber:2014,
author = {Patrick Mair and Eva Hofmann and Kathrin Gruber and
Reinhold Hatzinger and Achim Zeileis and Kurt Hornik},
title = {Motives for Participation in Open-Source Software
Projects: A Survey among {R} Package Authors},
institution = {Institute for Statistics and Mathematics, WU
Wirtschaftsuniversit\"at Wien, Research Report Series},
year = 2014,
type = {Report},
number = 126,
month = {April},
url = {http://epub.wu.ac.at/id/eprint/4135}
}
@article{hornik:Theussl+Reutterer+Hornik:2014,
author = {Stefan Theu\ss{}l and Thomas Reutterer and Kurt
Hornik},
title = {How to Derive Consensus Among Various Marketing
Journal Rankings},
journal = {Journal of Business Research},
year = 2014,
volume = 67,
number = 5,
pages = {998 - 1006},
issn = {0148-2963},
doi = {10.1016/j.jbusres.2013.08.006},
url = {http://www.sciencedirect.com/science/article/pii/S0148296313003032}
}
@incollection{hornik:Rusch+Mair+Hornik:2014a,
author = {Thomas Rusch and Patrick Mair and Kurt Hornik},
title = {Republican Mantras},
booktitle = {{Insight 2014 -- wissenschaftliche Daten in
aesthetischer Illustration}},
series = {{UMIT}-Lecture Notes in Biomedical Computer Science
and Mechatronics},
year = 2014,
publisher = {{UMIT}},
address = {Hall in Tirol, Austria},
editors = {Rienm{\"u}ller, Theresa and Brandst{\"o}tter, Mathias},
volume = 3,
pages = {45--46}
}
@incollection{hornik:Ponweiser+Gruen+Hornik:2014,
author = {Martin Ponweiser and Bettina Gr{\"u}n and Kurt Hornik},
title = {Finding Scientific Topics Revisited},
booktitle = {Advances in Latent Variables: Methods, Models and
Applications},
editor = {Maurizio Carpita and Eugenio Brentari and El Mostafa
Qannari},
publisher = {Springer Berlin Heidelberg},
year = 2014,
pages = {1--8},
series = {Studies in Theoretical and Applied Statistics},
doi = {10.1007/10104_2014_11}
}
@article{hornik:Hornik+Gruen:2014a,
author = {Kurt Hornik and Bettina Gr{\"u}n},
title = {On Standard Conjugate Families for Natural Exponential
Families With Bounded Natural Parameter Space},
journal = {Journal of Multivariate Analysis},
year = 2014,
volume = 126,
month = apr,
pages = {14--24},
doi = {10.1016/j.jmva.2014.01.003}
}
@article{hornik:Hofmarcher+Kerbl+Gruen:2014,
author = {Paul Hofmarcher and Stefan Kerbl and Bettina Gr{\"u}n
and Michael Sigmund and Kurt Hornik},
title = {Model Uncertainty and Aggregated Default
Probabilities: New Evidence from {A}ustria},
journal = {Applied Economics},
year = 2014,
volume = 46,
number = 8,
pages = {871--879},
doi = {10.1080/00036846.2013.859378}
}
@article{hornik:Boehm+Hornik:2014,
author = {Walter B{\"o}hm and Kurt Hornik},
title = {Generating Random Correlation Matrices by the Simple
Rejection Method: Why It Does Not Work},
journal = {Statistics and Probability Letters},
year = 2014,
volume = 87,
pages = {27--30},
issn = {0167-7152},
doi = {10.1016/j.spl.2013.12.012},
url = {http://www.sciencedirect.com/science/article/pii/S0167715213004112}
}
@article{hornik:Bohn+Buchta+Hornik:2014,
title = {Making Friends and Communicating on {Facebook}:
Implications for Social Capital},
author = {Angela Bohn and Christian Buchta and Kurt Hornik and
Patrick Mair},
journal = {Social Networks},
publisher = {Elsevier},
year = 2014,
volume = 37,
number = 0,
pages = {29--41},
issn = {0378-8733},
doi = {10.1016/j.socnet.2013.11.003},
url = {http://www.sciencedirect.com/science/article/pii/S0378873313001020}
}
@inproceedings{hornik:Hofmarcher+Gruen+Hornik:2013,
author = {Paul Hofmarcher and Bettina Gr{\"u}n and Kurt Hornik
and Patrick Mair},
title = {Determining the Similarity Between {US} Cities Using a
Gravity Model for Search Engine Query Data},
booktitle = {Algorithms from and for Nature and Life -- Studies in
Classification, Data Analysis, and Knowledge
Organization},
pages = {243--250},
year = 2013,
editor = {Lausen, Berthold and Van den Poel, Dirk and Ultsch,
Alfred},
publisher = {Springer}
}
@article{hornik:Hornik+Gruen:2013b,
author = {Kurt Hornik and Bettina Gr{\"u}n},
title = {Amos-Type Bounds for Modified {Bessel} Function
Ratios},
journal = {Journal of Mathematical Analysis and Applications},
year = 2013,
volume = 408,
number = 1,
pages = {91--101},
month = dec,
doi = {10.1016/j.jmaa.2013.05.070}
}
@article{hornik:Rusch+Lee+Hornik:2013,
author = {Thomas Rusch and Ilro Lee and Kurt Hornik and Wolfgang
Jank and Achim Zeileis},
title = {Influencing Elections with Statistics: Targeting
Voters with Logistic Regression Trees},
journal = {The Annals of Applied Statistics},
year = 2013,
volume = 7,
number = 3,
pages = {1612--1639},
doi = {10.1214/13-AOAS648}
}
@article{hornik:Hornik+Mair+Rauch:2013,
title = {The {textcat} Package for $n$-Gram Based Text
Categorization in {R}},
author = {Kurt Hornik and Patrick Mair and Johannes Rauch and
Wilhelm Geiger and Christian Buchta and Ingo Feinerer},
journal = {Journal of Statistical Software},
year = 2013,
volume = 52,
number = 6,
pages = {1--17},
url = {http://www.jstatsoft.org/v52/i06/},
doi = {10.18637/jss.v052.i06}
}
@article{hornik:Hofmarcher+Hornik:2013,
author = {Paul Hofmarcher and Kurt Hornik},
title = {First Significant Digits and the Credit Derivative
Market during the Financial Crisis},
journal = {Contemporary Economics},
year = 2013,
volume = 7,
number = 2,
pages = {21--29},
doi = {10.5709/ce.1897-9254.80}
}
@article{hornik:Rusch+Hofmarcher+Hatzinger:2013,
author = {Thomas Rusch and Paul Hofmarcher and Reinhold
Hatzinger and Kurt Hornik},
title = {Model Trees with Topic Model Pre-processing: An
Approach for Data Journalism Illustrated with the
{Wikileaks} {Afghanistan} War Logs},
journal = {Annals of Applied Statistics},
year = 2013,
volume = 7,
number = 2,
pages = {613--639},
doi = {10.1214/12-AOAS618},
arxiv = {1312.1548}
}
@article{hornik:Gruen+Hofmarcher+Hornik:2013,
author = {Bettina Gr\"un and Paul Hofmarcher and Kurt Hornik and
Christoph Leitner and Stefan Pichler},
title = {Deriving Consensus Ratings of the Big Three Rating
Agencies},
journal = {Journal of Credit Risk},
year = 2013,
volume = 9,
number = 1,
pages = {75--98},
doi = {10.21314/JCR.2013.156}
}
@article{hornik:Hornik+Gruen:2013a,
author = {Kurt Hornik and Bettina Gr\"un},
title = {On Conjugate Families and {J}effreys Priors for von
{M}ises-{F}isher Distributions},
journal = {Journal of Statistical Planning and Inference},
year = 2013,
volume = 143,
number = 5,
month = may,
pages = {992--999},
doi = {10.1016/j.jspi.2012.11.003},
file = {Hornik+Gruen_j=JSPI_y=2013.pdf}
}
@article{hornik:Theussl+Feinerer+Hornik:2012a,
author = {Stefan Theu{\ss}l and Ingo Feinerer and Kurt Hornik},
title = {A tm Plug-in for Distributed Text Mining in {R}},
journal = {Journal of Statistical Software},
year = 2012,
volume = 51,
number = 5,
pages = {1--31},
url = {http://www.jstatsoft.org/v51/i05/},
doi = {10.18637/jss.v051.i05}
}
@techreport{hornik:Hornik+Gruen:2012b,
author = {Kurt Hornik and Bettina Gr\"un},
title = {On Maximum Likelihood Estimation of the Concentration
Parameter of von {M}ises-{F}isher Distributions},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2012,
type = {Report},
number = 120,
month = oct,
url = {http://epub.wu.ac.at/id/eprint/3669},
file = {Hornik+Grün_i=epub_3669.pdf}
}
@article{hornik:Hornik+Feinerer+Kober:2012,
title = {Spherical $k$-Means Clustering},
author = {Kurt Hornik and Ingo Feinerer and Martin Kober and
Christian Buchta},
journal = {Journal of Statistical Software},
year = 2012,
volume = 50,
number = 10,
pages = {1--22},
url = {http://www.jstatsoft.org/v50/i10/},
doi = {10.18637/jss.v050.i10}
}
@techreport{hornik:Zeileis+Leitner+Hornik:2012a,
author = {Achim Zeileis and Christoph Leitner and Kurt Hornik},
title = {History Repeating: {S}pain Beats {G}ermany in the
{EURO} 2012 Final},
institution = {Working Papers in Economics and Statistics, Research
Platform Empirical and Experimental Economics,
Universit\"at Innsbruck},
year = 2012,
type = {Working Paper},
number = {2012-09},
month = {May},
url = {http://EconPapers.RePEc.org/RePEc:inn:wpaper:2012-09}
}
@article{hornik:Hornik+Murdoch+Zeileis:2012a,
author = {Kurt Hornik and Duncan Murdoch and Achim Zeileis},
title = {Who Did What? The Roles of {R} Package Authors and How
to Refer to Them},
journal = {The R Journal},
year = 2012,
volume = 4,
number = 1,
pages = {64--69},
month = {June},
url = {http://journal.r-project.org/archive/2012-1/RJournal_2012-1_Hornik~et~al.pdf}
}
@article{hornik:Gruen+Hornik:2012a,
title = {Modelling Human Immunodeficiency Virus Ribonucleic
Acid Levels with Finite Mixtures for Censored
Longitudinal Data},
author = {Bettina Gr{\"u}n and Kurt Hornik},
journal = {Journal of the Royal Statistical Society: Series C
(Applied Statistics)},
volume = 61,
number = 2,
month = {March},
pages = {201--218},
year = 2012,
doi = {10.1111/j.1467-9876.2011.01007.x},
file = {Grün+Hornik_j=JRSSC_y=2012.pdf}
}
@techreport{hornik:Rusch+Lee+Hornik:2012,
author = {Thomas Rusch and Ilro Lee and Kurt Hornik and Wolfgang
Jank and Achim Zeileis},
title = {Influencing Elections with Statistics: Targeting
Voters with Logistic Regression Trees},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2012,
type = {Report},
number = 117,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/3458}
}
@article{hornik:Hornik:2012b,
author = {Kurt Hornik},
title = {The {Comprehensive R Archive Network}},
journal = {Wiley Interdisciplinary Reviews: Computational
Statistics},
year = 2012,
volume = 4,
number = 4,
pages = {394--398},
doi = {10.1002/wics.1212}
}
@article{hornik:Boehm+Hornik:2012,
author = {Walter B{\"o}hm and Kurt Hornik},
title = {A {Kolmogorov-Smirnov} Test for {$r$} Samples},
journal = {Fundamenta Informaticae},
year = 2012,
volume = 117,
number = {1--4},
pages = {103--125},
doi = {10.3233/FI-2012-690}
}
@article{hornik:Hornik:2012a,
author = {Kurt Hornik},
title = {Are There Too Many {R} Packages?},
journal = {Austrian Journal of Statistics},
year = 2012,
volume = 41,
number = 1,
pages = {59--66},
doi = {10.17713/ajs.v41i1.188}
}
@techreport{hornik:Hofmarcher+Kerbl+Gruen:2011,
author = {Paul Hofmarcher and Stefan Kerbl and Bettina Gr\"un
and Michael Sigmund and Kurt Hornik},
title = {Model Uncertainty and Aggregated Default
Probabilities: New Evidence from {Austria}},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2011,
type = {Report},
number = 116,
month = dec,
url = {http://epub.wu.ac.at/id/eprint/3383},
file = {Hofmarcher+Kerbl+Gruen_i=epub_3383.pdf}
}
@article{hornik:Hornik+Murdoch:2011,
author = {Kurt Hornik and Duncan Murdoch},
title = {Watch Your Spelling!},
journal = {The R Journal},
year = 2011,
volume = 3,
number = 2,
pages = {22--28},
month = {December},
doi = {10.32614/RJ-2011-014},
url = {http://journal.R-project.org/archive/2011-2/RJournal_2011-2_Hornik+Murdoch.pdf}
}
@techreport{hornik:Hornik+Murdoch+Zeileis:2011,
author = {Kurt Hornik and Duncan Murdoch and Achim Zeileis},
title = {Who Did What? The Roles of {R} Package Authors and
How to Refer to Them},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2011,
type = {Report},
number = 114,
month = {November},
url = {http://epub.wu.ac.at/id/eprint/3269}
}
@techreport{hornik:Hofmarcher+Cuaresma+Gruen:2011,
author = {Paul Hofmarcher and Jes\'us Crespo Cuaresma and
Bettina Gr\"un and Kurt Hornik},
title = {Fishing Economic Growth Determinants Using {B}ayesian
Elastic Nets},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2011,
type = {Report},
number = 113,
month = sep,
url = {http://epub.wu.ac.at/id/eprint/3213}
}
@techreport{hornik:Rusch+Hofmarcher+Hatzinger:2011,
author = {Thomas Rusch and Paul Hofmarcher and Reinhold
Hatzinger and Kurt Hornik},
title = {Modeling Mortality Rates In The {WikiLeaks
Afghanistan} War Logs},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2011,
type = {Report},
number = 112,
month = {September},
url = {http://epub.wu.ac.at/id/eprint/3210}
}
@article{hornik:Hofmarcher+Theussl+Hornik:2011,
author = {Paul Hofmarcher and Stefan Theu\ss{}l and Kurt Hornik},
title = {Do Media Sentiments Reflect Economic Indices?},
journal = {Chinese Business Review},
year = 2011,
volume = 10,
number = 7,
pages = {487--492}
}
@article{hornik:Bohn+Feinerer+Hornik:2011,
author = {Angela Bohn and Ingo Feinerer and Kurt Hornik and
Patrick Mair},
title = {Content-Based {SNA} of Mailing Lists},
journal = {The R Journal},
year = 2011,
volume = 3,
number = 1,
pages = {11--18},
month = {June},
doi = {10.32614/RJ-2011-003},
url = {http://journal.r-project.org/archive/2011-1/RJournal_2011-1_Bohn~et~al.pdf}
}
@article{hornik:Hahsler+Hornik:2011,
author = {Michael Hahsler and Kurt Hornik},
title = {Dissimilarity Plots: A Visual Exploration Tool for
Partitional Clustering},
journal = {Journal of Computational and Graphical Statistics},
year = 2011,
month = {June},
volume = 10,
number = 2,
pages = {335--354},
doi = {10.1198/jcgs.2010.09139}
}
@article{hornik:Hahsler+Chelluboina+Hornik:2011,
author = {Michael Hahsler and Sudheer Chelluboina and Kurt
Hornik and Christian Buchta},
title = {The arules {R}-Package Ecosystem: Analyzing
Interesting Patterns from Large Transaction Datasets},
journal = {Journal of Machine Learning Research},
year = 2011,
volume = 12,
pages = {2021--2025},
url = {http://www.jmlr.org/papers/volume12/hahsler11a/hahsler11a.pdf}
}
@article{hornik:Gruen+Hornik:2011a,
author = {Bettina Gr{\"u}n and Kurt Hornik},
title = {topicmodels: An {R} Package for Fitting Topic Models},
journal = {Journal of Statistical Software},
year = 2011,
volume = 40,
number = 13,
pages = {1--30},
url = {http://www.jstatsoft.org/v40/i13/},
doi = {10.18637/jss.v040.i13}
}
@techreport{hornik:Theussl+Feinerer+Hornik:2011a,
author = {Stefan Theu\ss{}l and Ingo Feinerer and Kurt Hornik},
title = {Distributed Text Mining in {R}},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2011,
type = {Report},
number = 107,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/3034}
}
@article{Leitner+Zeileis+Hornik:2011,
title = {Bookmaker Consensus and Agreement for the {UEFA}
{C}hampions {L}eague 2008/09},
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
journal = {IMA Journal of Management Mathematics},
year = 2011,
volume = 22,
number = 2,
pages = {183--194},
doi = {10.1093/imaman/dpq016},
file = {Leitner+Zeileis+Hornik_i=cl_paper_ima_preprint.pdf},
url = {http://eeecon.uibk.ac.at/~zeileis/papers/Leitner+Zeileis+Hornik-2011.pdf}
}
@article{hornik:Hornik+Murdoch:2010,
title = {What's New?},
journal = {R Journal},
year = 2010,
author = {Kurt Hornik and Duncan Murdoch},
volume = 2,
number = 2,
pages = {74--76}
}
@techreport{hornik:Boehm+Hornik:2010b,
author = {Walter B{\"o}hm and Kurt Hornik},
title = {A {Kolmogorov-Smirnov} Test for {$r$} Samples},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2010,
type = {Report},
number = 105,
url = {http://epub.wu.ac.at/id/eprint/2960}
}
@techreport{hornik:Theussl+Reutterer+Hornik:2010,
author = {Stefan Theu{\ss}l and Thomas Reutterer and Kurt
Hornik},
title = {How Can we Derive Consensus Among Various Rankings of
Marketing Journals?},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2010,
type = {Report},
number = 104,
month = {October},
file = {Theussl+Reutterer+Hornik_i=JCR-preprint.pdf},
url = {http://epub.wu.ac.at/id/eprint/2913}
}
@techreport{hornik:Theussl+Ligges+Hornik:2010b,
author = {Stefan Theu\ss{}l and Uwe Ligges and Kurt Hornik},
title = {Prospects and Challenges in \textsf{R} Package
Development},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2010,
type = {Report},
number = 102,
month = {July},
url = {http://epub.wu.ac.at/id/eprint/866}
}
@techreport{hornik:Hofmarcher+Hornik:2010a,
author = {Paul Hofmarcher and Kurt Hornik},
title = {First Significant Digits and the Credit Derivative
Market during the Financial Crisis},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2010,
type = {Report},
number = 101,
month = {June},
url = {http://epub.wu.ac.at/id/eprint/606},
file = {Hofmarcher+Hornik_i=epub-wu-01_10b9.pdf}
}
@article{hornik:Theussl+Ligges+Hornik:2010a,
author = {Stefan Theu{\ss}l and Uwe Ligges and Kurt Hornik},
title = {Prospects and Challenges in \textsf{R} Package
Development},
journal = {Computational Statistics},
year = 2010,
volume = 26,
number = 3,
pages = {395--404},
url = {http://www.springerlink.com},
doi = {10.1007/s00180-010-0205-5}
}
@techreport{hornik:Leitner+Zeileis+Hornik:2010b,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Forecasting the Winner of the {FIFA World Cup 2010}},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2010,
type = {Report},
number = 100,
month = {June},
url = {http://epub.wu.ac.at/id/eprint/702},
file = {Leitner+Zeileis+Hornik_i=epub-wu-01_1043.pdf}
}
@techreport{hornik:Gruen+Hofmarcher+Hornik:2010,
author = {Bettina Gr{\"u}n and Paul Hofmarcher and Kurt Hornik
and Christoph Leitner and Stefan Pichler},
title = {Deriving Consensus Ratings of the Big Three Rating
Agencies},
institution = {Research Report Series, Institute for Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2010,
type = {Report},
number = 99,
month = {March},
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu-wien.ac.at:epub-wu-01_1002},
file = {Grün+Hofmarcher+Hornik_i=epub-wu-01_1002.pdf}
}
@article{hornik:Leitner+Zeileis+Hornik:2010a,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Forecasting Sports Tournaments by Ratings of
(Prob)abilities: A Comparison for the {EURO}~2008},
journal = {International Journal of Forecasting},
year = 2010,
volume = 26,
number = 3,
pages = {471--481},
doi = {10.1016/j.ijforecast.2009.10.001},
url = {http://statmath.wu.ac.at/~zeileis/papers/Leitner+Zeileis+Hornik-2010.pdf}
}
@incollection{hornik:Hornik+Jankowitsch+Leitner:2010a,
author = {Kurt Hornik and Rainer Jankowitsch and Christoph
Leitner and Manuel Lingo and Stefan Pichler and
Gerhard Winkler},
title = {A Latent Variable Approach to Validate Credit Rating
Systems},
booktitle = {Model Risk in Financial Crises},
pages = {277--296},
publisher = {Risk Books},
editor = {Daniel R{\"o}sch and Harald Scheule},
address = {London},
year = 2010
}
@article{hornik:Hornik+Jankowitsch+Lingo:2010a,
author = {Kurt Hornik and Rainer Jankowitsch and Manuel Lingo
and Stefan Pichler and Gerhard Winkler},
title = {Determinants of Heterogeneity in European Credit
Ratings},
journal = {Financial Markets and Portfolio Management},
year = 2010,
volume = 24,
number = 3,
pages = {271--287},
doi = {10.1007/s11408-010-0134-x},
issn = {1555-4961},
file = {Hornik+Jankowitsch+Lingo_j=FMPM_y=2010.pdf}
}
@inproceedings{hornik:Bohn+Theussl+Feinerer:2010,
author = {Angela Bohn and Stefan Theu{\ss}l and Ingo Feinerer
and Kurt Hornik and Patrick Mair and Norbert
Walchhofer},
title = {A New {SNA} Centrality Measure Quantifying the
Distance to the Nearest Center},
pages = {579--586},
editors = {Hermann Locarek-Junge and Claus Weihs},
booktitle = {Classification as a Tool for Research, Proceedings of
the 11th IFCS Biennial Conference and 33rd Annual
Conference of the Gesellschaft f\"{u}r Klassifikation
e.V., Studies in Classification, Data Analysis, and
Knowledge Organization},
location = {Dresden, March 13--18, 2009},
address = {Springer, Berlin-Heidelberg-New York},
year = 2010
}
@inproceedings{hornik:Walchhofer+Froeschl+Hronsky:2010,
title = {Dynamic Population Segmentation in Online Market
Monitoring},
author = {Norbert Walchhofer and Karl Anton Froeschl and Milan
Hronsky and Kurt Hornik},
year = 2010,
pages = {609--617},
editors = {Hermann Locarek-Junge and Claus Weihs},
booktitle = {Classification as a Tool for Research, Proceedings of
the 11th IFCS Biennial Conference and 33rd Annual
Conference of the Gesellschaft f\"{u}r Klassifikation
e.V., Studies in Classification, Data Analysis, and
Knowledge Organization},
location = {Dresden, March 13--18, 2009},
publisher = {Springer, Berlin-Heidelberg-New York}
}
@article{hornik:Boehm+Hornik:2010a,
author = {Walter B\"ohm and Kurt Hornik},
title = {On Two-Periodic Random Walks with Boundaries},
journal = {Stochastic Models},
year = 2010,
volume = 26,
pages = {165--194},
file = {Böhm+Hornik_j=Stochastic_Models_y=2010.pdf},
doi = {10.1080/15326340903517154}
}
@article{hornik:Zitterl+Stompe+Aigner:2009,
title = {Diencephalic Serotonin Transporter Availability
Predicts Both Transporter Occupancy and Treatment
Response to Sertraline in Obsessive-Compulsive
Checkers},
journal = {Biological Psychiatry},
year = 2009,
author = {Werner Zitterl and Thomas Stompe and Martin Aigner and
Karin Zitterl-Eglseer and Kristina Ritter and Georg
Zettinig and Kurt Hornik and Susanne Asenbaum and
Walter Pirker and Kenneth Thau},
volume = 66,
number = 12,
pages = {1115--1122},
doi = {10.1016/j.biopsych.2009.07.009}
}
@article{hornik:Leitner+Zeileis+Hornik:2009d,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Is {Federer} Stronger in a Tournament Without {Nadal}?
