Friedrich Leisch

J. Classif., 2020

2019

Simple K-Medoids Partitioning Algorithm for Mixed Variable Data.

[BibT_eX]

[DOI]

Weksi Budiaji

Algorithms, 2019

2017

Boosting flexible functional regression models with a high number of functional historical effects.

[BibT_eX]

[DOI]

Stat. Comput., 2017

Benchmarking different clustering algorithms on functional data.

[BibT_eX]

[DOI]

Christina Yassouridis

Adv. Data Anal. Classif., 2017

2014

Music and timbre segmentation by recursive constrained <i>K</i>-means clustering.

[BibT_eX]

[DOI]

Sebastian Krey

Uwe Ligges

Comput. Stat., 2014

(Psycho-)analysis of benchmark experiments: A formal framework for investigating the relationship between data sets and learning algorithms.

[BibT_eX]

[DOI]

Carolin Strobl

Comput. Stat. Data Anal., 2014

2012

Modelling time course gene expression data with finite mixtures of linear additive models.

[BibT_eX]

[DOI]

Bioinform., 2012

2011

Executable Papers for the R Community: The R2 Platform for Reproducible Research.

[BibT_eX]

[DOI]

Torsten Hothorn

Proceedings of the International Conference on Computational Science, 2011

Exploratory analysis of benchmark experiments an interactive approach.

[BibT_eX]

[DOI]

Comput. Stat., 2011

Weighted and robust archetypal analysis.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2011

Case studies in reproducibility.

[BibT_eX]

[DOI]

Torsten Hothorn

Briefings Bioinform., 2011

2010

Neighborhood graphs, stripes and shadow plots for cluster visualization.

[BibT_eX]

[DOI]

Stat. Comput., 2010

Mixtures of regression models for time course gene expression data: evaluation of initialization and random effects.

[BibT_eX]

[DOI]

Bioinform., 2010

2009

Dealing with label switching in mixture models under genuine multimodality.

[BibT_eX]

[DOI]

J. Multivar. Anal., 2009

RGG: A general GUI Framework for R scripts.

[BibT_eX]

[DOI]

BMC Bioinform., 2009

Exploratory and inferential analysis of gene cluster neighborhood graphs.

[BibT_eX]

[DOI]

Ingo Voglhuber

BMC Bioinform., 2009

gcExplorer: interactive exploration of gene clusters.

[BibT_eX]

[DOI]

Bioinform., 2009

2008

Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects.

[BibT_eX]

[DOI]

J. Classif., 2008

Quality-Based Clustering of Functional Data: Applications to Time Course Microarray Data.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Analysis, Data Handling and Business Intelligence, 2008

2007

Compstat 2006 Young Researcher Award.

[BibT_eX]

[DOI]

Comput. Stat., 2007

Fitting finite mixtures of generalized linear regressions in R.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2007

2006

A toolbox for K.

[BibT_eX]

[DOI]

Comput. Stat. Data Anal., 2006

Testing for Genuine Multimodality in Finite Mixture Models: Application to Linear Regression Models.

[BibT_eX]

[DOI]

Proceedings of the Advances in Data Analysis, 2006

2005

R Version 2.1.0.

[BibT_eX]

[DOI]

Comput. Stat., 2005

2004

<i>StatDataML</i>: An XML Format for Statistical Data.

[BibT_eX]

[DOI]

Comput. Stat., 2004

R Version 2.0.0.

[BibT_eX]

[DOI]

Comput. Stat., 2004

2003

The support vector machine under test.

[BibT_eX]

[DOI]

David Meyer

Neurocomputing, 2003

2002

StatDataML: An XML Format for Statistical Data.

[BibT_eX]

[DOI]

Proceedings of the COMPSTAT 2002, 2002

Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis.

[BibT_eX]

[DOI]

Proceedings of the COMPSTAT 2002, 2002

2001

Behavioral Market Segmentation of Binary Guest Survey Data with Bagged Clustering.

[BibT_eX]

[DOI]

Sara Dolnicar

Proceedings of the Artificial Neural Networks, 2001

Fusion of Fuzzy System and Conventional Technique to Evaluate Weather and Terrain Effects on the Vehicle Operations.

[BibT_eX]

Proceedings of the Hybrid Information Systems, 2001

Neural Techniques in Logo Recognition.

[BibT_eX]

Proceedings of the Hybrid Information Systems, 2001

2000

Stationary and Integrated Autoregressive Neural Network Processes.

[BibT_eX]

[DOI]

Adrian Trapletti

Neural Comput., 2000

1998

Cross-validation with active pattern selection for neural-network classifiers.

[BibT_eX]

[DOI]

Lakhmi C. Jain

IEEE Trans. Neural Networks, 1998

Stationarity and Stability of Autoregressive Neural Network Processes.

[BibT_eX]

[DOI]

Adrian Trapletti

Proceedings of the Advances in Neural Information Processing Systems 11, [NIPS Conference, Denver, Colorado, USA, November 30, 1998

1997

Adaptive combination of PCA and VQ networks.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks, 1997

1996

ARC-LH: A New Adaptive Resampling Algorithm for Improving ANN Classifiers.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 9, 1996

1995

NN Classifiers: Reducing the Computational Cost of Cross-Validation by Active Pattern Selection.

[BibT_eX]

[DOI]