An Evaluation of Odds and Seedings for
{Wimbledon}~2009},
journal = {Austrian Journal of Statistics},
year = 2009,
volume = 38,
number = 4,
pages = {277--286},
file = {Leitner+Zeileis+Hornik_j=AJS_y=2009.pdf},
url = {http://www.stat.tugraz.at/AJS/ausg094/094Leitner.pdf},
doi = {10.17713/ajs.v38i4.280}
}
@techreport{hornik:Bohn+Theussl+Feinerer:2009,
author = {Angela Bohn and Stefan Theu{\ss}l and Ingo Feinerer
and Kurt Hornik and Patrick Mair and Norbert
Walchhofer},
title = {Combining Weighted Centrality and Network Clustering},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2009,
type = {Report},
number = 97,
month = {December},
url = {http://epub.wu.ac.at/id/eprint/1654}
}
@techreport{hornik:Bohn+Feinerer+Hornik:2009,
author = {Angela Bohn and Ingo Feinerer and Kurt Hornik and
Patrick Mair},
title = {An Approach to Incorporate Texts into a Social Network
Analysis of Communication Graphs},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2009,
type = {Report},
number = 96,
month = {December},
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu-wien.ac.at:epub-wu-01_f9f}
}
@techreport{Leitner+Zeileis+Hornik:2009c,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Is {Federer} Stronger in a Tournament Without {Nadal}?
An Evaluation of Odds and Seedings for
{Wimbledon}~2009},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2009,
type = {Report},
number = 94,
month = {November},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
url = {http://epub.wu.ac.at/id/eprint/180}
}
@article{hornik:deLeeuw+Hornik+Mair:2009b,
author = {Jan de Leeuw and Kurt Hornik and Patrick Mair},
title = {Isotone Optimization in {R}: Pool-Adjacent-Violators
Algorithm ({PAVA}) and Active Set Methods},
journal = {Journal of Statistical Software},
volume = 32,
number = 5,
pages = {1--24},
day = 30,
month = 9,
year = 2009,
coden = {JSSOBK},
issn = {1548-7660},
bibdate = {2009-09-30},
url = {http://www.jstatsoft.org/v32/i09},
doi = {10.18637/jss.v032.i09},
accepted = {2009-09-30},
submitted = {2009-03-27},
file = {deLeeuw+Mair+Hornik_j=JSS_y=2009.pdf}
}
@inproceedings{hornik:Karatzoglou+Feinerer+Hornik:2009,
author = {Alexandros Karatzoglou and Ingo Feinerer and Kurt
Hornik},
title = {Nonparametric Distribution Analysis for Text Mining},
booktitle = {Advances in Data Analysis, Data Handling and Business
Intelligence (Proceedings of the 32nd Annual
Conference of the Gesellschaft f{\"u}r Klassifikation
e.V., Helmut-Schmidt-Universit{\"a}t / Universit{\"a}t
der Bundeswehr Hamburg, July 16--18, 2008)},
pages = {295--305},
year = 2009,
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
publisher = {Springer-Verlag},
doi = {10.1007/978-3-642-01044-6_27},
url = {http://www.springerlink.com/content/r1541820662lp774/}
}
@techreport{Hahsler+Hornik:2009a,
author = {Michael Hahsler and Kurt Hornik},
title = {Dissimilarity Plots: A Visual Exploration Tool for
Partitional Clustering},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2009,
type = {Report},
number = 89,
address = {Welthandelsplatz 1, 1020 Wien, Austria},
month = {September},
url = {http://epub.wu.ac.at/id/eprint/1244}
}
@techreport{hornik:Leitner+Zeileis+Hornik:2009b,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Bookmaker Consensus and Agreement for the {UEFA}
{C}hampions {L}eague 2008/09},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2009,
type = {Report},
number = 88,
month = {August},
url = {http://epub.wu.ac.at/id/eprint/900}
}
@article{hornik:Meyer+Hornik:2009,
author = {David Meyer and Kurt Hornik},
title = {Generalized and Customizable Sets in {R}},
journal = {Journal of Statistical Software},
volume = 31,
number = 2,
pages = {1--27},
day = 11,
month = 6,
year = 2009,
coden = {JSSOBK},
issn = {1548-7660},
bibdate = {2009-06-11},
url = {http://www.jstatsoft.org/v31/i02},
doi = {10.18637/jss.v031.i02},
accepted = {2009-06-11},
submitted = {2009-01-21},
file = {Meyer+Hornik_j=JSS_y=2009.pdf}
}
@article{hornik:Hornik+Buchta+Zeileis:2009,
author = {Kurt Hornik and Christian Buchta and Achim Zeileis},
title = {Open-Source Machine Learning: \textsf{R} Meets
\textbf{Weka}},
journal = {Computational Statistics},
year = 2009,
volume = 24,
number = 2,
pages = {225--232},
doi = {10.1007/s00180-008-0119-7},
url = {http://statmath.wu.ac.at/~zeileis/papers/Hornik+Buchta+Zeileis-2009.pdf}
}
@article{hornik:Zeileis+Hornik+Murrell:2009,
author = {Achim Zeileis and Kurt Hornik and Paul Murrell},
title = {Escaping {RGB}land: Selecting Colors for Statistical
Graphics},
journal = {Computational Statistics \& Data Analysis},
year = 2009,
volume = 53,
pages = {3259--3270},
doi = {10.1016/j.csda.2008.11.033}
}
@inproceedings{Leitner+Zeileis+Hornik:2009a,
title = {Forecasting the Winner of the {UEFA} Champions League
2008/09},
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
editor = {Phil Scarf},
booktitle = {Proceedings of the 2nd International Conference on
Mathematics in Sport --- IMA Sport 2009},
year = 2009,
file = {Leitner+Zeileis+Hornik_c=IMA_Sport_2009.pdf}
}
@techreport{hornik:deLeeuw+Hornik+Mair:2009a,
author = {Jan de Leeuw and Kurt Hornik and Patrick Mair},
title = {Isotone Optimization in {R}: Pool-Adjacent-Violators
Algorithm ({PAVA}) and Active Set Methods},
institution = {Department of Statistics Papers, Department of
Statistics, UCLA},
year = 2009,
type = {Report},
number = 2009040702,
url = {http://repositories.cdlib.org/uclastat/papers/2009040702}
}
@techreport{hornik:Bohn+Walchhofer+Mair:2009,
author = {Angela Bohn and Norbert Walchhofer and Patrick Mair
and Kurt Hornik},
title = {Social Network Analysis of Weighted Telecommunications
Graphs},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2009,
type = {Report},
number = 84,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/708},
file = {Bohn+Walchhofer+Mair_i=epub-wu-01_ea4.pdf}
}
@inproceedings{hornik:Theussl+Hornik:2009a,
author = {Stefan Theu{\ss}l and Kurt Hornik},
title = {Journal Ratings and Their Consensus Ranking},
year = 2009,
pages = {401--406},
editor = {Bernhard Fleischmann and Karl Heinz Borgwardt and
Robert Klein and Axel Tuma},
publisher = {Springer-Verlag},
booktitle = {Operations Research Proceedings 2009 (Selected Papers
of the Annual International Conference of the German
Operations Research Society (GOR))},
series = {Operations Research Proceedings},
doi = {10.1007/978-3-642-00142-0_65}
}
@article{hornik:Zitterl+Aigner+Stompe:2008,
title = {Changes in Thalamus-Hypothalamus Serotonin Transporter
Availability during Clomipramine Administration in
Patients with Obsessive-Compulsive Disorder},
journal = {Neuropsychopharmacology},
year = 2008,
author = {Werner Zitterl and Martin Aigner and Thomas Stompe and
Karin Zitterl-Eglseer and Karin Gutierrez-Lobos and
Thomas Wenzel and Georg Zettinig and Kurt Hornik and
Walter Pirker and Kenneth Thau},
volume = 33,
number = 13,
pages = {3126--3134},
doi = {10.1038/npp.2008.35}
}
@article{hornik:Hothorn+Hornik+Wiel:2008,
author = {Torsten Hothorn and Kurt Hornik and Mark A. van de
Wiel and Achim Zeileis},
title = {Implementing a Class of Permutation Tests: The
\textbf{coin} Package},
journal = {Journal of Statistical Software},
volume = 28,
number = 8,
pages = {1--23},
year = 2008,
coden = {JSSOBK},
issn = {1548-7660},
bibdate = {2008-10-21},
url = {http://www.jstatsoft.org/v28/i08},
doi = {10.18637/jss.v028.i08},
accepted = {2008-10-21},
submitted = {2007-07-05},
file = {Hothorn+Hornik+Wiel_j=JSS_y=2008.pdf}
}
@techreport{hornik:Leitner+Zeileis+Hornik:2008b,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Predicting the Winner of the {EURO~2008} (A
Statistical Investigation of Bookmakers Odds)},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2008,
type = {Report},
number = 76,
month = {October},
url = {http://epub.wu.ac.at/id/eprint/674},
file = {Leitner+Zeileis+Hornik_i=epub-wu-01_e0c.pdf}
}
@techreport{hornik:Boehm+Hornik:2008,
author = {Walter B\"ohm and Kurt Hornik},
title = {On Two-Periodic Random Walks with Boundaries },
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2008,
type = {Report},
number = 75,
month = {October},
url = {http://epub.wu.ac.at/id/eprint/936},
file = {Böhm+Hornik_i=epub-wu-01_e26.pdf}
}
@article{hornik:Zeileis+Hothorn+Hornik:2008,
author = {Achim Zeileis and Torsten Hothorn and Kurt Hornik},
title = {Model-based Recursive Partitioning},
journal = {Journal of Computational and Graphical Statistics},
year = 2008,
volume = 17,
number = 2,
pages = {492--514},
doi = {10.1198/106186008X319331},
file = {Zeileis+Hothorn+Hornik_j=JCGS_y=2008.pdf},
url = {http://statmath.wu.ac.at/~zeileis/papers/Zeileis+Hothorn+Hornik-2008.pdf}
}
@techreport{hornik:Leitner+Zeileis+Hornik:2008a,
author = {Christoph Leitner and Achim Zeileis and Kurt Hornik},
title = {Who is Going to Win the {EURO~2008}? (A Statistical
Investigation of Bookmakers Odds)},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2008,
type = {Report},
number = 65,
month = {May},
url = {http://epub.wu.ac.at/id/eprint/1570},
file = {Leitner+Zeileis+Hornik_i=epub-wu-01_d5f.pdf}
}
@inproceedings{hornik:Hornik+Boehm:2008,
author = {Kurt Hornik and Walter B{\"o}hm},
title = {Hard and Soft Euclidean Consensus Partitions},
editor = {Christine Preisach and Hans Burkhardt and Lars
Schmidt-Thieme and Reinhold Decker},
booktitle = {Data Analysis, Machine Learning and Applications
(Proceedings of the 31st Annual Conference of the
Gesellschaft f\"ur Klassifikation e.V.,
Albert-Ludwigs-Universit\"at Freiburg, March 7--9,
2007)},
issn = {1431-8814},
publisher = {Springer-Verlag},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
year = 2008,
pages = {147--154}
}
@inproceedings{hornik:Schauerhuber+Zeileis+Meyer:2008,
author = {Michael Schauerhuber and Achim Zeileis and David Meyer
and Kurt Hornik},
title = {Benchmarking Open-Source Tree Learners in
\textsf{R}/\textbf{RWeka}},
editor = {Christine Preisach and Hans Burkhardt and Lars
Schmidt-Thieme and Reinhold Decker},
booktitle = {Data Analysis, Machine Learning and Applications
(Proceedings of the 31st Annual Conference of the
Gesellschaft f\"ur Klassifikation e.V.,
Albert-Ludwigs-Universit\"at Freiburg, March 7--9,
2007)},
issn = {1431-8814},
publisher = {Springer-Verlag},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
year = 2008,
pages = {389--396},
url = {http://statmath.wu.ac.at/~zeileis/papers/Schauerhuber+Zeileis+Meyer-2008.pdf}
}
@inproceedings{hornik:Feinerer+Hornik:2008,
author = {Ingo Feinerer and Kurt Hornik},
title = {Text Mining of Supreme Administrative Court
Jurisdictions},
editor = {Christine Preisach and Hans Burkhardt and Lars
Schmidt-Thieme and Reinhold Decker},
booktitle = {Data Analysis, Machine Learning and Applications
(Proceedings of the 31st Annual Conference of the
Gesellschaft f\"ur Klassifikation e.V.,
Albert-Ludwigs-Universit\"at Freiburg, March 7--9,
2007)},
issn = {1431-8814},
publisher = {Springer-Verlag},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
year = 2008,
pages = {569--576}
}
@book{hornik:Hornik+Lang+Mamut:2008,
editor = {Kurt Hornik and Michael Lang and Marie-Ann Mamut and
Herbert Nagel},
title = {{Die Rechtsprechungspraxis des VwGH in Abgabensachen.
Eine Analyse der Jahre 2000 bis 2004}},
publisher = {Linde-Verlag},
year = 2008,
address = {Wien},
issn = {978-3-7073-1187-7},
note = {In German}
}
@article{hornik:Feinerer+Hornik+Meyer:2008,
author = {Ingo Feinerer and Kurt Hornik and David Meyer},
title = {Text Mining Infrastructure in {R}},
journal = {Journal of Statistical Software},
volume = 25,
number = 5,
pages = {1--54},
day = 10,
month = 2,
year = 2008,
coden = {JSSOBK},
issn = {1548-7660},
url = {http://www.jstatsoft.org/v25/i05},
doi = {10.18637/jss.v025.i05},
accepted = {2008-02-10},
submitted = {2007-09-05},
file = {Feinerer+Hornik+Meyer_j=JSS_y=2008.pdf}
}
@article{hornik:Hahsler+Hornik+Buchta:2008,
author = {Michael Hahsler and Kurt Hornik and Christian Buchta},
title = {Getting Things in Order: An Introduction to the {R}
Package seriation},
journal = {Journal of Statistical Software},
volume = 25,
number = 3,
pages = {1--34},
day = 5,
month = 2,
year = 2008,
coden = {JSSOBK},
issn = {1548-7660},
url = {http://www.jstatsoft.org/v25/i03},
doi = {10.18637/jss.v025.i03},
accepted = {2008-02-05},
submitted = {2007-09-11},
file = {Hahsler+Hornik+Buchta_j=JSS_y=2008.pdf}
}
@incollection{hornik:Meyer+Zeileis+Hornik:2008,
author = {David Meyer and Achim Zeileis and Kurt Hornik},
title = {Visualizing Contingency Tables},
editor = {Chun-Houh Chen and Wolfang H{\"a}rdle and Antony
Unwin},
booktitle = {Handbook of Data Visualization},
series = {Springer Handbooks of Computational Statistics},
year = 2008,
pages = {589--616},
publisher = {Springer-Verlag},
address = {New York},
note = {{ISBN 978-3-540-33036-3}},
doi = {10.1007/978-3-540-33037-0_23}
}
@article{hornik:Kindler+Schosser+Stamenkovic:2008,
author = {Jochen Kindler and Alexandra Schosser and Mara
Stamenkovic and Monika Schloegelhofer and Friedrich
Leisch and Kurt Hornik and Harald N. Aschauer and
Christoph Gasche},
title = {Tourette's Syndrome is not Associated with
Interleukin-10 Receptor 1 Variants on Chromosome
11q23},
journal = {Psychiatry Research},
year = 2008,
volume = 157,
pages = {235--239},
file = {Kindler+Schosser+Stamenkovic_j=Psychiatry_Research_y=2008.pdf},
doi = {10.1016/j.psychres.2007.07.021}
}
@article{hornik:Hahsler+Buchta+Hornik:2007,
author = {Michael Hahsler and Christian Buchta and Kurt Hornik},
title = {Selective Association Rule Generation},
journal = {Computational Statistics},
year = 2008,
volume = 23,
number = 2,
pages = {303--315},
issn = {ISSN 0943-4062},
doi = {10.1007/s00180-007-0062-z},
file = {Hahsler+Buchta+Hornik_j=CS_y=2007.pdf}
}
@article{hornik:Zitterl+Aigner+Stompe:2007,
author = {Werner Zitterl and Martin Aigner and Thomas Stompe and
Karin Zitterl-Eglseer and Karin Gutierrez-Lobos and
Brigitte Schmidl-Mohl and Thomas Wenzel and Ulrike
Demal and Georg Zettinig and Kurt Hornik and Kenneth
Thau},
title = {[$^{123}$I]-$\beta$-{CIT} {SPECT} Imaging Shows
Reduced Thalamus-Hypothalamus Serotonin Transporter
Availability in 24 Drug-Free Obsessive-Compulsive
Checkers},
journal = {Neuropsychopharmacology},
year = 2007,
volume = 32,
number = 8,
pages = {1661--1668},
doi = {10.1038/sj.npp.1301290}
}
@article{hornik:Hahsler+Hornik:2007c,
author = {Michael Hahsler and Kurt Hornik},
title = {{TSP} --- Infrastructure for the Traveling Salesperson
Problem},
journal = {Journal of Statistical Software},
year = 2007,
volume = 23,
number = 2,
pages = {1--21},
coden = {JSSOBK},
issn = {1548-7660},
url = {http://www.jstatsoft.org/v23/i02},
doi = {10.18637/jss.v023.i02},
accepted = {2007-11-24},
submitted = {2006-12-21},
file = {Hahsler+Hornik_j=JSS_y=2007.pdf}
}
@techreport{hornik:Zeileis+Hornik+Murrell:2007,
author = {Achim Zeileis and Kurt Hornik and Paul Murrell},
title = {Escaping {RGB}land: Selecting Colors for Statistical
Graphics},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2007,
type = {Report},
number = 61,
month = {November},
url = {http://epub.wu.ac.at/id/eprint/1692},
file = {Zeileis+Hornik+Murrell_i=epub-wu-01_c87.pdf}
}
@article{hornik:Hornik+Jankowitsch+Lingo:2007,
author = {Kurt Hornik and Rainer Jankowitsch and Manuel Lingo
and Stefan Pichler and Gerhard Winkler},
title = {Validation of Credit Rating Systems Using Multi-Rater
Information},
journal = {Journal of Credit Risk},
year = 2007,
volume = 3,
number = 4,
pages = {3--29}
}
@techreport{hornik:Hothorn+Zeileis+Hornik:2007,
author = {Torsten Hothorn and Achim Zeileis and Kurt Hornik},
title = {Let's Have a party! An Open-Source Toolbox for
Recursive Partytioning},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2007,
type = {Report},
number = 59,
url = {http://epub.wu.ac.at/id/eprint/1208}
}
@techreport{hornik:Hahsler+Hornik+Buchta:2007,
author = {Michael Hahsler and Kurt Hornik and Christian Buchta},
title = {Getting Things in Order: An Introduction to the {R}
package seriation},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2007,
type = {Report},
number = 58,
address = {Welthandelsplatz 1, 1020 Wien, Austria},
month = {August},
url = {http://epub.wu.ac.at/id/eprint/852},
file = {Hahsler+Hornik+Buchta_i=epub-wu-01_c4e.pdf}
}
@techreport{hornik:Hothorn+Hornik+Wiel:2007a,
author = {Torsten Hothorn and Kurt Hornik and Mark A. van de
Wiel and Achim Zeileis},
title = {Implementing a Class of Permutation Tests: The
\textbf{coin} Package},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2007,
type = {Report},
number = 55,
month = {July},
file = {Hothorn+Hornik+Wiel_i=epub-wu-01_c07.pdf},
url = {http://epub.wu.ac.at/id/eprint/408}
}
@techreport{hornik:Schauerhuber+Zeileis+Meyer:2007a,
author = {Michael Schauerhuber and Achim Zeileis and David Meyer
and Kurt Hornik},
title = {Benchmarking Open-Source Tree Learners in
\textsf{R}/\textbf{RWeka}},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2007,
type = {Report},
number = 54,
month = {May},
url = {http://epub.wu.ac.at/id/eprint/1496},
file = {Schauerhuber+Zeileis+Meyer_i=epub-wu-01_bd8.pdf}
}
@article{hornik:Zeileis+Hornik:2007,
author = {Achim Zeileis and Kurt Hornik},
title = {Generalized {M}-Fluctuation Tests for Parameter
Instability},
journal = {Statistica Neerlandica},
year = 2007,
volume = 61,
number = 4,
pages = {488-508},
doi = {10.1111/j.1467-9574.2007.00371.x},
url = {http://statmath.wu.ac.at/~zeileis/papers/Zeileis+Hornik-2007.pdf},
file = {Zeileis+Hornik_j=Statistica_Neerlandica_y=2007.pdf}
}
@article{hornik:Reutterer+Hahsler+Hornik:2007,
author = {Thomas Reutterer and Michael Hahsler and Kurt Hornik},
title = {{Data Mining und Marketing am Beispiel der
explorativen Warenkorbanalyse}},
journal = {{Marketing --- Zeitschrift f\"ur Forschung und
Praxis}},
year = 2007,
volume = 29,
number = 3,
pages = {163--179},
file = {Reutterer+Hahsler+Hornik_j=Marketing_ZFP_y=2007.pdf},
url = {http://www.jstor.org/stable/41922084}
}
@techreport{hornik:Feinerer+Hornik:2007a,
author = {Ingo Feinerer and Kurt Hornik},
title = {Text Mining of Supreme Administrative Court
Jurisdictions},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2007,
type = {Report},
number = 51,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/152},
file = {Feinerer+Hornik_i=epub-wu-01_bad.pdf}
}
@techreport{hornik:Hornik+Buchta+Zeileis:2007,
author = {Kurt Hornik and Christian Buchta and Achim Zeileis},
title = {Open-Source Machine Learning: \textsf{R} Meets
\textbf{Weka}},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
year = 2007,
type = {Report},
number = 50,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/1188},
file = {Hornik+Buchta+Zeileis_i=epub-wu-01_ba6.pdf}
}
@article{hornik:Schosser+Fuchs+Scharl:2007,
author = {Alexandra Schosser and Karoline Fuchs and Theresa
Scharl and Friedrich Leisch and Ursula Bailer and
Siegfried Kasper and Werner Sieghart and Kurt Hornik
and Harald N. Aschauer},
title = {Additional support for linkage of schizophrenia and
bipolar disorder to chromosome 3q29},
journal = {European Neuropsychopharmacology},
year = 2007,
volume = 17,
number = {6--7},
pages = {501--505},
file = {Schosser+Fuchs+Scharl_j=ENPP_y=2007.pdf},
doi = {10.1016/j.euroneuro.2007.01.004}
}
@article{hornik:Zeileis+Meyer+Hornik:2007,
author = {Achim Zeileis and David Meyer and Kurt Hornik},
title = {Residual-based Shadings for Visualizing (Conditional)
Independence},
journal = {Journal of Computational and Graphical Statistics},
year = 2007,
volume = 16,
number = 3,
pages = {507--525},
doi = {10.1198/106186007X237856},
url = {http://statmath.wu.ac.at/~zeileis/papers/Zeileis+Meyer+Hornik-2007.pdf}
}
@article{hornik:Hahsler+Hornik:2007b,
author = {Michael Hahsler and Kurt Hornik},
title = {New Probabilistic Interest Measures for Association
Rules},
journal = {Intelligent Data Analysis},
year = 2007,
volume = 11,
number = 5,
pages = {437--455},
abstract = {Mining association rules is an important technique for
discovering meaningful patterns in transaction
databases. Many different measures of interestingness
have been proposed for association rules. However,
these measures fail to take the probabilistic
properties of the mined data into account. In this
paper, we start with presenting a simple probabilistic
framework for transaction data which can be used to
simulate transaction data when no associations are
present. We use such data and a real-world database
from a grocery outlet to explore the behavior of
confidence and lift, two popular interest measures
used for rule mining. The results show that confidence
is systematically influenced by the frequency of the
items in the left hand side of rules and that lift
performs poorly to filter random noise in transaction
data. Based on the probabilistic framework we develop
two new interest measures, hyper-lift and
hyper-confidence, which can be used to filter or order
mined association rules. The new measures show
significantly better performance than lift for
applications where spurious rules are problematic.},
issn = {1088-467X},
url = {http://iospress.metapress.com/openurl.asp?genre=article&issn=1088-467X&volume=11&issue=5&spage=437}
}
@inproceedings{hornik:Hahsler+Hornik:2007a,
author = {Michael Hahsler and Kurt Hornik},
title = {Building on the arules Infrastructure for Analyzing
Transaction Data with {R}},
year = 2007,
pages = {449--456},
editor = {R. Decker and H.-J. Lenz},
publisher = {Springer-Verlag},
booktitle = {Advances in Data Analysis (Proceedings of the 30th
Annual Conference of the Gesellschaft f{\"u}r
Klassifikation e.V., Freie Universit\"at Berlin, March
8--10, 2006},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
issn = {1431-8814}
}
@inproceedings{hornik:Hornik+Meyer:2007,
author = {Kurt Hornik and David Meyer},
title = {Deriving Consensus Rankings from Benchmarking
Experiments},
year = 2007,
pages = {173--180},
editor = {R. Decker and H.-J. Lenz},
publisher = {Springer-Verlag},
booktitle = {Advances in Data Analysis (Proceedings of the 30th
Annual Conference of the Gesellschaft f{\"u}r
Klassifikation e.V., Freie Universit\"at Berlin, March
8--10, 2006},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
issn = {1431-8814}
}
@article{hornik:Urak+Feucht+Hornik:2006,
title = {Functional association of the GABA(A) receptor beta3
subunit gene promoter with childhood absence epilepsy},
journal = {Epilepsia},
year = 2006,
author = {Urak, L. and Feucht, M. and Hornik, K. and Sieghart,
W. and Fuchs, K.},
volume = 47,
pages = 89,
note = {Abstract}
}
@techreport{hornik:Hahsler+Hornik:2006b,
author = {Michael Hahsler and Kurt Hornik},
title = {{TSP} --- Infrastructure for the Traveling Salesperson
Problem},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit{\"a}t Wien},
year = 2006,
type = {Report},
number = 45,
address = {Welthandelsplatz 1, 1020 Wien, Austria},
month = {December},
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu.ac.at:epub-wu-01_b1b},
file = {Hahsler+Hornik_i=epub-wu-01_b1b.pdf}
}
@article{hornik:Kindler+Bailer+DeZwaan:2006,
author = {Jochen Kindler and Ursula Bailer and Martina De Zwaan
and Karoline Fuchs and Friedrich Leisch and Alexandra
Strnad and Claudia Lennkh-Wolfsberg and Nadja
El-Giamal and Siegfried Kasper and Werner Sieghart and
Kurt Hornik and Harald N. Aschauer},
title = {Ghrelin Gene Polymorphisms {Arg51Gln} and {Leu72Met}
in Eating Disorders: An Association Study},
journal = {American Journal of Medical Genetics (Part B)},
year = 2006,
volume = {141B},
number = 7,
pages = 771,
note = {Abstract},
file = {Kindler+Bailer+DeZwaan_j=AJMGB_y=2006.pdf}
}
@article{hornik:Schosser+Fuchs+Scharl:2006,
author = {Alexandra Schosser and Karoline Fuchs and Theresa
Scharl and Friedrich Leisch and Jochen Kindler and
Nilufar Mossaheb and Ursula Bailer and Siegfried
Kasper and Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Association of Bipolar Disorder to Chromosome 3q29:
Preliminary Results},
journal = {American Journal of Medical Genetics (Part B)},
year = 2006,
volume = {141B},
number = 7,
pages = 749,
note = {Abstract}
}
@article{hornik:Schosser+Aschauer+Wildenauer:2006,
author = {Alexandra Schosser and Harald N. Aschauer and
D. B. Wildenauer and S. G. Schwab and M. Albus and
W. Maier and Monika Schl{\"o}gelhofer and Friedrich
Leisch and Kurt Hornik and S. S. Murray and Christoph
Gasche},
title = {Homozygosity of the Interleukin-10 Receptor 1 {G330R}
Allele Is Associated with Schizophrenia},
journal = {American Journal of Medical Genetics (Part B)},
year = 2006,
doi = {10.1002/ajmg.b.30416}
}
@article{hornik:Meyer+Zeileis+Hornik:2006b,
author = {David Meyer and Achim Zeileis and Kurt Hornik},
title = {The Strucplot Framework: Visualizing Multi-way
Contingency Tables with \texttt{vcd}},
journal = {Journal of Statistical Software},
year = 2006,
volume = 17,
number = 3,
pages = {1--48},
url = {http://www.jstatsoft.org/v17/i03/},
doi = {10.18637/jss.v017.i03}
}
@techreport{hornik:Zeileis+Hornik:2006,
author = {Achim Zeileis and Kurt Hornik},
title = {Choosing Color Palettes for Statistical Graphics},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien},
year = 2006,
type = {Report},
number = 41,
month = {October},
url = {http://epub.wu.ac.at/id/eprint/1404},
file = {Zeileis+Hornik_i=epub-wu-01_abd.pdf}
}
@inproceedings{hornik:Hahsler+Hornik+Reutterer:2006,
author = {Michael Hahsler and Kurt Hornik and Thomas Reutterer},
title = {{Warenkorbanalyse mit Hilfe der Statistik-Software R}},
booktitle = {Innovationen in Marketing},
year = 2006,
editor = {Peter Schnedlitz and Renate Buber and Thomas Reutterer
and Arnold Schuh and Christoph Teller},
pages = {144--163},
publisher = {Linde-Verlag},
abstract = {Die Warenkorb- oder Sortimentsverbundanalyse
bezeichnet eine Reihe von Methoden zur Untersuchung
der bei einem Einkauf gemeinsam nachgefragten Produkte
oder Kategorien aus einem Handelssortiment. In diesem
Beitrag wird die explorative Warenkorbanalyse näher
beleuchtet, welche eine Verdichtung und kompakte
Darstellung der in (zumeist sehr umfangreichen)
Transaktionsdaten des Einzelhandels auffindbaren
Verbundbeziehungen beabsichtigt. Mit einer enormen
Anzahl an verfügbaren Erweiterungspaketen bietet sich
die frei verfügbare Statistik-Software R als ideale
Basis für die Durchführung solcher Warenkorbanalysen
an. Die im Erweiterungspaket arules vorhandene
Infrastruktur für Transaktionsdaten stellt eine
flexible Basis für die Warenkorbanalyse
bereit. Unterstützt wird die effiziente Darstellung,
Bearbeitung und Analyse von Warenkorbdaten mitsamt
beliebigen Zusatzinformationen zu Produkten (zum
Beispiel Sortimentshierarchie) und zu Transaktionen
(zum Beispiel Umsatz oder Deckungsbeitrag). Das Paket
ist nahtlos in R integriert und ermöglicht dadurch die
direkte Anwendung von bereits vorhandenen modernsten
Verfahren für Sampling, Clusterbildung und
Visualisierung von Warenkorbdaten. Zusätzlich sind in
arules gängige Algorithmen zum Auffinden von
Assoziationsregeln und die notwendigen Datenstrukturen
zur Analyse von Mustern vorhanden. Eine Auswahl der
wichtigsten Funktionen wird anhand eines realen
Transaktionsdatensatzes aus dem
Lebensmitteleinzelhandel demonstriert.},
note = {In German}
}
@techreport{hornik:Hahsler+Hornik:2006a,
author = {Michael Hahsler and Kurt Hornik},
title = {New Probabilistic Interest Measures for Association
Rules},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien},
year = 2006,
type = {Report},
number = 38,
month = {August},
url = {http://epub.wu.ac.at/id/eprint/1286},
file = {Hahsler+Hornik_i=epub-wu-01_a78.pdf}
}
@article{hornik:Urak+Feucht+Fathi:2006,
author = {Lydia Urak and Martha Feucht and Nahid Fathi and Kurt
Hornik and Karoline Fuchs},
title = {A {GABRB3} Promoter Haplotype Associated with
Childhood Absence Epilepsy Impairs Transcriptional
Activity},
journal = {Human Molecular Genetics},
year = 2006,
volume = 15,
number = 16,
pages = {2533--2541},
doi = {10.1093/hmg/ddl174}
}
@article{hornik:Hothorn+Hornik+Wiel:2006,
author = {Torsten Hothorn and Kurt Hornik and Mark A. van de
Wiel and Achim Zeileis},
title = {A {Lego} System for Conditional Inference},
journal = {The American Statistician},
year = 2006,
volume = 60,
issue = 3,
pages = {257--263},
doi = {10.1198/000313006X118430},
url = {http://statmath.wu.ac.at/~zeileis/papers/Hothorn+Hornik+VanDeWiel-2006.pdf},
file = {Hothorn+Hornik+Wiel_j=TAS_y=2006.pdf}
}
@techreport{hornik:Hornik+Meyer:2006a,
author = {Kurt Hornik and David Meyer},
title = {Deriving Consensus Rankings from Benchmark
Experiments},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien },
year = 2006,
type = {Report},
number = 33,
month = {May},
url = {http://epub.wu.ac.at/id/eprint/1300},
file = {Hornik+Meyer_i=epub-wu-01_967.pdf}
}
@techreport{hornik:Zeileis+Hothorn+Hornik:2006,
author = {Achim Zeileis and Torsten Hothorn and Kurt Hornik},
title = {Evaluating Model-based Trees in Practice},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien },
year = 2006,
type = {Report},
number = 32,
month = {April},
url = {http://epub.wu.ac.at/id/eprint/1484},
file = {Zeileis+Hothorn+Hornik_i=epub-wu-01_95a.pdf}
}
@article{hornik:Karatzoglou+Meyer+Hornik:2006,
author = {Alexandros Karatzoglou and David Meyer and Kurt
Hornik},
title = {Support Vector Machines in {R}},
journal = {Journal of Statistical Software},
year = 2006,
volume = 15,
number = 9,
url = {http://www.jstatsoft.org/v15/i09/},
doi = {10.18637/jss.v015.i09},
file = {Karatzoglou+Meyer+Hornik_j=JSS_y=2006.pdf}
}
@article{hornik:Hothorn+Hornik+Zeileis:2006a,
author = {Torsten Hothorn and Kurt Hornik and Achim Zeileis},
title = {Unbiased Recursive Partitioning: A Conditional
Inference Framework},
journal = {Journal of Computational and Graphical Statistics},
year = 2006,
volume = 15,
number = 3,
pages = {651--674},
doi = {10.1198/106186006X133933},
file = {Hothorn+Hornik+Zeileis_i=2006a.pdf}
}
@article{hornik:Urak+Feucht+Hornik:2005,
title = {Possible association between a haplotype of the
GABA(A) receptor beta3 subunit gene and childhood
absence epilepsy},
journal = {Epilepsia},
year = 2005,
author = {Urak, L and Feucht, M and Hornik, K and Sieghart, W
and Fuchs, K},
volume = 46,
pages = 255,
note = {Abstract}
}
@article{hornik:Hornik+Leisch:2005,
title = {R version 2.1.0},
journal = {Computational Statistics},
year = 2005,
author = {Kurt Hornik and Friedrich {Leisch, (on behalf of the R
Development Core Team)}},
volume = 20,
number = 2,
pages = {197--202},
doi = {10.1007/BF02789699}
}
@techreport{hornik:Hothorn+Hornik+Wiel:2005,
author = {Torsten Hothorn and Kurt Hornik and Mark A. van de
Wiel and Achim Zeileis},
title = {A {Lego} System for Conditional Inference},
year = 2005,
month = {December},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
type = {Report},
number = 25,
url = {http://epub.wu.ac.at/id/eprint/886},
file = {Hothorn+Hornik+Wiel_i=epub-wu-01_8c8.pdf}
}
@article{hornik:Kindler+Schosser+Aschauer:2005,
author = {Jochen Kindler and Alexandra Schosser and Harald
N. Aschauer and Monika Schl{\"o}gelhofer and Friedrich
Leisch and Kurt Hornik and Christoph Gasche},
title = {{IL-10} Receptor 1: Association Study in Major
Depression},
journal = {American Journal of Medical Genetics (Part B)},
year = 2005,
volume = {138B},
number = 1,
pages = 17,
note = {Abstract},
file = {Kindler+Schosser+Aschauer_j=AJMGB_y=2005.pdf}
}
@article{hornik:Schosser+Fuchs+Leisch:2005c,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Additional Support for Possible Schizophrenia Linkage
to Chromosome 3q29},
journal = {American Journal of Medical Genetics (Part B)},
year = 2005,
volume = {138B},
number = 1,
pages = 135,
note = {Abstract},
file = {Schosser+Fuchs+Leisch_j=AJMGB_y=2005.pdf}
}
@techreport{hornik:Meyer+Zeileis+Hornik:2005,
author = {David Meyer and Achim Zeileis and Kurt Hornik},
title = {The Strucplot Framework: Visualizing Multi-way
Contingency Tables with \textbf{vcd}},
year = 2005,
month = {November},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
type = {Report},
number = 22,
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu.ac.at:epub-wu-01_8a1},
file = {Meyer+Zeileis+Hornik_i=epub-wu-01_8a1.pdf}
}
@techreport{hornik:Karatzoglou+Meyer+Hornik:2005,
author = {Alexandros Karatzoglou and David Meyer and Kurt
Hornik},
title = {Support Vector Machines in {R}},
year = 2005,
month = {October},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
type = {Report},
number = 21,
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu.ac.at:epub-wu-01_89f},
file = {Karatzoglou+Meyer+Hornik_i=epub-wu-01_89f.pdf}
}
@article{hornik:Hahsler+Gruen+Hornik:2005b,
author = {Michael Hahsler and Bettina Gr{\"u}n and Kurt Hornik},
title = {arules -- {A} Computational Environment for Mining
Association Rules and Frequent Item Sets},
journal = {Journal of Statistical Software},
year = 2005,
volume = 14,
number = 15,
url = {http://www.jstatsoft.org/v14/i15/},
doi = {10.18637/jss.v014.i15},
month = {October},
pages = {1--25},
issn = {ISSN 1548-7660}
}
@article{hornik:Hornik:2005c,
author = {Kurt Hornik},
title = {A {CLUE} for {CLUster Ensembles}},
year = 2005,
journal = {Journal of Statistical Software},
volume = 14,
number = 12,
url = {http://www.jstatsoft.org/v14/i12/},
doi = {10.18637/jss.v014.i12},
month = {September},
file = {Hornik_j=JSS_y=2005.pdf}
}
@techreport{hornik:Zeileis+Meyer+Hornik:2005,
author = {Achim Zeileis and David Meyer and Kurt Hornik},
title = {Residual-based Shadings for Visualizing (Conditional)
Independence},
year = 2005,
month = {August},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
type = {Report},
number = 20,
url = {http://epub.wu.ac.at/id/eprint/1122},
file = {Zeileis+Meyer+Hornik_i=epub-wu-01_871.pdf}
}
@inproceedings{hornik:Hahsler+Hornik+Reutterer:2006a,
author = {Michael Hahsler and Kurt Hornik and Thomas Reutterer},
title = {Implications of Probabilistic Data Modeling for Mining
Association Rules},
year = 2006,
booktitle = {From Data and Information Analysis to Knowledge
Engineering (Proceedings of the 29th Annual Conference
of the Gesellschaft f\"ur Klassifikation e.V.,
University of Magdeburg, March 9--11, 2005)},
pages = {598--605},
publisher = {Springer-Verlag},
address = {Heidelberg},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization}
}
@techreport{hornik:Zeileis+Hothorn+Hornik:2005,
author = {Achim Zeileis and Torsten Hothorn and Kurt Hornik},
title = {Model-based Recursive Partitioning},
year = 2005,
month = {August},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
type = {Report},
number = 19,
url = {http://epub.wu.ac.at/id/eprint/54},
file = {Zeileis+Hothorn+Hornik_i=epub-wu-01_86e.pdf}
}
@incollection{hornik:Hornik+Leisch:2005a,
author = {Kurt Hornik and Friedrich Leisch},
title = {Ensemble Methods for Cluster Analysis},
booktitle = {Adaptive Information Systems and Modelling in
Economics and Management Science},
series = {Interdisciplinary Studies in Economics and Management},
volume = 5,
pages = {261--268},
publisher = {Springer-Verlag},
year = 2005,
editor = {Alfred Taudes},
note = {{ISBN 3-211-20684-1}},
doi = {10.1007/3-211-29901-7_16}
}
@incollection{hornik:Hornik+Leisch:2005b,
author = {Kurt Hornik and Friedrich Leisch},
title = {Open and Extensible Software for Data Analysis in
Management Science},
booktitle = {Adaptive Information Systems and Modelling in
Economics and Management Science},
series = {Interdisciplinary Studies in Economics and Management},
volume = 5,
pages = {269--276},
publisher = {Springer-Verlag},
year = 2005,
editor = {Alfred Taudes},
note = {{ISBN 3-211-20684-1}}
}
@article{hornik:Schosser+Fuchs+Leisch:2005b,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Additional Support for Linkage of Bipolar Disorder to
Chromosome 3q29},
journal = {The World Journal of Biological Psychiatry},
year = 2005,
volume = 6,
number = {Supplement 1},
pages = 189,
note = {Abstract}
}
@article{hornik:Schosser+Fuchs+Leisch:2005a,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Chromosome 3q29: Possible Schizophrenia Susceptibility
Region},
journal = {European Psychiatry},
year = 2005,
volume = 20,
number = {Supplement 1},
month = {March},
pages = {S68},
note = {Abstract}
}
@techreport{hornik:Hornik:2005b,
author = {Kurt Hornik},
title = {A {CLUE} for {CLUster Ensembles}},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
year = 2005,
type = {Report},
number = 17,
address = {Welthandelsplatz 1, 1020 Wien, Austria},
month = {May},
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu.ac.at:epub-wu-01_836},
file = {Hornik_i=epub-wu-01_836.pdf}
}
@inproceedings{hornik:Hornik:2005a,
author = {Kurt Hornik},
title = {Cluster Ensembles},
booktitle = {Classification --- The Ubiquitous Challenge},
pages = {65--72},
year = 2005,
editor = {Claus Weihs and Wolfgang Gaul},
publisher = {Springer-Verlag},
address = {Heidelberg},
note = {Proceedings of the 28th Annual Conference of the
Gesellschaft f{\"u}r Klassifikation e.V., University
of Dortmund, March 9--11, 2004},
doi = {10.1007/3-540-28084-7_6}
}
@techreport{hornik:Hahsler+Gruen+Hornik:2005a,
author = {Michael Hahsler and Bettina Gr{\"u}n and Kurt Hornik},
title = {A Computational Environment for Mining Association
Rules and Frequent Item Sets},
year = 2005,
month = {April},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirschaftsuniversit\"at Wien},
type = {Report},
number = 15,
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu.ac.at:epub-wu-01_821},
file = {Hahsler+Gruen+Hornik_i=epub-wu-01_821.pdf}
}
@techreport{hornik:Hahsler+Hornik+Reutterer:2005a,
author = {Michael Hahsler and Kurt Hornik and Thomas Reutterer},
title = {Implications of Probabilistic Data Modeling for Rule
Mining},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
year = 2005,
type = {Report},
number = 14,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/764},
file = {Hahsler+Hornik+Reutterer_i=epub-wu-01_7f0.pdf}
}
@article{hornik:Zeileis+Leisch+Kleiber:2005,
author = {Achim Zeileis and Friedrich Leisch and Christian
Kleiber and Kurt Hornik},
title = {Monitoring Structural Change in Dynamic Econometric
Models},
journal = {Journal of Applied Econometrics},
year = 2005,
volume = 20,
number = 1,
pages = {99--121},
doi = {10.1002/jae.776},
file = {Zeileis+Leisch+Kleiber_j=JAE_y=2005.pdf}
}
@article{hornik:Bailer+Wiesegger+Leisch:2005,
author = {Ursula Bailer and Georg Wiesegger and Friedrich Leisch
and Karoline Fuchs and I. Leitner and M. Letmaier and
A. Konstantinidis and J. Stastny and Werner Sieghart
and Kurt Hornik and B. Mitterauer and Siegfried Kasper
and Harald N. Aschauer},
title = {No Association of Clock Gene {T3111C} Polymorphism and
Affective Disorders},
journal = {European Neuropsychopharmacology},
year = 2005,
volume = 15,
pages = {51--55},
file = {Bailer+Wiesegger+Leisch_j=ENPP_y=2005.pdf}
}
@article{hornik:Hothorn+Leisch+Zeileis:2005,
author = {Torsten Hothorn and Friedrich Leisch and Achim Zeileis
and Kurt Hornik},
title = {The Design and Analysis of Benchmark Experiments},
journal = {Journal of Computational and Graphical Statistics},
year = 2005,
volume = 14,
number = 3,
pages = {675--699},
doi = {10.1198/106186005X59630},
file = {Hothorn+Leisch+Zeileis_j=JCGS_y=2005.pdf}
}
@article{hornik:Stamenkovic+Stasny+Riederer:2004,
title = {Association study of dopamine transporter genotypes
and correlation with striatal [I-123]beta-ClT binding
in Tourette's disorder},
journal = {European Neuropsychopharmacology},
year = 2004,
author = {Stamenkovic, M and Stasny, J and Riederer, F and
Leisch, F and Fuchs, K and Asenbaum, S and
Konstantinidis, A and Gebhart, C and Schindler, SD and
Schussler, P and Hornik, K and Sieghart, W and
Pakesch, G and Kasperi, S and Aschauer, HN},
volume = 14,
pages = {S392},
note = {Abstract},
doi = {10.1016/S0924-977X(04)80588-1}
}
@article{hornik:Schosser+Aschauer+Schloegelhofer:2004,
title = {Association study of Gilles de la Tourette Syndrome
with variants of the IL-10 receptor 1},
journal = {American Journal of Medical Genetics Part
B-Neuropsychiatric Genetics},
year = 2004,
author = {Schosser, A and Aschauer, HN and Schloegelhofer, M and
Leisch, F and Stamenkovic, M and Hornik, K and Gasche,
C},
volume = {130B},
number = 1,
pages = {101--102},
note = {Abstract}
}
@article{hornik:Karatzoglou+Smola+Hornik:2004b,
author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik
and Achim Zeileis},
title = {{\texttt{kernlab}}---{An} {S4} Package for Kernel
Methods in {R}},
journal = {Journal of Statistical Software},
year = 2004,
volume = 11,
number = 9,
url = {http://www.jstatsoft.org/v11/i09/},
doi = {10.18637/jss.v011.i09},
file = {Karatzoglou+Smola+Hornik_j=JSS_y=2004.pdf}
}
@article{hornik:Hornik+Leisch:2004,
author = {Kurt Hornik and Friedrich Leisch},
title = {{R Version 2.0.0}},
journal = {Computational Statistics},
year = 2004,
volume = 19,
number = 4,
pages = {661--664},
doi = {10.1007/bf02753918}
}
@article{hornik:Schosser+Fuchs+Leisch:2004d,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Examining chromosome 3q29 in schizophrenia and bipolar
affective disorder families},
journal = {European Archives of Psychiatry and Clinical
Neuroscience},
year = 2004,
volume = {Supplement 1},
pages = {I/37},
note = {Abstract}
}
@article{hornik:Schosser+Aschauer+Schloegelhofer:2004c,
author = {Alexandra Schosser and Harald N. Aschauer and Monika
Schl{\"o}gelhofer and Friedrich Leisch and Mara
Stamenkovich and Kurt Hornik and Christoph Gasche},
title = {Association Study of {Gille} de la {Tourette} Syndrom
with Variants of the {IL-10} Receptor 1},
journal = {American Journal of Medical Genetics},
year = 2004,
volume = {130B},
number = 1,
pages = {101--102},
note = {Abstract}
}
@article{hornik:Schosser+Fuchs+Leisch:2004c,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Additional Support for Schizophrenia and Bipolar
Disorder Linkage to Chromosome 3q29},
journal = {American Journal of Medical Genetics},
year = 2004,
volume = {130B},
pages = 122,
note = {Abstract}
}
@article{hornik:Gentleman+Carey+Bates:2004,
author = {Robert C. Gentleman and Vincent J. Carey and Douglas
M. Bates and Ben Bolstad and Marcel Dettling and
Sandrine Dudoit and Byron Ellis and Laurent Gautier
and Yongchao Ge and Jeff Gentry and Kurt Hornik and
Torsten Hothorn and Wolfgang Huber and Stefano Iacus
and Rafael Irizarry and Friedrich Leisch and Cheng Li
and Martin Maechler and Anthony J. Rossini and Gunther
Sawitzki and Colin Smith and Gordon Smyth and Luke
Tierney and Jean YH Yang and Jianhua Zhang},
title = {Bioconductor: Open Software Development for
Computational Biology and Bioinformatics},
journal = {Genome Biology},
year = 2004,
volume = 5,
number = 10,
pages = {R80.1--16},
doi = {10.1186/gb-2004-5-10-r80}
}
@techreport{hornik:Karatzoglou+Smola+Hornik:2004a,
author = {Alexandros Karatzoglou and Alex Smola and Kurt Hornik
and Achim Zeileis},
title = {{\texttt{kernlab}}---{An} {S4} Package for Kernel
Methods in {R}},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien},
address = {Welthandelsplatz 1, 1020 Wien, Austria},
year = 2004,
type = {Report},
number = 9,
month = {August},
url = {http://epub.wu.ac.at/dyn/openURL?id=oai:epub.wu.ac.at:epub-wu-01_766}
}
@inproceedings{hornik:Hornik:2004a,
author = {Kurt Hornik},
title = {R: The Next Generation},
booktitle = {{COMPSTAT} 2004 -- Proceedings in Computational
Statistics},
pages = {235--249},
year = 2004,
editor = {Jaromir Antoch},
publisher = {Physika Verlag},
address = {Heidelberg, Germany},
note = {{ISBN 3-7908-1554-3}},
doi = {10.1007/978-3-7908-2656-2_19}
}
@article{hornik:Meyer+Leisch+Hothorn:2004,
author = {David Meyer and Friedrich Leisch and Torsten Hothorn
and Kurt Hornik},
title = {{StatDataML}: An {XML} Format for Statistical Data},
journal = {Computational Statistics},
year = 2004,
volume = 19,
number = 3,
pages = {493--509},
month = {August},
doi = {10.1007/978-3-642-57489-4_84}
}
@techreport{hornik:Hothorn+Hornik+Zeileis:2004,
author = {Torsten Hothorn and Kurt Hornik and Achim Zeileis},
title = {Unbiased Recursive Partitioning: A Conditional
Inference Framework},
institution = {Research Report Series, Department of Statistics and
Mathematics, Wirtschaftsuniversit\"at Wien},
year = 2004,
type = {Report},
number = 8,
month = {July},
url = {http://epub.wu.ac.at/id/eprint/676}
}
@article{hornik:Schosser+Aschauer+Schloegelhofer:2004b,
author = {Alexandra Schosser and Harald N. Aschauer and Monika
Schl{\"o}gelhofer and Friedrich Leisch and Kurt Hornik
and C. Gasche},
title = {{IL-10} Receptor 1: Association Study in Bipolar
Affective Disorder},
journal = {International Journal of Neuropsychopharmacology},
year = 2004,
volume = 7,
number = {Supplement 1},
pages = 185,
month = {June},
note = {Abstract}
}
@article{hornik:Schosser+Aschauer+Schloegelhofer:2004a,
author = {Alexandra Schosser and Harald N. Aschauer and Monika
Schl{\"o}gelhofer and Friedrich Leisch and Kurt Hornik
and C. Gasche},
title = {Possible Association of Schizophrenia with Variants of
the {IL-10} Receptor 1},
journal = {European Psychiatry},
year = 2004,
volume = 19,
number = {Supplement 1},
pages = {161--162},
note = {Abstract}
}
@article{hornik:Schloegelhofer+Wiesegger+Bailer:2004,
author = {Monika Schl{\"o}gelhofer and Georg Wiesegger and
Ursula Bailer and Harald Eder and Ulrike Itzlinger and
Gudrun J{\"o}rgl and Friedrich Leisch and M. Priesch
and Alexandra Schosser and Kurt Hornik and Ulrike
Willinger and Harald N. Aschauer},
title = {The Effectiveness of Bibliotherapy ---
Cognitive-Behavioral Self-Help --- in Patients With
Partially Remitted Depression},
journal = {European Psychiatry},
year = 2004,
volume = 19,
number = {Supplement 1},
pages = 213,
note = {Abstract}
}
@article{hornik:Dimitriadou+Barth+Windischberger:2004,
author = {Evgenia Dimitriadou and Markus Barth and Christian
Windischberger and Kurt Hornik and Ewald Moser},
title = {A Quantitative Comparison of Functional {MRI} Cluster
Analysis},
journal = {Artificial Intelligence in Medicine},
year = 2004,
volume = 32,
number = 1,
pages = {57--71},
doi = {10.1016/j.artmed.2004.01.010}
}
@article{hornik:Bailer+Zwaan+Leisch:2004,
author = {Ursula Bailer and Martina de Zwaan and Friedrich
Leisch and Alexandra Strnad and Claudia
Lennkh-Wolfsberg and Nadia El-Giamal and Kurt Hornik
and Harald N. Aschauer},
title = {Guided Self-Help versus Cognitive Behavioral Group
Therapy in the Treatment of Bulimia Nervosa},
journal = {International Journal of Eating Disorders},
year = 2004,
volume = 35,
number = 4,
pages = {522--537},
month = {May},
file = {Bailer+Zwaan+Leisch_y=I_J_of_Eating_Disorders_y=2004.pdf},
doi = {10.1002/eat.20003}
}
@article{hornik:Chick+Aschauer+Hornik:2004,
author = {Jonathan Chick and Harald N. Aschauer and Kurt
{Hornik, on Behalf of The European Fluvoxamine in
Alcoholism Study Group}},
title = {Efficacy of Fluvoxamine in Preventing Relapse in
Alcohol Dependence: A One-Year, Double Blind,
Placebo-Controlled Multicenter Study With Analysis by
Typology},
journal = {Drug and Alcohol Dependence},
year = 2004,
volume = 74,
number = 1,
pages = {61--70},
month = {April},
file = {Chick+Aschauer+Hornik_j=Drug_and_Alcohol_Dependence_y=2004.pdf},
doi = {10.1016/j.drugalcdep.2003.11.012}
}
@article{hornik:Schosser+Fuchs+Leisch:2004b,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Schizophrenia and Bipolar Affective Disorder Possibly
Linked to Chromosome {3q29}},
journal = {European Neuropsychopharmacology},
year = 2004,
volume = 14,
number = {Supplement 1},
month = {March},
note = {Abstract},
doi = {10.1016/S0924-977X(04)90092-2}
}
@article{hornik:Schosser+Fuchs+Leisch:2004a,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Kurt Meszaros and
Elisabeth Lenzinger and Ulrike Willinger and Rainer
Strobl and Angela Heiden and Christian Gebhardt and
Siegfried Kasper and Werner Sieghart and Kurt Hornik
and Harald N. Aschauer},
title = {Possible Linkage of Schizophrenia and Bipolar
Affective Disorder to Chromosome 3q29: A Follow-up},
journal = {Journal of Psychiatric Research},
year = 2004,
volume = 38,
number = 3,
pages = {357--364}
}
@article{hornik:Gamper+Willeit+Sterz:2004,
author = {Gunnar Gamper and Matth{\"a}us Willeit and Fritz Sterz
and Harald Herkner and Alexander Zoufaly and Kurt
Hornik and C. Havel and A. N. Laggner},
title = {Life after Death: Posttraumatic Stress Disorder in
Survivors of Cardiac Arrest---Prevalence, Associated
Factors, and the Influence of Sedation and Analgesia},
journal = {Critical Care Medicine},
year = 2004,
volume = 32,
number = 2,
pages = {378--383},
doi = {10.1097/01.CCM.0000108880.97967.C0}
}
@article{hornik:Thierry+Willeit+Praschak-Rieder:2004,
author = {Nikolaus Thierry and Matth{\"a}us Willeit and Nicole
Praschak-Rieder and Peter Zill and Kurt Hornik and
Alexander Neumeister and Elisabeth Lenzinger and
J{\"u}rgen Stastny and Eva Hilger and Anastasios
Konstantinidis and Harald N. Aschauer and Manfred
Ackenheil and Brigitta Bondy and Siegfried Kasper},
title = {Serotonin Transporter Promoter Gene Polymorphic Region
({5-HTTLPR}) and Personality in Female Patients with
Seasonal Affective Disorder and in Healthy Controls},
journal = {European Neuropsychopharmacology},
year = 2004,
volume = 14,
number = 1,
pages = {53--58},
month = {January},
doi = {10.1016/S0924-977X(03)00064-6}
}
@article{hornik:Rossini+Heiberger+Sparapani:2004,
author = {Anthony J. Rossini and Richard M. Heiberger and Rodney
Sparapani and Martin M{\"a}chler and Kurt Hornik},
title = {Emacs Speaks Statistics: A multi-platform,
multi-package development environment for statistical
analysis},
journal = {Journal of Computational and Graphical Statistics},
year = 2004,
volume = 13,
number = 1,
pages = {247--261},
doi = {10.1198/1061860042985}
}
@article{hornik:Schloegelhofer+Wiesegger+Bailer:2003,
author = {Monika Schl{\"o}gelhofer and Georg Wiesegger and
Ursula Bailer and Harald Eder and Ulrike Itzlinger and
Gudrun J{\"o}rgl and Friedrich Leisch and M. Priesch
and Alexandra Schosser and Kurt Hornik and and Ulrike
Willinger and Harald N. Aschauer},
title = {Bibliotherapy --- Cognitive-Behavioral Self-Help in
Patients With Partially Remitted Depression},
journal = {International Journal of Psychiatry in Clinical
Practice},
year = 2003,
volume = 7,
number = 4,
pages = {314--315},
note = {Abstract}
}
@techreport{hornik:Hothorn+Leisch+Zeileis:2003,
author = {Torsten Hothorn and Friedrich Leisch and Achim Zeileis
and Kurt Hornik},
title = {The Design and Analysis of Benchmark Experiments},
institution = {SFB ``Adaptive Information Systems and Modelling in
Economics and Management Science''},
year = 2003,
type = {Report},
number = 82,
month = {November},
url = {http://epub.wu.ac.at/id/eprint/758}
}
@article{hornik:Weingessel+Hornik:2003,
author = {Andreas Weingessel and Kurt Hornik},
title = {A Robust Subspace Algorithm for Principal Component
Analysis},
journal = {International Journal of Neural Systems},
year = 2003,
volume = 5,
pages = {1--7},
doi = {10.1142/S0129065703001650}
}
@article{hornik:Meyer+Buchta+Karatzoglou:2003,
author = {David Meyer and Christian Buchta and Alexandros
Karatzoglou and Friedrich Leisch and Kurt Hornik},
title = {A Simulation Framework for Heterogeneous Agents},
journal = {Computational Economics},
year = 2003,
volume = 22,
number = 2,
pages = {285--301},
month = {October},
doi = {10.1023/A:1026150300999}
}
@article{hornik:Zeileis+Kleiber+Kraemer:2003,
author = {Achim Zeileis and Christian Kleiber and Walter
Kr{\"a}mer and Kurt Hornik},
title = {Testing and Dating of Structural Changes in Practice},
journal = {Computational Statistics and Data Analysis},
year = 2003,
volume = 44,
number = {1--2},
pages = {109--123},
month = {October},
doi = {10.1016/S0167-9473(03)00030-6},
file = {Zeileis+Kleiber+Kraemer_j=CSDA_y=2003.pdf}
}
@article{hornik:Schosser+Fuchs+Leisch:2003b,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Chromosome 3q29: Follow-up Linkage Analysis in
Schizophrenia and Bipolar Disorder},
journal = {European Neuropsychopharmacology},
year = 2003,
volume = 13,
number = {Supplement 4},
pages = {S463},
note = {Abstract},
month = {October},
file = {Schosser+Fuchs+Leisch_j=ENPP_y=2003.pdf},
doi = {10.1016/S0924-977X(03)92387-X}
}
@article{hornik:Thierry+Willeit+Praschak-Rieder:2003,
author = {Nikolaus Thierry and Matth{\"a}us Willeit and Nicole
Praschak-Rieder and Peter Zill and Kurt Hornik and
Alexander Neumeister and Eva Hilger and Siegfried
Kasper},
title = {Serotonin Transporter Promotor Gene Polymorphic Region
({5-HTTLPR}) and Personality in Female Patients With
Seasonal Affective Disorder and Healthy Controls},
journal = {European Neuropsychopharmacology},
year = 2003,
volume = 13,
number = {Supplement 4},
pages = {S185--S186},
month = {October},
note = {Abstract},
file = {Thierry+Willeit+Praschak-Rieder_j=ENPP_y=2003.pdf},
doi = {10.1016/S0924-977X(03)91737-8}
}
@article{hornik:Meyer+Leisch+Hornik:2003,
author = {David Meyer and Friedrich Leisch and Kurt Hornik},
title = {The Support Vector Machine under Test},
journal = {Neurocomputing},
year = 2003,
volume = 55,
pages = {169--186},
month = {September},
file = {Meyer+Leisch+Hornik_j=Neurocomputing_y=2003.pdf},
doi = {10.1016/S0925-2312(03)00431-4}
}
@article{hornik:Schosser+Fuchs+Leisch:2003a,
author = {Alexandra Schosser and Karoline Fuchs and Friedrich
Leisch and Ursula Bailer and Siegfried Kasper and
Werner Sieghart and Kurt Hornik and Harald
N. Aschauer},
title = {Schizophrenia and Bipolar Disorder: Possible Linkage
to Chromosome 3q29},
journal = {American Journal of Medical Genetics ---
Neuropsychiatric Genetics},
year = 2003,
volume = {122B},
number = 1,
pages = {135-136},
month = {September},
note = {Abstract}
}
@inproceedings{hornik:Dimitriadou+Weingessel+Hornik:2003,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {A Cluster Ensembles Framework},
booktitle = {Design and Application of Hybrid Intelligent Systems},
pages = {528--534},
year = 2003,
editor = {Ajith Abraham and Mario K\"oppen and Katrin Franke},
volume = 104,
series = {Frontiers in Artificial Intelligence and Applications},
publisher = {IOS Press},
note = {{ISBN 1-58603-394-8}}
}
@inproceedings{hornik:Dimitriadou+Barth+Hornik:2003,
author = {Evgenia Dimitriadou and Markus Barth and Kurt Hornik
and Ewald Moser},
title = {The Influence of Design Factors and {fMRI} Analysis
Methods Assessed by {ANOVA}},
booktitle = {Proceedings of the 20th Annual Meeting of the European
Society for Magnetic Resonance in Medicine and Biology
(ESMRMB 2003)},
year = 2003,
page = {S200},
note = {Abstract}
}
@inproceedings{hornik:Barth+Dimitriadou+Hornik:2003b,
author = {Markus Barth and Evgenia Dimitriadou and Kurt Hornik
and Ewald Moser},
title = {Ensemble Clustering of {fMRI} Data},
booktitle = {Proceedings of the 20th Annual Meeting of the European
Society for Magnetic Resonance in Medicine and Biology
(ESMRMB 2003)},
year = 2003,
page = {S171},
note = {Abstract}
}
@inproceedings{hornik:Dimitriadou+Hornik+Moser:2003,
author = {Evgenia Dimitriadou and Kurt Hornik and Ewald Moser
and Markus Barth},
title = {Application of the Neural Gas Algorithm in {fMRI}
Analysis},
booktitle = {Proceedings of the 20th Annual Meeting of the European
Society for Magnetic Resonance in Medicine and Biology
(ESMRMB 2003)},
year = 2003,
page = {S16},
note = {Abstract}
}
@inproceedings{hornik:Barth+Dimitriadou+Hornik:2003a,
author = {Markus Barth and Evgenia Dimitriadou and Kurt Hornik
and Ewald Moser},
title = {Comparison of clustering methods in {fMRI} analysis by
ranking association coefficients},
booktitle = {Proceedings of the 11th Scientific Metting of the
International Society of Magnetic Resonance in
Medicine},
year = 2003,
pages = 1817,
address = {Toronto, Ontario, Canada},
month = {July}
}
@inproceedings{hornik:Murrell+Hornik:2003,
author = {Paul Murrell and Kurt Hornik},
title = {Quality Assurance for Graphics in {R}},
booktitle = {Proceedings of the 3rd International Workshop on
Distributed Statistical Computing, Vienna, Austria},
editor = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
year = 2003,
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/Proceedings/},
note = {{ISSN 1609-395X}}
}
@inproceedings{hornik:Meyer+Zeileis+Hornik:2003,
author = {David Meyer and Achim Zeileis and Kurt Hornik},
title = {Visualizing Independence Using Extended Association
Plots},
booktitle = {Proceedings of the 3rd International Workshop on
Distributed Statistical Computing, Vienna, Austria},
editor = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
year = 2003,
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/Proceedings/},
note = {{ISSN 1609-395X}}
}
@inproceedings{hornik:Karatzoglou+Smola+Zeileis:2003,
author = {Alexandros Karatzoglou and Alex Smola and Achim
Zeileis and Kurt Hornik},
title = {{\texttt{kernlab}} -- {A} Kernel Methods Package},
booktitle = {Proceedings of the 3rd International Workshop on
Distributed Statistical Computing, March 20-22, 2003,
Technische Universit\"at Wien, Vienna, Austria},
editor = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
year = 2003,
url = {http://www.ci.tuwien.ac.at/Conferences/DSC-2003/Proceedings/},
note = {{ISSN 1609-395X}}
}
@proceedings{hornik:Hornik+Leisch+Zeileis:2003,
title = {Proceedings of the 3rd International Workshop on
Distributed Statistical Computing (DSC 2003)},
year = {2003},
editor = {Kurt Hornik and Friedrich Leisch and Achim Zeileis},
address = {Technische Universit{\"a}t Wien, Vienna, Austria},
url = {http://www.ci.tuwien.ac.at/Conferences/DSC.html},
note = {{ISSN 1609-395X}}
}
@techreport{hornik:Zeileis+Hornik:2003,
author = {Achim Zeileis and Kurt Hornik},
title = {Generalized {M}-Fluctuation Tests for Parameter
Instability},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 2003,
type = {Report},
number = 80,
month = {June},
url = {http://epub.wu.ac.at/id/eprint/716}
}
@article{hornik:Schloegelhofer+Eder+Itzlinger:2003,
author = {Monika Schl{\"o}gelhofer and Harald Eder and Ulrike
Itzlinger and Georg Wiesegger and Ursula Bailer and
Friedrich Leisch and Kurt Hornik and Gudrun J{\"o}rgl
and Ulrike Willinger and Harald N. Aschauer},
title = {{Bibliotherapie --- Kognitive Therapie in Buchform als
Selbsthilfe bei Patienten mit teilremittierter
Depression}},
journal = {Journal f{\"u}r Neurologie, Neurochirurgie und
Psychiatrie},
year = 2003,
volume = 1,
pages = {33--35},
note = {Case study, in German}
}
@article{hornik:Rauner+Zeileis+Schaffhauser-Linzatti:2003,
author = {Marion S. Rauner and Achim Zeileis and Michaela-Maria
Schaffhauser-Linzatti and Kurt Hornik},
title = {Modelling the Effects of the {Austrian} Inpatient
Reimbursement System on Length-of-Stay Distributions},
journal = {OR Spectrum},
year = 2003,
volume = 25,
pages = {193--206},
doi = {10.1007/s00291-003-0120-z}
}
@article{hornik:Gentleman+Hornik+Leisch:2002,
author = {Robert Gentleman and Kurt Hornik and Friedrich Leisch},
title = {R 1.5 and the {Bioconductor} 1.0 Releases},
journal = {Computational Statistics and Data Analysis},
year = 2002,
volume = 39,
number = 4,
pages = {557--558}
}
@article{hornik:Stamenkovic+Stastny+Schuessler:2002b,
title = {Tourette's disorder and dopamine transporter gene
polymorphism},
journal = {American Journal of Medical Genetics},
year = 2002,
author = {Stamenkovic, M and Stastny, J and Schuessler, P and
Fuchs, K and Gebhart, C and Riederer, F and Schindler,
SD and Leisch, F and Hornik, K and Sieghart, W and
Kasper, S and Aschauer, HN},
volume = 114,
number = 7,
pages = 833,
note = {Abstract}
}
@techreport{hornik:Meyer+Leisch+Hornik:2002,
author = {David Meyer and Friedrich Leisch and Kurt Hornik},
title = {Benchmarking Support Vector Machines},
institution = {SFB ``Adaptive Information Systems and Modelling in
Economics and Management Science''},
year = 2002,
type = {Report},
number = 78,
url = {http://epub.wu.ac.at/id/eprint/1578}
}
@techreport{hornik:Dimitriadou+Weingessel+Hornik:2002,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {A Mixed Ensemble Approach for the Semi-Supervised
Problem.},
institution = {SFB ``Adaptive Information Systems and Modelling in
Economics and Management Science''},
year = 2002,
type = {Report},
number = 77,
url = {http://epub.wu.ac.at/id/eprint/56}
}
@article{hornik:Stamenkovic+Stastny+Schuessler:2002,
author = {Mara Stamenkovic and J{\"u}rgen Stastny and Petra
Sch{\"u}ssler and Karoline Fuchs and Christian
Gebhardt and F. Riederer and S. D. Schindler and
Friedrich Leisch and Kurt Hornik and Werner Sieghart
and Siegfried Kasper and Harald N. Aschauer},
title = {Dopamine Transporter Gene Polymorphism in {Tourette's}
Disorder},
journal = {European Neuropsychopharmacology},
year = 2002,
volume = 12,
number = {Supplement 3},
pages = {437--438},
month = {October},
note = {Abstract},
file = {Stamenkovic+Stastny+Schuessler_j=ENPP_y=2002.pdf}
}
@article{hornik:Wiesegger+Bailer+Leitner:2002,
author = {Georg Wiesegger and Ursula Bailer and I. Leitner and
Juergen Stastny and Martin Letmaier and Karoline Fuchs
and Werner Sieghart and Friedrich Leisch and Kurt
Hornik and Bernhard Mitterauer and Siegfried Kasper
and Harald N. Aschauer},
title = {{T3111C} Polymorphism at the Clock Gene Locus and
Association with Affective Disorders},
journal = {American Journal of Medical Genetics ---
Neuropsychiatric Genetics},
year = 2002,
volume = 114,
number = 7,
pages = 776,
note = {Abstract},
url = {http://www.wcpg2002.be/}
}
@inproceedings{hornik:Dimitriadou+Barth+Windischberger:2002b,
author = {Evgenia Dimitriadou and Markus Barth and Christian
Windischberger and Ewald Moser and Kurt Hornik},
title = {An Explorative Concept for Classifying Activation in
Multi-Echo {fMRI} Data},
booktitle = {Magnetic Resonance, Materials in Physics, Biology and
Medicine},
pages = 163,
volume = 15,
year = 2002,
note = {Proceedings of the 19th Annual Meeting of the European
Society for Magnetic Resonance in Medicine and Biology
(ESMRMB 2002), Cannes, France}
}
@inproceedings{hornik:Dimitriadou+Weingessel+Hornik:2002c,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {A Mixed Ensemble Approach for the Semi-Supervised
Problem},
booktitle = {Proceedings of the International Conference on
Artificial Neural Networks ({ICANN} 02)},
editor = {Jos{\'e} R. Dorronsoro},
volume = 2415,
series = {Lecture Notes in Computer Science},
publisher = {Springer},
pages = {571--576},
year = 2002
}
@inproceedings{hornik:Barth+Dimitriadou+Windischberger:2002,
author = {Markus Barth and Evgenia Dimitriadou and Christian
Windischberger and Kurt Hornik and Ewald Moser},
title = {{AveSure} --- Statistical Validation of {fMRI}
Clustering Results},
booktitle = {{NeuroImage}},
year = 2002,
volume = 16,
pages = 371
}
@inproceedings{hornik:Dimitriadou+Barth+Windischberger:2002a,
author = {Evgenia Dimitriadou and Markus Barth and Christian
Windischberger and Kurt Hornik and Ewald Moser},
title = {Detecting Regions of Interest in {fMRI}: An
Application on Exploratory-based Data Analysis},
booktitle = {Proceedings of the 2002 {IEEE} World Congress on
Computational Intelligence (WCCI 2002)},
pages = {1488--1492},
year = 2002,
editor = {David Fogel},
volume = {2 (FUZZ-IEEE)}
}
@article{hornik:Willinger+Lenzinger+Hornik:2002,
author = {Ulrike Willinger and Elisabeth Lenzinger and Kurt
Hornik and Gabriele Fischer and Georg Sch{\"o}nbeck
and Harald N. Aschauer and Kurt {Meszaros, on Behalf
of The European Fluvoxamine in Alcoholism Study
Group}},
title = {Anxiety as a predictor of relapse in detoxified
alcohol dependents},
journal = {Alcohol and Alcoholism},
year = 2002,
volume = 37,
number = 6,
pages = {609--612},
doi = {10.1093/alcalc/37.6.609}
}
@inproceedings{hornik:Hornik:2002,
author = {Kurt Hornik},
title = {Tools and Strategies for Managing Software Library
Repositories},
booktitle = {Statistics in an Era of Technological Change,
Proceedings of the 2002 Joint Statistical Meetings},
pages = {1490--1493},
year = 2002
}
@inproceedings{hornik:Meyer+Leisch+Hothorn:2002,
author = {David Meyer and Friedrich Leisch and Torsten Hothorn
and Kurt Hornik},
title = {{StatDataML}: An {XML} Format for Statistical Data},
booktitle = {{COMPSTAT} 2002 -- Proceedings in Computational
Statistics},
pages = {545--550},
year = 2002,
editor = {Wolfgang H{\"a}rdle and Bernd R{\"o}nz},
publisher = {Physika Verlag},
address = {Heidelberg, Germany},
note = {{ISBN 3-7908-1517-9}},
doi = {10.1007/978-3-642-57489-4_84}
}
@inproceedings{hornik:Hothorn+Hornik:2002,
author = {Torsten Hothorn and Kurt Hornik},
title = {Exact Nonparametric Inference in {R}},
booktitle = {{COMPSTAT} 2002 -- Proceedings in Computational
Statistics},
pages = {355--360},
year = 2002,
editor = {Wolfgang H{\"a}rdle and Bernd R{\"o}nz},
publisher = {Physika Verlag},
address = {Heidelberg, Germany},
note = {{ISBN 3-7908-1517-9}},
doi = {10.1007/978-3-642-57489-4_52}
}
@article{hornik:Dimitriadou+Weingessel+Hornik:2002b,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {A Combination Scheme for Fuzzy Clustering},
journal = {International Journal of Pattern Recognition and
Artificial Intelligence},
year = 2002,
volume = 16,
number = 7,
pages = {901--912},
doi = {10.1142/S0218001402002052}
}
@incollection{hornik:Hornik+Leisch:2002,
author = {Kurt Hornik and Friedrich Leisch},
title = {Vienna and {R}: Love, Marriage and the Future},
booktitle = {{Festschrift 50 Jahre {\"O}sterreichische Statistische
Gesellschaft}},
pages = {61--70},
publisher = {{\"O}sterreichische Statistische Gesellschaft},
year = 2002,
editor = {Rudolf Dutter},
note = {ISSN 1026-597X}
}
@article{hornik:Wiesegger+Schloegelhofer+Eder:2002b,
author = {Georg Wiesegger and Monika Schl{\"o}gelhofer and
Harald Eder and Ursula Baiker and Ulrike Itzlinger and
Gudrun J{\"o}rgl and Ulrike Willinger and Friedrich
Leisch and Kurt Hornik and Harald N. Aschauer},
title = {Cognitive behavioral bibliotherapy in patients with
partially remitted depression},
journal = {The International Journal of Neuropsychopharmacology},
year = 2002,
volume = 5,
number = {S1},
pages = {S104},
note = {Abstract}
}
@article{hornik:Bailer+Leisch+Meszaros:2002b,
author = {Ursula Bailer and Friedrich Leisch and Kurt Meszaros
and Elisabeth Lenzinger and Ulrike Willinger and
Rainer Strobl and Angela Heiden and Christian Gebhardt
and Elisabeth D{\"o}ge and Karoline Fuchs and Werner
Sieghart and Siegfried Kasper and Kurt Hornik and
Harald N. Aschauer},
title = {Genome Scan for Susceptibility Loci for Schizophrenia
and Bipolar Disorder},
journal = {Biological Psychiatry},
year = 2002,
volume = 52,
pages = {40--52},
month = {July},
file = {Bailer+Leisch+Meszaros_j=Biological_Psychiatry_y=2002.pdf},
doi = {10.1016/S0006-3223(02)01320-3}
}
@article{hornik:Bailer+Leisch+Meszaros:2002a,
author = {Ursula Bailer and Friedrich Leisch and Kurt Meszaros
and Elisabeth Lenzinger and Ulrike Willinger and
Rainer Strobl and Angela Heiden and Christian Gebhardt
and Elisabeth Gerhard and Karoline Fuchs and Werner
Sieghart and Siegfried Kasper and Kurt Hornik and
Harald N. Aschauer},
title = {Genome Scan for Susceptibility Loci for Psychotic
Disorders},
journal = {Biological Psychiatry},
year = 2002,
volume = 51,
pages = {43S},
note = {Abstract}
}
@article{hornik:Wiesegger+Schloegelhofer+Eder:2002a,
author = {Georg Wiesegger and Monika Schl{\"o}gelhofer and
Harald Eder and Friedrich Leisch and Ursula Bailer and
Kurt Hornik and Gudrun J{\"o}rgl and Ulrike Willinger
and Harald N. Aschauer},
title = {Bibliotherapy---cognitive-behavioral self help
strategies in patients with major depression},
journal = {European Psychiatry},
year = 2002,
volume = 17,
number = {Supplement 1},
pages = {174--175},
month = {May},
note = {Abstract}
}
@article{hornik:Praschak-Rieder+Willeit+Winkler:2002,
author = {Nicole Praschak-Rieder and Matth{\"a}us Willeit and
Dietmar Winkler and Alexander Neumeister and Eva
Hilger and Peter Zill and Kurt Hornik and J{\"u}rgen
Stastny and Nikolaus Thierry and Manfred Ackenheil and
Brigitta Bondy and Siegfried Kasper},
title = {Role of Family History and {5-HTTLPR} Polymorphism in
Female Seasonal Affective Disorder Patients with and
without Premenstrual Dysphoric Disorder},
journal = {European Neuropsychopharmacology},
year = 2002,
volume = 12,
number = 2,
pages = {129--134},
month = {April},
file = {Praschak-Rieder+Willeit+Winkler_j=ENPP_y=2002.pdf},
doi = {10.1016/S0924-977X(01)00146-8}
}
@techreport{hornik:Leisch+Hothorn+Hornik:2002,
author = {David Meyer Friedrich Leisch and Torsten Hothorn and
Kurt Hornik},
title = {StatDataML: An {XML} Format for Statistical Data},
institution = {SFB ``Adaptive Information Systems and Modelling in
Economics and Management Science''},
year = 2002,
type = {Report},
number = 75,
url = {http://epub.wu.ac.at/id/eprint/540}
}
@techreport{hornik:Meyer+Buchta+Karatzoglou:2002,
author = {David Meyer and Christian Buchta and Alexandros
Karatzoglou and Friedrich Leisch and Kurt Hornik},
title = {A Simulation Framework for Heterogeneous Agents},
institution = {SFB ``Adaptive Information Systems and Modelling in
Economics and Management Science''},
year = 2002,
type = {Report},
number = 74,
url = {http://epub.wu.ac.at/id/eprint/548}
}
@techreport{hornik:Zeileis+Leisch+Kleiber:2002,
author = {Achim Zeileis and Friedrich Leisch and Christian
Kleiber and Kurt Hornik},
title = {Monitoring Structural Change in Dynamic Econometric
Models},
institution = {SFB ``Adaptive Information Systems and Modelling in
Economics and Management Science''},
year = 2002,
type = {Report},
number = 64,
month = {March},
url = {http://epub.wu.ac.at/id/eprint/1296}
}
@inproceedings{hornik:Dimitriadou+Weingessel+Hornik:2002a,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {A Combination Scheme for Fuzzy Clustering},
booktitle = {Advances in Soft Computing, International Conference
on Fuzzy Systems (AFSS 2002)},
pages = {332--338},
year = 2002,
editor = {Nikhil R. Pal and Michio Sugeno},
volume = 2275,
series = {Lecture Notes in Artificial Intelligence},
address = {Calcutta, India}
}
@article{hornik:Hothorn+Hornik+Ligges:2002,
author = {Torsten Hothorn and Kurt Hornik and Uwe Ligges},
title = {R: {Eine Sprache f\"ur Datenanalyse und
-visualisierung}},
journal = {iX Magazin f\"ur professionelle Informationstechnik},
year = 2002,
volume = 2002,
number = 3,
pages = {141--143}
}
@article{hornik:Zeileis+Leisch+Hornik:2002,
author = {Achim Zeileis and Friedrich Leisch and Kurt Hornik and
Christian Kleiber},
title = {strucchange: An {R} Package for Testing for Structural
Change in Linear Regression Models},
journal = {Journal of Statistical Software},
year = 2002,
volume = 7,
number = 2,
url = {http://www.jstatsoft.org/v07/i02/},
doi = {10.18637/jss.v007.i02}
}
@article{hornik:Stamenkovic+Schindler+Riederer:2001,
title = {Serotonin and dopamine transporter genes and response
to risperidone in Tourette' Disorder},
journal = {Society for Neuroscience Abstracts},
year = 2001,
author = {Stamenkovic, M. and Schindler, S. and Riederer, F. and
Hornik, K. and Sieghart, W. and Kasper, S. and
Aschauer, H.},
volume = 27,
number = 1,
pages = 39,
note = {Abstract}
}
@article{hornik:Stamenkovic+Aschauer+Riederer:2001,
author = {Mara Stamenkovic and Harald N. Aschauer and
F. Riederer and S. D. Schindler and Friedrich Leisch
and Eva Resinger and Alexander Neumeister and Kurt
Hornik and Siegfried Kasper},
title = {Study of Family History in Seasonal Affective
Disorder},
journal = {Neuropsychobiology},
year = 2001,
volume = 44,
pages = {65--69},
doi = {10.1159/000054917}
}
@article{hornik:Bailer+Leisch+Kasper:2001,
author = {Ursula Bailer and Friedrich Leisch and Siegfried
Kasper and Kurt Hornik and Harald N. Aschauer},
title = {Genome Scan for Susceptibility Loci for Psychotic
Disorders},
journal = {The World Journal of Biological Psychiatry},
year = 2001,
volume = 2,
number = {Supplement 1},
pages = {212S},
note = {Abstract}
}
@proceedings{hornik:Dorffner+Bischof+Hornik:2001,
title = {Artificial Neural Networks --- ICANN 2001},
year = 2001,
editor = {Georg Dorffner and Horst Bischof and Kurt Hornik},
number = 2130,
series = {Lecture Notes in Computer Science},
publisher = {Springer},
note = {{ISBN 3-540-42486-5}},
doi = {10.1007/3-540-44668-0}
}
@inproceedings{hornik:Dimitriadou+Weingessel+Hornik:2001,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {Voting-Merging: An Ensemble Method for Clustering},
booktitle = {Artificial Neural Networks --- ICANN 2001},
editor = {Georg Dorffner and Horst Bischof and Kurt Hornik},
year = 2001,
publisher = {Springer},
address = {Vienna, Austria},
month = {August},
pages = {217--224}
}
@article{hornik:Willeit+Stastny+Pirker:2001,
author = {Matth{\"a}us Willeit and J{\"u}rgen Stastny and Walter
Pirker and Nicole Praschak-Rieder and Alexander
Neumeister and Susanne Asenbaum and Johannes Tauscher
and Karoline Fuchs and Werner Sieghart and Kurt Hornik
and Harald N. Aschauer and Thomas Br{\"u}cke and
Siegfried Kasper},
title = {No Evidence for in Vivo Regulation of Midbrain
Serotonin Transporter Availability by Serotonin
Transporter Promoter Gene Polymorphism},
journal = {Biological Psychiatry},
year = 2001,
volume = 50,
number = 1,
pages = {8--12},
month = {July},
file = {Willeit+Stastny+Pirker_j=Biological_Psychiatry_y=2001.pdf},
doi = {10.1016/S0006-3223(00)01123-9}
}
@article{hornik:Bailer+Leisch+Schuessler:2001,
author = {Ursula Bailer and Friedrich Leisch and Petra
Sch{\"u}ssler and Nadia El-Giamal and Alexandra Strnad
and Kurt Hornik and Siegfried Kasper and Martina de
Zwaan},
title = {Tryptophan Depletion in Bulimia Nervosa},
journal = {European Neuropsychopharmacology},
year = 2001,
volume = 11,
number = {Supplement 3},
pages = {S367},
note = {Abstract},
file = {Bailer+Leisch+Schuessler_j=ENPP_y=2001.pdf}
}
@techreport{hornik:Meyer+Karatzoglou+Buchta:2001,
author = {David Meyer and Alexandros Karatzoglou and Christian
Buchta and Friedrich Leisch and Kurt Hornik},
title = {Running Agent-Based Simulations},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 2001,
type = {Working Paper},
month = {June},
number = 80,
url = {http://epub.wu.ac.at/id/eprint/296}
}
@article{hornik:Ripley+Hornik:2001,
author = {Brian D. Ripley and Kurt Hornik},
title = {Date-Time Classes},
journal = {R News},
year = 2001,
volume = 1,
number = 2,
pages = {8--11},
month = {June},
url = {http://CRAN.R-project.org/doc/Rnews/}
}
@techreport{hornik:Rossini+Maechler+Hornik:2001,
author = {Anthony J. Rossini and Martin M{\"a}chler and Kurt
Hornik and Richard M. Heiberger and Rodney Sparapani},
title = {Emacs Speaks Statistics: A Universal Interface for
Statistical Analysis},
institution = {Department of Biostatistics, University of Washington},
number = 164,
year = 2001,
url = {http://software.biostat.washington.edu/statsoft/ess/ess-techrep.pdf},
type = {Report}
}
@techreport{hornik:Zeileis+Leisch+Hornik:2001,
author = {Achim Zeileis and Friedrich Leisch and Kurt Hornik and
Christian Kleiber},
title = {strucchange: An {R} Package for Testing for Structural
Change in Linear Regression Models},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 2001,
type = {Report},
number = 55,
month = {May},
url = {http://epub.wu.ac.at/id/eprint/1124}
}
@proceedings{hornik:Hornik+Leisch:2001,
title = {Proceedings of the 2nd International Workshop on
Distributed Statistical Computing (DSC 2001)},
year = 2001,
editor = {Kurt Hornik and Friedrich Leisch},
address = {Technische Universit{\"a}t Wien, Vienna, Austria},
url = {http://www.ci.tuwien.ac.at/Conferences/DSC.html},
note = {ISSN 1609-395X}
}
@article{hornik:Cejna+Thurnher+Iliasch:2001,
author = {Manfred Cejna and Siegfried Thurnher and Hans Iliasch
and Walter Horvath and Peter Waldenberger and Kurt
Hornik and Johannes Lammer},
title = {{PTA} versus {Palmaz} Stent Placement in
Femoropopliteal Artery Obstructions: A Multicenter
Prospective Randomized Study},
journal = {Journal of Vascular and Interventional Radiology},
year = 2001,
volume = 12,
number = 1,
month = {January},
pages = {23--32},
doi = {10.1016/S1051-0443(07)61397-9}
}
@incollection{hornik:Hornik+Leisch:2001a,
author = {Kurt Hornik and Friedrich Leisch},
title = {Neural Network Models},
booktitle = {A Course in Time Series Analysis},
pages = {348--362},
publisher = {John Wiley \& Sons},
year = 2001,
editor = {Daniel Pe{\~{n}}a and George C. Tiao and Ruey S. Tsay},
series = {Wiley Series in Probability and Statistics},
chapter = 13,
address = {New York},
note = {{ISBN 0-471-36164-X}}
}
@article{hornik:Itzlinger+Heiden+Schussler:2000,
title = {Bipolar disorder: Candidate genes involved in
serotonin and dopamine neurotransmission.},
journal = {American Journal of Medical Genetics},
year = 2000,
author = {Itzlinger, U and Heiden, A and Schussler, P and
Leisch, F and Scharfetter, J and Gebhardt, C and
Fuchs, K and Willeit, M and Nilsson, L and
Miller-Reiter, E and Stompe, T and Meszaros, K and
Sieghart, W and Hornik, K and Kasper, S and Aschauer,
HN},
volume = 96,
number = 4,
pages = {491--492},
note = {Abstract}
}
@article{hornik:Schussler+Stamenkovic+Schindler:2000,
title = {Dopamine transporter genotypes and imaging in Tourette
disorder},
journal = {European Psychiatry},
year = 2000,
author = {Schussler, P and Stamenkovic, M and Schindler, SD and
Asenbaum, S and Fuchs, K and Leisch, F and Riederer, F
and Sieghart, W and Kasper, S and Hornik, K and
Aschauer, HN},
volume = 15,
pages = {332S},
note = {Abstract},
doi = {10.1016/S0924-9338(00)94450-X}
}
@article{hornik:Meszaros+Lenzinger+Hornik:2000b,
title = {The Tridimensional Personality Questionnaire:
Predictor of relapse in detoxified alcoholics},
journal = {Alcoholism Clinical and Experimental Research},
year = 2000,
author = {Meszaros, K. and Lenzinger, E. and Hornik, K. and
Fuereder, T. and Willinger, U. and Fischer, G. and
Schoenbeck, G. and Aschauer, H. N.},
volume = 24,
number = {5 Supplement},
pages = {189A},
note = {Abstract}
}
@article{hornik:Heiden+Schuessler+Itzlinger:2000,
author = {Angela Heiden and Petra Sch{\"u}ssler and Ulrike
Itzlinger and Friedrich Leisch and Joachim Scharfetter
and Christian Gebhardt and Karoline Fuchs and
Matth{\"a}us Willeit and Linda Nilsson and Ellenore
Miller-Reiter and Thomas Stompe and Kurt Meszaros and
Werner Sieghart and Kurt Hornik and Siegfried Kasper
and Harald N. Aschauer},
title = {Association Studies of Candidate Genes in Bipolar
Disorders},
journal = {Neuropsychobiology},
year = 2000,
volume = 42,
number = {suppl 1},
pages = {18--21},
doi = {10.1159/000054846}
}
@article{hornik:Gebhardt+Leisch+Schuessler:2000,
author = {Christian Gebhardt and Friedrich Leisch and Petra
Sch{\"u}ssler and Karoline Fuchs and Thomas Stompe and
Werner Sieghart and Kurt Hornik and Siegfried Kasper
and Harald N. Aschauer},
title = {Non-Association of Dopamine {D4} and {D2} Receptor
Genes with Personality in Healthy Individuals},
journal = {Psychiatric Genetics},
year = 2000,
volume = 10,
number = 3,
pages = {131--137},
doi = {10.1097/00041444-200010030-00005}
}
@article{hornik:Weingessel+Hornik:2000,
author = {Andreas Weingessel and Kurt Hornik},
title = {Local {PCA} Algorithms},
journal = {IEEE Transactions on Neural Networks},
year = 2000,
volume = 11,
number = 6,
month = {November},
pages = {1242--1250},
doi = {10.1109/72.883408}
}
@article{hornik:Meszaros+Lenzinger+Hornik:2000,
author = {Kurt Meszaros and Elisabeth Lenzinger and Kurt Hornik
and Thomas F{\"u}reder and Thomas Stompe and Ulrike
Willinger and Angela Heiden and Nahid Fathi and
Elisabeth Gerhard and Karoline Fuchs and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {Association Study of Schizophrenia Spectrum Disorders
and Dopamine {D3} Receptor Gene: Is Schizoaffective
Disorder Special?},
journal = {Psychiatry Research},
year = 2000,
volume = 96,
number = 2,
pages = {179--183},
month = {October},
file = {Meszaros+Lenzinger+Hornik_j=Psychiatry_Research_y=2000.pdf},
doi = {10.1016/S0165-1781(00)00209-2}
}
@article{hornik:Schuessler+Gebhardt+Leisch:2000,
author = {Petra Sch{\"u}ssler and Christian Gebhardt and
Friedrich Leisch and Karoline Fuchs and Thomas Stompe
and Werner Sieghart and Siegfried Kasper and Kurt
Hornik and Harald N. Aschauer},
title = {Novelty Seeking and Harm Avoidance and Dopamine 4 and
Serotonine {2A} Receptor Gene Polymorphisms},
journal = {European Neuropsychopharmacology},
year = 2000,
volume = 10,
number = {Supplement 3},
pages = 398,
month = {September},
note = {Abstract},
file = {Schuessler+Gebhardt+Leisch_j=ENPP_y=2000.pdf}
}
@article{hornik:Leisch+Hornik+Kuan:2000,
author = {Friedrich Leisch and Kurt Hornik and Chung-Ming Kuan},
title = {Monitoring Structural Changes with the Generalized
Fluctuation Test},
journal = {Econometric Theory},
year = 2000,
volume = 16,
pages = {835--854},
file = {Leisch+Hornik+Kuan_j=Econometric_Theory_y=2000.pdf},
doi = {10.1017/S0266466600166022}
}
@article{hornik:Bailer+Leisch+Meszaros:2000a,
author = {Ursula Bailer and Friedrich Leisch and Kurt Meszaros
and Elisabeth Lenzinger and Ulrike Willinger and
Rainer Strobl and Christian Gebhardt and Elisabeth
Gerhard and Karoline Fuchs and Werner Sieghart and
Siegfried Kasper and Kurt Hornik and Harald
N. Aschauer},
title = {Genome Scan for Susceptibility Loci for Schizophrenia},
journal = {Neuropsychobiology},
year = 2000,
volume = 42,
pages = {175--182},
doi = {10.1159/000026690}
}
@article{hornik:Trapletti+Leisch+Hornik:2000,
author = {Adrian Trapletti and Friedrich Leisch and Kurt Hornik},
title = {Stationary and Integrated Autoregressive Neural
Network Processes},
journal = {Neural Computation},
year = 2000,
volume = 12,
number = 10,
pages = {2427--2450},
doi = {10.1162/089976600300015006}
}
@article{hornik:Stamenkovic+Schindler+Asenbaum:2000,
author = {Mara Stamenkovic and S. D. Schindler and Susanne
Asenbaum and Karoline Fuchs and Friedrich Leisch and
Kurt Hornik and Werner Sieghart and Petra
Sch{\"u}ssler and F. Riederer and Siegfried Kasper and
Harald N. Aschauer},
title = {Dopamine Transporter ({DAT 1}) Genotypes and
{[$^{123}$I]-$^\beta$-CIT} {SPECT} Imaging of {DAT} in
{Tourette Disorder (TD)}},
journal = {Biological Psychiatry},
year = 2000,
volume = 47,
number = 8,
pages = {S112},
month = {April},
note = {Abstract},
file = {Stamenkovic+Schindler+Asenbaum_j=Biological_Psychiatry_y=2000.pdf},
doi = {10.1016/S0006-3223(00)00634-X}
}
@article{hornik:Stamenkovic+Schindler+Asenbaum:1999,
title = {Dopamine transporter (DAT 1) genotypes and
(123I)-beta-CIT spect imaging of DAT in Tourette
syndrome (GTS)},
journal = {Society for Neuroscience Abstracts},
year = 1999,
author = {Stamenkovic, M. and Schindler, S.-D. and Asenbaum,
S. and El-Giamal, N. and Fuchs, K. and Hornik, K. and
Sieghart, W. and Kasper, S. and Aschauer, H. N.},
volume = 25,
number = {1-2},
pages = 2100,
note = {Abstract}
}
@article{hornik:Gebhardt+Stompe+Leisch:1999,
author = {Christian Gebhardt and Thomas Stompe and Friedrich
Leisch and Karoline Fuchs and Nahid Fathi and Kurt
Hornik and Werner Sieghart and Siegfried Kasper and
Harald N. Aschauer},
title = {{5HT2A} ({HIS 452 TRY}) Receptor Gene Polymorphism and
Personality Traits},
journal = {Molecular Psychiatry},
year = 1999,
volume = 4,
number = {Supplement 1},
pages = {S90},
month = {September},
note = {Abstract}
}
@article{hornik:Scharfetter+Albus+Hornik:1999,
author = {Joachim Scharfetter and M. Albus and Kurt Hornik and
Karoline Fuchs and G. Melamed and Friedrich Leisch and
Werner Sieghart and Siegfried Kasper and Harald
N. Aschauer},
title = {Association of Tardive Dyskinesia and Dopamine {D3}
and {D4} Receptor Gene Polymorphism},
journal = {Molecular Psychiatry},
year = 1999,
volume = 4,
number = {Supplement 1},
pages = {S85},
month = {September},
note = {Abstract}
}
@article{hornik:Meszaros+Lenzinger+Hornik:1999b,
author = {Kurt Meszaros and Elisabeth Lenzinger and Kurt Hornik
and Thomas F{\"u}reder and Thomas Stompe and Ulrike
Willinger and Angela Heiden and Nahid Fathi and
Elisabeth Gerhard and Karoline Fuchs and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {Association Study of Schizophrenia Spectrum Disorders
and Dopamine {D3} Receptor Gene},
journal = {Molecular Psychiatry},
year = 1999,
volume = 4,
number = {Supplement 1},
pages = {S84},
month = {September},
note = {Abstract}
}
@article{hornik:Bailer+Leisch+Meszaros:1999,
author = {Ursula Bailer and Friedrich Leisch and Kurt Meszaros
and Elisabeth Lenzinger and Ulrike Willinger and
Angela Heiden and Thomas Stompe and Rainer Strobl and
Christian Gebhardt and Elisabeth Gerhard and Karoline
Fuchs and Werner Sieghart and Siegfried Kasper and
Kurt Hornik and Harald N. Aschauer},
title = {Genome Scan for Susceptability Loci of Psychotic
Disorders},
journal = {Molecular Psychiatry},
year = 1999,
volume = 4,
number = {Supplement 1},
pages = {S30},
month = {September},
note = {Abstract}
}
@inproceedings{hornik:Leisch+Hornik:1999,
author = {Friedrich Leisch and Kurt Hornik},
title = {Stabilization of $k$-Means with Bagged Clustering},
booktitle = {Proceedings of the 1999 Joint Statistical Meetings},
year = 1999
}
@article{hornik:Aschauer+Meszaros+Lenzinger:1999,
author = {Harald N. Aschauer and Kurt Meszaros and Elisabeth
Lenzinger and Kurt Hornik and Thomas F{\"u}reder and
Ulrike Willinger and Gabriele Fischer and Georg
Sch{\"o}nbeck},
title = {Novelty Seeking Predicts Relapse in Detoxified Male
Alcohol Dependents},
journal = {European Neuropsychopharmacology},
year = 1999,
volume = 9,
number = {Supplement 5},
pages = 336,
month = {September},
note = {Abstract},
file = {Aschauer+Meszaros+Lenzinger_j=ENPP_y=1999.pdf}
}
@article{hornik:Lenzinger+Meszaros+Willinger:1999,
author = {Elisabeth Lenzinger and Kurt Meszaros and Ulrike
Willinger and Gabriele Fischer and Georg Sch{\"o}nbeck
and Kurt Hornik and Harald N. Aschauer},
title = {Prevalence and Relapse Predicting Value of
{Cloninger}'s Alcoholism Types},
journal = {European Neuropsychopharmacology},
year = 1999,
volume = 9,
number = {Supplement 5},
pages = 344,
month = {September},
note = {Abstract},
file = {Lenzinger+Meszaros+Willinger_j=ENPP_y=1999.pdf}
}
@article{hornik:Scharfetter+Chaudhry+Hornik:1999b,
author = {Joachim Scharfetter and Haroon R. Chaudhry and Kurt
Hornik and Karoline Fuchs and Nahid Fathi and
Christian Gebhardt and Werner Sieghart and Siegfried
Kasper and Harald N. Aschauer},
title = {Dopamine {D3} Receptor Gene and Response to Clozapine},
journal = {Biological Psychiatry},
year = 1999,
volume = 45,
number = {8S},
pages = {82S},
note = {Abstract}
}
@article{hornik:Willeit+Praschak-Rieder+Neumeister:1999,
author = {Matth{\"a}us Willeit and Nicole Praschak-Rieder and
Alexander Neumeister and J{\"u}rgen Stastny and Eva
Hilger and Nikolaus Thierry and Karoline Fuchs and
Elisabeth Lenzinger and Werner Sieghart and Kurt
Hornik and Harald N. Aschauer and Siegfried Kasper},
title = {No Association between {5-HTTLPR} and Seasonal
Affective Disorder},
journal = {Biological Psychiatry},
year = 1999,
volume = 45,
number = {8S},
pages = {83S},
note = {Abstract}
}
@techreport{hornik:Trapletti+Leisch+Hornik:1999a,
author = {Adrian Trapletti and Friedrich Leisch and Kurt Hornik},
title = {On the Ergodicity and Stationarity of the {ARMA}(1,1)
Recurrent Neural Network Process},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1999,
type = {Working Paper},
number = 37,
month = {May},
url = {http://epub.wu.ac.at/id/eprint/652}
}
@techreport{hornik:Dimitriadou+Weingessel+Hornik:1999e,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {A Voting-Merging Clustering Algorithm},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1999,
type = {Working Paper},
number = 31,
month = {April},
url = {http://epub.wu.ac.at/id/eprint/94}
}
@article{hornik:Diamantaras+Hornik+Strintzis:1999,
author = {Konstantinos Diamantaras and Kurt Hornik and Michael
G. Strintzis},
title = {Optimal Linear Compression and Decompression under
Unreliable Representation and Robust {PCA} Neural
Models},
journal = {IEEE Transactions on Neural Networks},
year = 1999,
volume = 10,
number = 5,
pages = {1186--1195},
month = {September},
doi = {10.1109/72.788657}
}
@article{hornik:Scharfetter+Chaudhry+Hornik:1999a,
author = {Joachim Scharfetter and Haroon R. Chaudhry and Kurt
Hornik and Karoline Fuchs and Werner Sieghart and
Siegfried Kasper and Harald N. Aschauer},
title = {Dopamine {D3} Receptor Gene Polymorphism and Response
to Clozapine in Schizophrenic {Pakistani} Patients},
journal = {European Neuropsychopharmacology},
year = 1999,
volume = 10,
number = 1,
pages = {17--20},
month = {December},
file = {Scharfetter+Chaudhry+Hornik_j=ENPP_y=1999.pdf}
}
@article{hornik:Lenzinger+Neumeister+Praschak-Rieder:1999,
author = {Elisabeth Lenzinger and Alexander Neumeister and
Nicole Praschak-Rieder and Karoline Fuchs and
Elisabeth Gerhard and Matth{\"a}us Willeit and Werner
Sieghart and Siegfried Kasper and Kurt Hornik and
Harald N. Aschauer},
title = {Behavioral Effects of Tryptophan Depletion in Seasonal
Affective Disorder ({SAD}) Associated with the
Serotonin Transporter Gene?},
journal = {Psychiatry Research},
year = 1999,
volume = 85,
number = 3,
pages = {241--246},
file = {Lenzinger+Neumeister+Praschak-Rieder_j=Psychiatry_Research_y=1999.pdf},
doi = {10.1016/S0165-1781(99)00009-8}
}
@article{hornik:Zitterl+Meszaros+Hornik:1999,
author = {Werner Zitterl and Kurt Meszaros and Kurt Hornik and
Teresa Twaroch and Martin Dossenbach and Karin
Zitterl-Eglseer and Hans Georg Zapotoczky},
title = {Efficacy of Fluoxetine in {Austrian} Patients with
Obsessive-Compulsive Disorder},
journal = {Wiener Klinische Wochenzeitschrift},
year = 1999,
volume = 111,
number = 11,
pages = {439--442}
}
@inproceedings{hornik:Dimitriadou+Weingessel+Hornik:1999d,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {Fuzzy Voting in Clustering},
booktitle = {Fuzzy-Neuro Systems '99},
year = 1999,
editor = {Gerhard Brewka and Ralf Der and Siegfried Gottwald and
Andreas Schierwagen},
publisher = {Leipziger Universit{\"a}tsverlag, Germany},
pages = {63--74}
}
@inproceedings{hornik:Weingessel+Dimitriadou+Hornik:1999a,
author = {Andreas Weingessel and Evgenia Dimitriadou and Kurt
Hornik},
title = {A Voting Scheme for Cluster Algorithms},
booktitle = {Neural Networks in Applications, Proceedings of the
Fourth International Workshop NN'99},
pages = {31--37},
editor = {Gerald Krell and Bernd Michaelis and Detlef Nauck and
Rudolf Kruse},
year = 1999,
address = {Otto-von-Guericke University of Magdeburg, Germany}
}
@inproceedings{hornik:Dimitriadou+Weingessel+Hornik:1999c,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik},
title = {Voting in Clustering and Finding the Number of
Clusters},
booktitle = {Proceedings of the ``International Symposium on
Advances in Intelligent Data Analysis (AIDA 99)''
(``International ICSC Congress on Computational
Intelligence: Methods and Applications (CIMA 99)''},
year = 1999,
publisher = {ICSC Academic Press},
editor = {H. Bothe and E. Oja and E. Massad and C. Haefke},
pages = {291--296}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1999,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Kurt Hornik and Ulrike Willinger and
Gabriele Fischer and Georg Sch{\"o}nbeck and Harald
N. {Aschauer, on Behalf of The European Fluvoxamine in
Alcoholism Study Group}},
title = {The Tridimensional Personality Questionnaire as a
Predictor of Relapse in Detoxified Alcohol Dependents},
journal = {Alcoholism: Clinical and Experimental Research},
year = 1999,
volume = 23,
pages = {483--486},
doi = {10.1097/00000374-199903000-00015}
}
@article{hornik:Feucht+Fuchs+Pichlbauer:1999,
author = {Martha Feucht and Karoline Fuchs and Ernest Pichlbauer
and Kurt Hornik and Joachim Scharfetter and Ralph
Goessler and Thomas F{\"u}reder and Nevenka Cvetkovic
and Werner Sieghart and Siegfried F. Kasper and Harald
N. Aschauer},
title = {Possible Association between Childhood Absence
Epilepsy and the Gene Encoding {GABRB3}},
journal = {Biological Psychiatry},
year = 1999,
volume = 46,
number = 7,
pages = {997--1002},
month = {October},
file = {Feucht+Fuchs+Pichlbauer_j=Biological_Psychiatry_y=1999.pdf},
doi = {10.1016/S0006-3223(99)00039-6}
}
@inproceedings{hornik:Leisch+Trapletti+Hornik:1999,
author = {Friedrich Leisch and Adrian Trapletti and Kurt Hornik},
title = {Stationarity and Stability of Autoregressive Neural
Network Processes},
booktitle = {Advances in Neural Information Processing Systems},
publisher = {MIT Press, USA},
editor = {M. S. Kearns and S. A. Solla and D. A. Cohn},
volume = 11,
year = 1999,
pages = {267--273}
}
@techreport{hornik:Dimitriadou+Weingessel+Hornik:1999b,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik },
title = {Voting in Clustering and Finding the Number of Clusters},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1999,
type = {Report},
number = 30,
url = {http://epub.wu.ac.at/id/eprint/684}
}
@techreport{hornik:Dimitriadou+Weingessel+Hornik:1999a,
author = {Evgenia Dimitriadou and Andreas Weingessel and Kurt
Hornik },
title = {Fuzzy Voting in Clustering},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1999,
type = {Report},
number = 29,
url = {http://epub.wu.ac.at/id/eprint/742}
}
@article{hornik:Chaudhry+Scharfetter+Hornik:1998,
author = {Haroon R. Chaudhry and Joachim Scharfetter and Kurt
Hornik and Karoline Fuchs and Nahid Fathi and Werner
Sieghart and Siegfried F. Kasper and Harald
N. Aschauer},
title = {Dopamine {D3} Receptor Gene Polymorphism and Response
to Medication in Pakistani Schizophrenic Patients},
journal = {Psychoneuroendocrinology},
year = 1998,
volume = 23,
number = {Supplement 1},
pages = {S76},
note = {Abstract},
doi = {10.1016/S0924-977X(99)00044-9}
}
@article{hornik:Aschauer+Scharfetter+Hornik:1998b,
author = {Harald N. Aschauer and Joachim Scharfetter and Kurt
Hornik and Karoline Fuchs and Elisabeth Gerhard and
Christian Gebhardt and Elisabeth Lenzinger and Kurt
Meszaros and Werner Sieghart and Siegfried Kasper},
title = {No Association between Tardive Dyskinesia and
Serotonine 2a Receptor Gene Mutations},
journal = {European Neuropsychopharmacology},
year = 1998,
volume = 8,
number = {S2},
pages = {S227},
note = {Abstract}
}
@article{hornik:Scharfetter+Chaudhry+Hornik:1998d,
author = {Joachim Scharfetter and Haroon R. Chaudhry and Kurt
Hornik and Karoline Fuchs and Nahid Fathi and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {Dopamine {D4} Receptor Gene Polymorphism and Response
to Clozapine in Pakistanian Schizophrenic Patients},
journal = {Medizinische Genetik},
year = 1998,
volume = 10,
number = 1,
pages = 182,
note = {Abstract}
}
@article{hornik:Scharfetter+Chaudhry+Hornik:1998c,
author = {Joachim Scharfetter and Haroon R. Chaudhry and Kurt
Hornik and Karoline Fuchs and Nahid Fathi and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {Dopamine {D3} Receptor Gene Polymorphism and Respone
to Medication in Pakistanian Schizophrenic Patients},
journal = {European Journal of Human Genetics},
year = 1998,
volume = 6,
number = {Supplement 1},
pages = 177,
note = {Abstract}
}
@article{hornik:Aschauer+Scharfetter+Hornik:1998a,
author = {Harald N. Aschauer and Joachim Scharfetter and Kurt
Hornik and Karoline Fuchs and Elisabeth Gerhard and
Christian Gebhardt and Elisabeth Lenzinger and Kurt
Meszaros and Werner Sieghart and Siegfried Kasper},
title = {Tardive Dyskinesia Is Not Associated to Dopamine {D3}-
and to Dopamine-Beta-Hydroxylase Genes in {Austrian}
Schizophrenics},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1998,
volume = 81,
pages = 499,
note = {Abstract}
}
@article{hornik:Scharfetter+Chaudhry+Hornik:1998,
author = {Joachim Scharfetter and Haroon R. Chaudhry and Kurt
Hornik and Karoline Fuchs and Nahid Fathi and
Christian Gebhardt and Werner Sieghart and Siegfried
Kasper and Harald N. Aschauer},
title = {Association of Dopamine {D3} Receptor Gene
Polymorphism and Response to Clozapine},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1998,
volume = 81,
pages = 499,
note = {Abstract}
}
@techreport{hornik:Weingessel+Dimitriadou+Hornik:1998,
author = {Andreas Weingessel and Evgenia Dimitriadou and Kurt
Hornik},
title = {A Voting Scheme for Cluster Algorithms},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1998,
type = {Working Paper Series},
number = 23,
month = {October}
}
@article{hornik:Aschauer+Albus+Fuchs:1998,
author = {Harald N. Aschauer and M. Albus and Karoline Fuchs and
M. Borrmann-Hassenbach and Kurt Hornik and G. Melamed
and Joachim Scharfetter and Werner Sieghart and
Siegfried Kasper},
title = {Tardive Dyskinesia Associated to Dopamine Receptor
Genes?},
journal = {European Archives of Psychiatry and Clinical
Neuroscience},
year = 1998,
volume = 248,
number = {Supplement 2},
pages = {S133},
note = {Abstract}
}
@article{hornik:Gebhardt+Fuereder+Fuchs:1998c,
author = {Christian Gebhardt and Thomas F{\"u}reder and Karoline
Fuchs and A. Urmann and Elisabeth Gerhard and Thomas
Stompe and Nahid Fathi and Kurt Hornik and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {{DRD 4} and {5 HT2a} Receptor Gene Polymorphisms and
Novelty Seeking and Harm Avoidance},
journal = {European Archives of Psychiatry and Clinical
Neuroscience},
year = 1998,
volume = 248,
number = {Supplement 2},
pages = {S95},
note = {Abstract}
}
@techreport{hornik:Leisch+Hornik+Kuan:1998,
author = {Friedrich Leisch and Kurt Hornik and Chung-Ming Kuan},
title = {Monitoring Structural Changes with the Generalized
Fluctuation Test},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1998,
month = {October},
type = {Working Paper Series},
number = 21
}
@inproceedings{hornik:Leisch+Trapletti+Hornik:1998c,
author = {Friedrich Leisch and Adrian Trapletti and Kurt Hornik},
title = {On the Stationarity of Autoregressive Neural Network
Models},
booktitle = {CoWAN 98: Cottbuser Workshop Aspekte Neuronalen
Lernens},
year = 1998,
editor = {Ludwig Cromme and Thorsten Kolb},
publisher = {Shaker Verlag},
address = {Cottbus, Germany}
}
@article{hornik:Urmann+Willeit+Heiden:1998,
author = {A. Urmann and Matth{\"a}us Willeit and Angela Heiden
and Joachim Scharfetter and Karoline Fuchs and
L. Nilsson and E. Miller-Reiter and Christian Gebhardt
and Kurt Hornik and Werner Sieghart and Siegfried
Kasper and Harald N. Aschauer},
title = {Personality Traits in Mood Disorders: Association with
Polymorphisms of the Dopamine {D3} Receptor Gene?},
journal = {European Psychiatry},
year = 1998,
volume = 13,
number = {Supplement 4},
pages = {246s},
note = {Abstract}
}
@article{hornik:Aschauer+Scharfetter+Fuchs:1998b,
author = {Harald N. Aschauer and Joachim Scharfetter and
Karoline Fuchs and Elisabeth Gerhard and Christian
Gebhardt and Elisabeth Lenzinger and Kurt Meszaros and
Kurt Hornik and Werner Sieghart and Siegfried Kasper},
title = {Tardive Dyskinesia and Dopamine 3 Receptor Gene
Mutation},
journal = {European Psychiatry},
year = 1998,
volume = 13,
number = {Supplement 4},
pages = {213s},
note = {Abstract}
}
@techreport{hornik:Weingessel+Natter+Hornik:1998,
author = {Andreas Weingessel and Martin Natter and Kurt Hornik},
title = {Using Independent Component Analysis for Feature
Extraction and Multivariate Data Projection},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
url = {http://epub.wu.ac.at/id/eprint/1424},
year = 1998,
month = {August},
number = 16,
type = {Working Paper Series}
}
@techreport{hornik:Leisch+Weingessel+Hornik:1998,
author = {Friedrich Leisch and Andreas Weingessel and Kurt
Hornik},
title = {On the Generation of Correlated Artificial Binary
Data},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
url = {http://epub.wu.ac.at/id/eprint/286},
year = 1998,
month = {June},
number = 13,
type = {Working Paper Series}
}
@article{hornik:Urmann+Scharfetter+Fuchs:1998,
author = {A. Urmann and Joachim Scharfetter and Karoline Fuchs
and Elisabeth Lenzinger and Kurt Meszaros and
Christian Gebhardt and Nahid Fathi and Thomas Stompe
and Kurt Hornik and Werner Sieghart and Siegfried
Kasper and Harald N. Aschauer},
title = {{Genetische Assoziationsstudie zwischen Schizophrenie
und DNS-Markern auf Chromosom 6 P}},
journal = {Neuropsychiatrie},
year = 1998,
volume = 12,
pages = 65,
note = {Abstract}
}
@article{hornik:Scharfetter+Chaudhry+Hornik:1998b,
author = {Joachim Scharfetter and Haroon R. Chaudhry and Kurt
Hornik and Karoline Fuchs and Nahid Fathi and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {{Zur Genetik des Therapieansprechens: Clozapin und
Dopamin-D3-Rezeptor-Genpolymorphismen bei
schizophrenen Patienten in Pakistan}},
journal = {Neuropsychiatrie},
year = 1998,
volume = 12,
pages = 60,
note = {Abstract}
}
@article{hornik:Lenzinger+Neumeister+Praschak-Rieder:1998b,
author = {Elisabeth Lenzinger and Alexander Neumeister and
Nicole Praschak-Rieder and Matth{\"a}us Willeit and
Karoline Fuchs and Elisabeth Gerhard and Werner
Sieghart and Kurt Hornik and Siegfried Kasper and
Harald N. Aschauer},
title = {The Role of the Serotonin Transporter Gene on the
Behavioral Effects of Tryptophan Depletion in Patients
with Seasonal Affective Disorder},
journal = {Neuropsychiatrie},
year = 1998,
volume = 12,
pages = {49--50},
note = {Abstract}
}
@article{hornik:Gebhardt+Fuereder+Fuchs:1998b,
author = {Christian Gebhardt and Thomas F{\"u}reder and Karoline
Fuchs and A. Urmann and Thomas Stompe and Nahid Fathi
and Kurt Meszaros and Kurt Hornik and Werner Sieghart
and Siegfried Kasper and Harald N. Aschauer},
title = {{5-HT2a} Receptor Gene Polymorphism and Personality
Traits},
journal = {Neuropsychiatrie},
year = 1998,
volume = 12,
pages = 39,
note = {Abstract}
}
@unpublished{hornik:Lenzinger+Neumeister+Praschak-Rieder:1998a,
author = {Elisabeth Lenzinger and Alexander Neumeister and
Nicole Praschak-Rieder and Matth{\"a}us Willeit and
Karoline Fuchs and Elisabeth Gerhard and Werner
Sieghart and Kurt Hornik and Siegfried Kasper and
Harald N. Aschauer},
title = {The Role of the Serotonin Transporter Gene on the
Behavioral Effects of Tryptophan Depletion in Patients
with Seasonal Affective Disorder},
note = {{\"O}GNP, Gmunden},
year = 1998
}
@unpublished{hornik:Aschauer+Feucht+Fuchs:1998,
author = {Harald N. Aschauer and Martha Feucht and Karoline
Fuchs and Ernest Pichlbauer and Kurt Hornik and
Joachim Scharfetter and R. Goessler and Thomas
F{\"u}reder and Nevenka Cvetkovic and Werner Sieghart
and Siegfried Kasper},
title = {Possible Genetic Assiciation between a {GABA} Receptor
Subunit Gene on 15q and Childhood Absence Epilepsy},
note = {XXIst CINP Congress, Glasgow},
year = 1998
}
@unpublished{hornik:Gebhardt+Scharfetter+Chaudhry:1998,
author = {Christian Gebhardt and Joachim Scharfetter and Haroon
R. Chaudhry and Kurt Hornik and Karoline Fuchs and
Nahid Fathi and Werner Sieghart and Siegfried Kasper
and Harald N. Aschauer},
title = {Clozapine Treatment Response and {DRD4} Gene
Polymorphism in Schizophrenic Patients},
note = {XXIst CINP Congress, Glasgow},
year = 1998
}
@unpublished{hornik:Gebhardt+Fuereder+Fuchs:1998a,
author = {Christian Gebhardt and Thomas F{\"u}reder and Karoline
Fuchs and A. Urmann and Thomas Stompe and Nahid Fathi
and Kurt Meszaros and Kurt Hornik and Werner Sieghart
and Siegfried Kasper and Harald N. Aschauer},
title = {Harm Avoidance and {5TH2a} Receptor Gene Polymorphism},
note = {10. Jahrestagung der Deutschen Gesellschaft f{\"u}r
Humangenetik, Jena},
year = 1998
}
@unpublished{hornik:Aschauer+Scharfetter+Fuchs:1998a,
author = {Harald N. Aschauer and Joachim Scharfetter and
Karoline Fuchs and Elisabeth Gerhard and Christian
Gebhardt and Elisabeth Lenzinger and Kurt Meszaros and
Kurt Hornik and Werner Sieghart and Siegfried Kasper},
title = {Tardive Dyskinesia and Dopamine 3 Receptor Gene
Mutation},
note = {9th Congress of the Association of European
Psychiatrists},
year = 1998
}
@article{hornik:Leisch+Jain+Hornik:1998,
author = {Friedrich Leisch and Lakhmi C. Jain and Kurt Hornik},
title = {Cross-Validation with Active Pattern Selection for
Neural Network Classifiers},
journal = {IEEE Transactions on Neural Networks},
pages = {35--41},
volume = 9,
number = 1,
year = 1998,
doi = {10.1109/72.655027}
}
@techreport{hornik:Trapletti+Leisch+Hornik:1998b,
author = {Adrian Trapletti and Friedrich Leisch and Kurt Hornik},
title = {On the Stationarity of Autoregressive Neural Network Models},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1998,
type = {Report},
number = 21,
url = {http://epub.wu.ac.at/id/eprint/1612}
}
@techreport{hornik:Trapletti+Leisch+Hornik:1998a,
author = {Adrian Trapletti and Friedrich Leisch and Kurt Hornik},
title = {Stationary and Integrated Autoregressive Neural Network Processes},
institution = {SFB ``Adaptive Information Systems and Modeling in
Economics and Management Science''},
year = 1998,
type = {Working Paper Series},
number = 24,
url = {http://epub.wu.ac.at/id/eprint/302}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1997b,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Kurt Hornik and Ulrike Willinger and
Gabriele Fischer and Georg Sch{\"o}beck and Harald
N. {Aschauer, on Behalf of The European Fluvoxamine in
Alcoholism Study Group}},
title = {The Tridimensional Personality Questionnaire as a
Predictor of Relapse in Detoxified Alcohol Dependents},
journal = {European Neuropsychopharmacology},
year = 1997,
volume = 7,
number = {Supplement 2},
pages = {S258--S259},
note = {Abstract},
file = {Meszaros+Lenzinger+Fuereder_j=ENPP_y=1997.pdf}
}
@article{hornik:Lenzinger+Neumeister+Praschak-Rieder:1997c,
author = {Elisabeth Lenzinger and Alexander Neumeister and
Nicole Praschak-Rieder and Matth{\"a}us Willeit and
Karoline Fuchs and Elisabeth Gerhard and Thomas Stompe
and Werner Sieghart and Kurt Hornik and Siegfried
Kasper and Harald N. Aschauer},
title = {Molecular-Biology of Seasonal Affective Disorder
({SAD})},
journal = {European Neuropsychopharmacology},
year = 1997,
volume = 7,
number = {Supplement 2},
pages = {S158},
month = {September},
note = {Abstract},
file = {Lenzinger+Neumeister+Praschak-Rieder_j=ENPP_y=1997.pdf}
}
@article{hornik:Aschauer+Scharfetter+Fuchs:1997b,
author = {Harald N. Aschauer and Joachim Scharfetter and
Karoline Fuchs and Kurt Hornik and T. Kapitany and
Elisabeth Lenzinger and Kurt Meszaros and Haroon
R. Chaudhry and Werner Sieghart and Siegfried Kasper},
title = {The Search for Molecular Biological Determinants for
Psycho-Pharmacological Treatment in Schizophrenia},
journal = {European Neuropsychopharmacology},
year = 1997,
volume = 7,
number = {Supplement 2},
pages = {S106--107},
month = {September},
note = {Abstract},
file = {Aschauer+Scharfetter+Fuchs_j=ENPP_y=1997.pdf}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1997c,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Kurt Hornik and Ulrike Willinger and
Thomas Stompe and Angela M. Heiden and Eva Resinger
and Nahid Fathi and Elisabeth Gerhard and Karoline
Fuchs and E. Miller-Reiter and V. Pfersmann and Werner
Sieghart and Siegfried Kasper and Harald N. Aschauer},
title = {Schizophrenia Linkage Studies in Austria on Chromosome
9q34.3},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1997,
volume = 74,
number = 6,
pages = {563--564},
note = {Abstract}
}
@article{hornik:Lenzinger+Neumeister+Praschak-Rieder:1997b,
author = {Elisabeth Lenzinger and Alexander Neumeister and
Nicole Praschak-Rieder and Matth{\"a}us Willeit and
Karoline Fuchs and Elisabeth Gerhard and Nahid Fathi
and Thomas Stompe and Werner Sieghart and Kurt Hornik
and Siegfried Kasper and Harald N. Aschauer},
title = {Association Study of Seasonal Affective Disorder and
Receptor Genes of Serotonin Neurotransmission},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1997,
volume = 74,
number = 6,
pages = 590,
note = {Abstract}
}
@article{hornik:Scharfetter+Feucht+Fuchs:1997,
author = {Joachim Scharfetter and Martha Feucht and Karoline
Fuchs and T. F{\"u}reder and R. G{\"o}{\ss}ler and
Nevenka Cvetkovic and Ernest Pichlbauer and Kurt
Hornik and Werner Sieghart and Siegfried Kasper and
Harald N. Aschauer},
title = {Association Study of {GABA-A} Receptor Subunit Genes
and Childhood Absence Epilepsy},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1997,
volume = 74,
number = 6,
pages = 636,
note = {Abstract}
}
@article{hornik:Aschauer+Scharfetter+Fuchs:1997d,
author = {Harald N. Aschauer and Joachim Scharfetter and
Karoline Fuchs and Kurt Hornik and Haroon R. Chaudhry
and Elisabeth Gerhard and Nahid Fathi and Elisabeth
Lenzinger and Kurt Meszaros and Werner Sieghart and
Siegfried Kasper},
title = {Predicting Neuroleptic Response: Evaluation of
Variations in Candidate Genes},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1997,
volume = 74,
number = 6,
pages = 641,
note = {Abstract}
}
@article{hornik:Lenzinger+Meszaros+Fuereder:1997,
author = {Elisabeth Lenzinger and Kurt Meszaros and Thomas
F{\"u}reder and Thomas Stompe and G. Ortwein-Swoboda
and Ulrike Willinger and Nahid Fathi and Elisabeth
Gerhard and Karoline Fuchs and Werner Sieghart and
Kurt Hornik and Siegfried Kasper and Harald
N. Aschauer},
title = {Schizophrenia and Dopamine {D2}, {D3}, and Serotonin
{2A} Receptor Genes: Results of an Association Study
Using {OPCRIT}},
journal = {American Journal of Medical Genetics (Neuropsychiatric
Genetics)},
year = 1997,
volume = 74,
number = 6,
pages = 645,
note = {Abstract}
}
@article{hornik:Aschauer+Scharfetter+Fuchs:1997c,
author = {Harald N. Aschauer and Joachim Scharfetter and
Karoline Fuchs and Kurt Hornik and Haroon R. Chaudry and
Elisabeth Gerhard and Nahid Fathi and Elisabeth Lenzinger
and Kurt Meszaros and Werner Sieghart and Siegfried
Kasper},
title = {Association of Neuroleptic Response and Variations in
Candidate Genes in Schizophrenia},
journal = {Pharmacopsychiatry},
year = 1997,
volume = 30,
pages = 147,
note = {Abstract}
}
@article{hornik:Aschauer+Scharfetter+Fuchs:1997a,
author = {Harald N. Aschauer and Joachim Scharfetter and
Karoline Fuchs and Haroon R. Chaudhry and Thomas
F{\"u}reder and Elisabeth Gerhard and Elisabeth
Lenzinger and Kurt Meszaros and Kurt Hornik and Werner
Sieghart and Siegfried Kasper},
title = {Dopamine and Serotonin Receptor Genotypes and
Therapeutic Response to Neuroleptics in Schizophrenia},
journal = {Biological Psychiatry},
year = 1997,
volume = 42,
pages = {137S},
note = {Abstract}
}
@article{hornik:Lenzinger+Neumeister+Praschak-Rieder:1997a,
author = {Elisabeth Lenzinger and Alexander Neumeister and
N. Praschak-Rieder and Matth{\"a}us Willeit and Thomas
F{\"u}reder and Karoline Fuchs and Elisabeth Gerhard
and Thomas Stompe and Werner Sieghart and Kurt Hornik
and Siegfried Kasper and Harald N. Aschauer},
title = {Molecular Biology of Seasonal Affective Disorder
({SAD})},
journal = {Biological Psychiatry},
year = 1997,
volume = 42,
number = {Supplement 1},
pages = {101S},
month = {July},
note = {Abstract},
file = {Lenzinger+Neumeister+Praschak-Rieder_j=Biological_Psychiatry_y=1997.pdf}
}
@article{hornik:Fuereder+Aschauer+Meszaros:1997a,
author = {Thomas F{\"u}reder and Harald N. Aschauer and Kurt
Meszaros and Elisabeth Lenzinger and Kurt Hornik and
Karoline Fuchs and Werner Sieghart and L. Yang and
H. W. Moises and Siegfried Kasper},
title = {Two-Trait-Locus Linkage Analysis: An Application to
Schizophrenia},
journal = {Biological Psychiatry},
year = 1997,
volume = 42,
number = {Supplement 1},
pages = {98S--99S},
month = {July},
note = {Abstract},
file = {Fuereder+Aschauer+Meszaros_j=Biological_Psychiatry_y=1997.pdf}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1997a,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Ulrike Willinger and Georg
Sch{\"o}nbeck and Kurt Hornik and Harald N. {Aschauer,
for the European Fluvoxamine in Alcoholism Study
Group}},
title = {The Tridimensional Personality Questionnaire as a
Predictor of Relapse in Detoxified Alcohol Dependents},
journal = {Biological Psychiatry},
year = 1997,
volume = 42,
pages = {34S},
note = {Abstract}
}
@inproceedings{hornik:Hornik:1997,
author = {Kurt Hornik},
title = {Neural Networks: A Statistician's (Possible) View},
booktitle = {Classification and Knowledge Organization (Proceedings
of the 20th Annual Conference of the Gesellschaft
f{\"u}r Klassifikation e.V., University of Freiburg,
March 6--8, 1996)},
pages = {112--122},
year = 1997,
editor = {R{\"u}diger Klar and Otto Opitz},
series = {Studies in Classification, Data Analysis, and
Knowledge Organization},
publisher = {Springer Verlag},
address = {Berlin},
note = {{ISBN 3-540-62981-5}}
}
@article{hornik:Weingessel+Bischof+Hornik:1997b,
author = {Andreas Weingessel and Horst Bischof and Kurt Hornik
and Friedrich Leisch},
title = {Adaptive Combination of {PCA} and {VQ} Networks},
journal = {IEEE Transactions on Neural Networks},
pages = {1208--1211},
volume = 8,
year = 1997,
file = {Weingessel+Bischof+Hornik+Leisch_j=IEEE_NN_y=1997.ps.gz},
doi = {10.1109/72.623222}
}
@article{hornik:Weingessel+Hornik:1997a,
author = {Andreas Weingessel and Kurt Hornik},
title = {{SVD} Algorithms: {APEX}-like versus Subspace Methods},
journal = {Neural Processing Letters},
year = 1997,
volume = 5,
pages = {177--184},
file = {Weingessel+Hornik_j=NPL_y=1997.ps.gz}
}
@inproceedings{hornik:Leisch+Hornik:1997c,
author = {Friedrich Leisch and Kurt Hornik},
title = {Combining Neural Network Voting Classifiers and Error
Correcting Output Codes},
booktitle = {{MEASUREMENT} '97},
pages = {266--269},
year = 1997,
editor = {Ivan Frollo and Anna Pla{\v{c}}kov{\'a}},
publisher = {Institute of Measurement Science},
address = {Slovak Academy of Sciences (D{\'u}bravska cesta 9, 842
19 Bratislava, Slovak Republic)},
note = {{ISBN 80-967402-1-0}},
url = {http://www.ci.tuwien.ac.at/~leisch/docs/papers/Leisch+Hornik:1997c.ps.gz}
}
@inproceedings{hornik:Weingessel+Bischof+Hornik:1997a,
author = {Andreas Weingessel and Horst Bischof and Kurt Hornik},
title = {The Adaptive Network Combined for Data Compression},
booktitle = {{MEASUREMENT} '97},
pages = {249--253},
year = 1997,
editor = {Ivan Frollo and Anna Pla{\v{c}}kov{\'a}},
publisher = {Institute of Measurement Science},
address = {Slovak Academy of Sciences (D{\'u}bravska cesta 9, 842
19 Bratislava, Slovak Republic)},
note = {{ISBN 80-967402-1-0}},
url = {http://www.ci.tuwien.ac.at/~weingessel/docs/papers/Weingessel+Bischof+Hornik:1997.ps.gz}
}
@inproceedings{hornik:Leisch+Hornik:1997b,
author = {Friedrich Leisch and Kurt Hornik},
title = {Error-Dependent Resampling for Artificial Neural
Network Classifiers},
booktitle = {Neuronale Netze in den Ingenieurwissenschaften},
pages = {1--14},
year = 1997,
editor = {Bernd Kr{\"o}plin},
publisher = {Institut f{\"u}r Statik und Dynamik der Luft- und
Raumfahrtkonstruktionen (ISD)},
address = {Universit{\"a}t Stuttgart (Pfaffenwaldring 27, 70569
Stuttgart, Germany)},
note = {{ISBN 3-930683-18-0}},
url = {http://www.ci.tuwien.ac.at/~leisch/docs/papers/Leisch+Hornik:1997b.ps.gz}
}
@inproceedings{hornik:Leisch+Hornik:1997a,
author = {Friedrich Leisch and Kurt Hornik},
title = {{ARC-LH}: A New Adaptive Resampling Algorithm for
Improving {ANN} Classifiers},
pages = {522--528},
booktitle = {Advances in Neural Information Processing Systems},
volume = 9,
year = 1997,
editor = {Michael C. Mozer and Michael I. Jordan and Thomas
Petsche},
publisher = {The {MIT} Press}
}
@article{hornik:Meszaros+Lenzinger+Hornik:1997a,
author = {Kurt Meszaros and Elisabeth Lenzinger and Kurt Hornik
and Georg Sch{\"o}nbeck and Reinhold Hatzinger and
Gerhard Langer and Werner Sieghart and Harald
N. Aschauer},
title = {Biperiden and Haloperidol Plasma Levels, and
Extrapyramidal Side Effects in Schizophrenic Patients},
journal = {Neuropsychobiology},
year = 1997,
volume = 36,
pages = {69--72},
doi = {10.1159/000119365}
}
@article{hornik:Auer+Hornik:1996b,
author = {Peter Auer and Kurt Hornik},
title = {The Number of Points of an Empirical or {Poisson}
Process Covered by Unions of Sets},
journal = {Journal of Multivariate Analysis},
year = 1996,
volume = 57,
number = 1,
pages = {37--51},
month = {April},
file = {Auer+Hornik_j=JMVA_y=1996.pdf},
doi = {10.1006/jmva.1996.0020}
}
@article{hornik:Auer+Hornik:1996a,
author = {Peter Auer and Kurt Hornik},
title = {Limit Laws for the Maximal and Minimal Increments of
the {Poisson} Process},
journal = {Studia Scientiarum Mathematicarum Hungarica},
year = 1996,
volume = 31,
pages = {1--13}
}
@inproceedings{hornik:Baldi+Hornik:1996,
author = {Pierre Baldi and Kurt Hornik},
title = {Universal Approximation and Learning of Trajectories
Using Oscillators},
pages = {451--457},
booktitle = {Advances in Neural Information Processing Systems},
editor = {David S. Touretzky and Michael C. Mozer and Michael
E. Hasselmo},
volume = 8,
year = 1996,
publisher = {The {MIT} Press}
}
@article{hornik:Lenzinger+Meszaros+Hornik:1996,
author = {Elisabeth Lenzinger and Kurt Meszaros and Kurt Hornik
and Peter Parzer and Eva Hollerer and Gerhard Langer
and Franz Resch and J. J. Legros},
title = {Correlation between Vasopressin Baseline and
{TSH}-Blunting in Depressives},
journal = {Biological Psychiatry},
year = 1996,
volume = 39,
number = 5,
pages = {341--345},
month = {March},
file = {Lenzinger+Meszaros+Hornik_j=Biological_Psychiatry_y=1996.pdf},
doi = {10.1016/0006-3223(95)00181-6}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1996c,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Kurt Hornik and Ulrike Willinger and
K. E. Isenberg and R. D. Todd and C. R. Cloninger and
T. Reich and Karoline Fuchs and Werner Sieghart and
Harald N. Aschauer},
title = {{Der Einflu{\ss} des Ph{\"a}notyps auf das Ergebnis
einer Linkage-Analyse bei Schizophrenie}},
journal = {Fortschritte f{\"u}r Neurologie und Psychiatrie},
year = 1996,
volume = 64,
number = {SH 2},
pages = 93,
note = {Abstract, in German}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1996b,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Kurt Hornik and Ulrike Willinger and
K. E. Isenberg and R. D. Todd and C. R. Cloninger and
T. Reich and Karoline Fuchs and Werner Sieghart and
Harald N. Aschauer},
title = {The Influence of Phenotype on the Outcome of Linkage
Analysis of Schizophrenia},
journal = {Schizophrenia Research},
year = 1996,
volume = 22,
number = 1,
pages = {89--90},
month = {October},
file = {Meszaros+Lenzinger+Fuereder_j=Schizophrenia_Research_y=1996.pdf},
doi = {10.1016/0920-9964(96)00033-3}
}
@article{hornik:Meszaros+Lenzinger+Fuereder:1996a,
author = {Kurt Meszaros and Elisabeth Lenzinger and Thomas
F{\"u}reder and Kurt Hornik and Ulrike Willinger and
Thomas Stompe and Angela M. Heiden and Eva Resinger
and Nahid Fathi and Elisabeth Gerhard and Karoline
Fuchs and Werner Sieghart and Harald Aschauer and
Siegfried Kasper},
title = {Schizophrenia and the Dopamine-{$\beta$}-Hydroxylase
Gene: Results of a Linkage and Association Study},
journal = {Psychiatric Genetics},
year = 1996,
volume = 6,
pages = {17--22},
doi = {10.1097/00041444-199621000-00004}
}
@article{hornik:Meszaros+Lenzinger+Hornik:1996,
author = {Kurt Meszaros and Elisabeth Lenzinger and Kurt Hornik
and Thomas F{\"u}reder and Ulrike Willinger and Nahid
Fathi and Elisabeth Gerhard and Karoline Fuchs and
Werner Sieghart and Siegfried Kasper and Harald
N. Aschauer},
title = {Dopamine {D2}, {D3} and Serotonin {2A} Receptor Genes
in Schizophrenia: Results of an Association Study},
journal = {Psychiatric Genetics},
year = 1996,
volume = 6,
pages = 141,
note = {Abstract}
}
@inproceedings{hornik:Weingessel+Bischof+Hornik:1996,
author = {Andreas Weingessel and Horst Bischof and Kurt Hornik},
title = {Hierarchies of Autoassociators},
booktitle = {Proceedings 13th {I}nternational {C}onference on
{P}attern {R}ecognition},
volume = {IV},
year = 1996,
conference = {Wien, Austria, August 25--29, 1996},
publisher = {{IEEE} Computer Society},
pages = {200--204},
url = {http://www.ci.tuwien.ac.at/~weingessel/docs/papers/Weingessel+Bischof+Hornik:96.ps.gz}
}
@article{hornik:Dawid+Hornik:1996,
author = {Herbert Dawid and Kurt Hornik},
title = {The Dynamics of Genetic Algorithms in Interactive
Environments},
journal = {Journal of Network and Computer Applications},
year = 1996,
volume = 19,
number = 1,
pages = {5--19},
month = {January},
file = {Dawid+Hornik_j=J_of_Network_and_Computer_Applications_y=1996.pdf}
}
@article{hornik:Fuereder+Lenzinger+Meszaros:1995,
author = {Thomas F{\"u}reder and Elisabeth Lenzinger and Kurt
Meszaros and K. E. Isenberg and R. D. Todd and
C. R. Cloninger and Kurt Hornik and Harald
N. Aschauer},
title = {Computer Simulation Methods in Schizophrenia Linkage
Analyses on Chromosome 2q21},
journal = {Psychiatric Genetics},
year = 1995,
volume = 5,
pages = {S53},
note = {Abstract}
}
@incollection{hornik:Leisch+Jain+Hornik:1995b,
author = {Friedrich Leisch and Lakhmi C. Jain and Kurt Hornik},
title = {{NN} Classifiers: Reducing the Computational Cost of
Cross-Validation by Active Pattern Selection},
booktitle = {Artificial Neural Networks and Expert Systems},
publisher = {{IEEE} Computer Society Press},
year = 1995,
volume = 2,
address = {Los Alamitos, CA},
url = {http://www.ci.tuwien.ac.at/~leisch/docs/papers/Leisch+Jain+Hornik:1995b.ps.gz}
}
@inproceedings{hornik:Bischof+Hornik:1995b,
author = {Horst Bischof and Kurt Hornik},
title = {Image Compression by {PCA} Pyramids},
booktitle = {Proceedings of {MEASUREMENT} 95 (Smolenice, {SK})},
pages = {7--17},
editor = {M. Karovicov{\'a} and A. Plackov{\'a}},
publisher = {Institute of Measurement Science},
address = {Slovak Academy of Sciences (D{\'u}bravska cesta 9, 842
19 Bratislava, Slovak Republic)},
year = 1995
}
@inproceedings{hornik:Bischof+Hornik:1995a,
author = {Horst Bischof and Kurt Hornik},
title = {{PCA} Pyramids for Image Compression},
editor = {Gerald Tesauro and David Touretzky and Joshua
Alspector},
booktitle = {Advances in Neural Information Processing Systems 7},
year = 1995,
publisher = {Morgan Kaufmann Publishers},
address = {Palo Alto, CA},
pages = {941--948}
}
@article{hornik:Chu+Hornik+Kuan:1995b,
author = {Chia-Shang Chu and Kurt Hornik and Chung-Ming Kuan},
title = {{MOSUM} Tests for Parameter Constancy},
journal = {Biometrika},
year = 1995,
volume = 82,
number = 3,
pages = {603--617},
doi = {10.2307/2337537}
}
@article{hornik:Chu+Hornik+Kuan:1995a,
author = {Chia-Shang Chu and Kurt Hornik and Chung-Ming Kuan},
title = {A Moving-Estimates Test for Parameter Stability},
journal = {Econometric Theory},
year = 1995,
volume = 11,
number = 4,
pages = {669--720},
url = {http://www.jstor.org/stable/3532809}
}
@article{hornik:Kuan+Hornik:1995,
author = {Chung-Ming Kuan and Kurt Hornik},
title = {The Generalized Fluctuation Test: A Unifying View},
journal = {Econometric Reviews},
year = 1995,
volume = 14,
pages = {135--161},
doi = {10.1080/07474939508800311}
}
@incollection{hornik:Baldi+Chauvin+Hornik:1995,
author = {Pierre Baldi and Yves Chauvin and Kurt Hornik},
title = {Back-Propagation and Unsupervised Learning in Linear
Networks},
booktitle = {Back Propagation: Theory, Architectures and
Applications},
publisher = {Lawrence Earlbaum Associates},
year = 1995,
editor = {Yves Chauvin and David E. Rumelhart},
pages = {389--432},
address = {Hillsdale, NJ}
}
@article{hornik:Baldi+Hornik:1995,
author = {Pierre Baldi and Kurt Hornik},
title = {Learning in Linear Neural Networks: A Survey},
journal = {IEEE Transactions on Neural Networks},
year = 1995,
volume = {NN-6},
number = 4,
pages = {837--858},
month = {July},
doi = {10.1109/72.392248}
}
@inproceedings{hornik:Leisch+Jain+Hornik:1995a,
author = {Friedrich Leisch and Lakhmi C. Jain and Kurt Hornik},
title = {Performance Measures for {NN} Classifiers},
editor = {Lakhmi C. Jain},
booktitle = {Edited Proceedings of {ETD2000}},
year = 1995,
publisher = {{IEEE} Computer Society Press},
address = {Los Alamitos, CA},
url = {http://www.ci.tuwien.ac.at/~leisch/docs/papers/Leisch+Jain+Hornik:1995.ps.gz}
}
@article{hornik:Kuan+Hornik+White:1994,
author = {Chung-Ming Kuan and Kurt Hornik and Halbert White},
title = {A Convergence Result for Learning in Recurrent Neural
Networks},
journal = {Neural Computation},
year = 1994,
volume = 6,
pages = {420--440},
doi = {10.1162/neco.1994.6.3.420}
}
@article{hornik:Hornik+Stinchcombe+White:1994,
author = {Kurt Hornik and Maxwell Stinchcombe and Halbert White
and Peter Auer},
title = {Degree of Approximation Results for Feedforward
Network Approximating Unknown Functions and their
Derivatives},
journal = {Neural Computation},
year = 1994,
volume = 6,
pages = {1262--1275},
doi = {10.1162/neco.1994.6.6.1262}
}
@article{hornik:Hornik+Kuan:1994,
author = {Kurt Hornik and Chung-Ming Kuan},
title = {Gradient-Based Learning in Recurrent Networks},
journal = {Neural Network World},
year = 1994,
volume = 4,
pages = {157--172}
}
@inproceedings{hornik:Hornik:1994,
author = {Kurt Hornik},
title = {Neural Networks: More than `Statistics for Amateurs'?},
editor = {Rudolf Dutter and Wilfried Grossmann},
pages = {223--235},
booktitle = {{COMPSTAT} 1994: Proceedings in Computational
Statistics},
year = 1994,
publisher = {Physika Verlag},
address = {Heidelberg, Germany},
doi = {10.1007/978-3-642-52463-9_25}
}
@article{hornik:Auer+Hornik:1994,
author = {Peter Auer and Kurt Hornik},
title = {On the Number of Points of a Homogeneous {Poisson}
Process},
journal = {Journal of Multivariate Analysis},
year = 1994,
volume = 48,
pages = {115--156},
doi = {10.1016/0047-259X(94)80008-J}
}
@inproceedings{hornik:Kuan+Hornik+Liu:1994,
author = {Chung-Ming Kuan and Kurt Hornik and Tung Liu},
title = {Recurrent Back-Propagation and {Newton} Algorithms for
Training Recurrent Neural Networks},
booktitle = {Substance Identification Analytics},
editor = {J. L. Flanagan and R. J. Mammone and A. E. Brandstein
and E. R. Pike and S. C. A. Thomopoulos and M-P. Boyer
and H. K. Huang and O. M. Ratib},
publisher = {SPIE--The International Society for Optical
Engineering, Bellingham, WA},
series = {Europto Series},
volume = 2093,
pages = {220--229},
year = 1994,
note = {{ISBN 0-8194-1366-6}},
url = {http://www.ci.tuwien.ac.at/~hornik/papers/spie-1993.ps.gz}
}
@inproceedings{hornik:Diamantaras+Hornik:1993,
author = {Kostas Diamantaras and Kurt Hornik},
title = {Noisy Principal Component Analysis},
booktitle = {Proceedings of {MEASUREMENT} 93 (Smolenice, {SK})},
editor = {J{\'u}lia Volaufov{\'a} and Viktor Witkovsk{\'y}},
publisher = {Institute of Measurement Science},
address = {Slovak Academy of Sciences (D{\'u}bravska cesta 9, 842
19 Bratislava, Slovak Republic)},
year = 1993,
url = {http://www.ci.tuwien.ac.at/~hornik/papers/smolenice-1993.ps.gz}
}
@inproceedings{hornik:Hornik:1993c,
author = {Kurt Hornik},
title = {Noisy Linear Networks},
editor = {Richard Mammone},
pages = {37--44},
booktitle = {Artificial Neural Networks for Speech and Vision},
year = 1993,
publisher = {Chapman \& Hall},
address = {London},
url = {http://www.ci.tuwien.ac.at/~hornik/papers/rutgers-1992.ps.gz}
}
@article{hornik:Hornik:1993b,
author = {Kurt Hornik},
title = {Some New Results on Neural Network Approximation},
journal = {Neural Networks},
year = 1993,
volume = 6,
pages = {1069--1072},
file = {Hornik_i=nn-approx-new.pdf},
doi = {10.1016/S0893-6080(09)80018-X}
}
@article{hornik:Hornik:1993a,
author = {Kurt Hornik},
title = {On the Distribution of Functionals of Stationary
Gaussian Processes},
journal = {Statistics \& Probability Letters},
year = 1993,
volume = 18,
pages = {389--395}
}
@inproceedings{hornik:Kuan+Hornik:1992,
author = {Chung-Ming Kuan and Kurt Hornik},
title = {Implementing Recurrent Networks},
editor = {Kumpati S. Narendra},
pages = {64--68},
booktitle = {Proceedings of the Seventh Yale Workshop on Adaptive
and Learning Systems},
year = 1992,
publisher = {Yale University},
address = {New Haven}
}
@article{hornik:Hornik+Kuan:1992,
author = {Kurt Hornik and Chung-Ming Kuan},
title = {Convergence Analysis of Local Feature Extraction
Algorithms},
journal = {Neural Networks},
year = 1992,
volume = 5,
pages = {229--240},
doi = {10.1016/S0893-6080(05)80022-X}
}
@article{hornik:Kuan+Hornik:1991b,
author = {Chung-Ming Kuan and Kurt Hornik},
title = {Convergence of Learning Algorithms with Constant
Learning Rates},
journal = {IEEE Transactions on Neural Networks},
year = 1991,
volume = {NN-2},
pages = {484--489},
doi = {10.1109/72.134285}
}
@article{hornik:Kuan+Hornik:1991a,
author = {Chung-Ming Kuan and Kurt Hornik},
title = {Learning in a Partially Hard-Wired Recurrent Network},
journal = {Neural Network World},
year = 1991,
volume = 1,
pages = {39--45}
}
@article{hornik:Hornik:1991c,
author = {Kurt Hornik},
title = {On Some Large Deviation Probabilities for Finite
{Markov} Processes},
journal = {Studia Scientiarum Mathematicarum Hungarica},
year = 1991,
volume = 26,
pages = {355--362}
}
@article{hornik:Hornik:1991b,
author = {Kurt Hornik},
title = {Functional Learning and Approximation in Artificial
Neural Networks},
journal = {Neural Network World},
year = 1991,
volume = 1,
pages = {257--266}
}
@article{hornik:Hornik:1991a,
author = {Kurt Hornik},
title = {Approximation Capabilities of Multilayer Feedforward
Networks},
journal = {Neural Networks},
year = 1991,
volume = 4,
pages = {251--257},
file = {Hornik_i=apc.pdf},
doi = {10.1016/0893-6080(91)90009-T}
}
@article{hornik:Auer+Hornik+Revesz:1991,
author = {Peter Auer and Kurt Hornik and P{\'a}l R{\'e}v{\'e}sz},
title = {Some Limit Theorems for the Homogeneous {Poisson}
Process},
journal = {Statistics \& Probability Letters},
year = 1991,
volume = 12,
pages = {91--96}
}
@inproceedings{hornik:Kuan+Hornik+White:1990,
author = {Chung-Ming Kuan and Kurt Hornik and Halbert White},
title = {Some Convergence Results for Learning in Recurrent
Neural Networks},
editor = {Kumpati S. Narendra},
pages = {103--109},
booktitle = {Proceedings of the Sixth {Y}ale Workshop on Adaptive
and Learning Systems},
year = 1990,
publisher = {Yale University},
address = {New Haven}
}
@article{hornik:Hornik+Stinchcombe+White:1990,
author = {Kurt Hornik and Maxwell Stinchcombe and Halbert White},
title = {Universal Approximation of an Unknown Mapping and its
Derivatives Using Multilayer Feedforward Networks},
journal = {Neural Networks},
year = 1990,
volume = 3,
pages = {551--560},
doi = {10.1016/0893-6080(90)90005-6}
}
@inproceedings{hornik:Hornik:1990b,
author = {Kurt Hornik},
title = {On {Whittle}'s Approximation in Spectral Analysis of
Stationary Gaussian Time Series},
editor = {Endre Cs{\'a}ki and P{\'a}l R{\'e}v{\'e}sz},
number = 57,
series = {Colloquia Mathematica Societatis J{\'a}nos Bolyai},
pages = {255--270},
booktitle = {Limit Theorems in Probability and Statistics},
year = 1990,
publisher = {North-Holland}
}
@article{hornik:Hornik:1990a,
author = {Kurt Hornik},
title = {Exponential Rate Optimal Estimation of the Generator
of a Finite {Markov} Process},
journal = {Statistics \& Decisions},
year = 1990,
volume = 8,
pages = {101--113}
}
@inproceedings{hornik:Baldi+Chauvin+Hornik:1990,
author = {Pierre Baldi and Yves Chauvin and Kurt Hornik},
title = {Supervised and Unsupervised Learning in Neural
Networks},
pages = {II:~825--828},
booktitle = {Proceedings of the {INNC} 90 Paris},
year = 1990,
publisher = {{IEEE} Press}
}
@article{hornik:Baldi+Hornik:1989,
author = {Pierre Baldi and Kurt Hornik},
title = {Neural Networks and {Principal Component Analysis}:
Learning from Examples without Local Minima},
journal = {Neural Networks},
year = 1989,
volume = 2,
pages = {53--58},
file = {Baldi+Hornik_j=Neural_Networks_y=1989.pdf},
doi = {10.1016/0893-6080(89)90014-2}
}
@article{hornik:Hornik+Stinchcombe+White:1989,
author = {Kurt Hornik and Maxwell Stinchcombe and Halbert White},
title = {Multilayer Feedforward Networks Are Universal
Approximators},
journal = {Neural Networks},
year = 1989,
volume = 2,
pages = {359--366},
doi = {10.1016/0893-6080(89)90020-8}
}
@article{hornik:Hornik:1989b,
author = {Kurt Hornik},
title = {Neurale {N}etze und {A}nwendungsm{\"o}glichkeiten in
der {S}tatistik},
journal = {{\"O}sterreichische {Z}eitschrift f{\"u}r {S}tatistik
und {I}nformatik},
year = 1989,
volume = 19,
pages = {282--288},
note = {In German}
}
@article{hornik:Hornik:1989a,
author = {Kurt Hornik},
title = {Asymptotically Optimal Tests of Hypotheses on the
Generator of a Finite {Markov} Process},
journal = {Journal of Statistical Planning and Inference},
year = 1989,
volume = 23,
pages = {345--352},
doi = {10.1016/0378-3758(89)90077-3}
}
@article{hornik:Hornik:1988b,
author = {Kurt Hornik},
title = {On the Behavior of Type {II} Errors},
journal = {Statistics \& Decisions},
year = 1988,
volume = 6,
pages = {379--383}
}
@article{hornik:Hornik:1988a,
author = {Kurt Hornik},
title = {On Asymptotically Optimal Tests},
journal = {Journal of Statistical Planning and Inference},
year = 1988,
volume = 20,
pages = {131--154}
}
@article{hornik:Hornik:1987,
author = {Kurt Hornik},
title = {Asymptotically Optimal Tests for Finite {Markov}
Chains},
journal = {Publications de l'Institut de Statistique de
l'Universit{\'e} de Paris},
year = 1987,
volume = 32,
pages = {43--58}
}
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