Friedrich Leisch

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 5

Top Topics

Regression Model

Clustering Algorithm

Clustering Analysis

Top Venues

WIREs Data. Mining. Knowl. Discov.

Comput. Stat. Data Anal.

Publications

Iven Van Mechelen, Anne-Laure Boulesteix, Rainer Dangl, Nema Dean, Christian Hennig, Friedrich Leisch, Douglas L. Steinley, Matthijs J. Warrens
A white paper on good research practices in benchmarking: The case of cluster analysis. WIREs Data. Mining. Knowl. Discov. 13 (6) (2023)
Rainer Dangl, Friedrich Leisch
Effects of Resampling in Determining the Number of Clusters in a Data Set. J. Classif. 37 (3) (2020)
Weksi Budiaji, Friedrich Leisch
Simple K-Medoids Partitioning Algorithm for Mixed Variable Data. Algorithms 12 (9) (2019)
Christina Yassouridis, Friedrich Leisch
Benchmarking different clustering algorithms on functional data. Adv. Data Anal. Classif. 11 (3) (2017)
Sarah Brockhaus, Michael Melcher, Friedrich Leisch, Sonja Greven
Boosting flexible functional regression models with a high number of functional historical effects. Stat. Comput. 27 (4) (2017)
Manuel J. A. Eugster, Friedrich Leisch, Carolin Strobl
(Psycho-)analysis of benchmark experiments: A formal framework for investigating the relationship between data sets and learning algorithms. Comput. Stat. Data Anal. 71 (2014)
Sebastian Krey, Uwe Ligges, Friedrich Leisch
-means clustering. Comput. Stat. 29 (1) (2014)
Bettina Grün, Theresa Scharl, Friedrich Leisch
Modelling time course gene expression data with finite mixtures of linear additive models. Bioinform. 28 (2) (2012)
Friedrich Leisch, Manuel J. A. Eugster, Torsten Hothorn
Executable Papers for the R Community: The R2 Platform for Reproducible Research. ICCS (2011)
Manuel J. A. Eugster, Friedrich Leisch
Weighted and robust archetypal analysis. Comput. Stat. Data Anal. 55 (3) (2011)
Manuel J. A. Eugster, Friedrich Leisch
Exploratory analysis of benchmark experiments an interactive approach. Comput. Stat. 26 (4) (2011)
Torsten Hothorn, Friedrich Leisch
Case studies in reproducibility. Briefings Bioinform. 12 (3) (2011)
Friedrich Leisch
Neighborhood graphs, stripes and shadow plots for cluster visualization. Stat. Comput. 20 (4) (2010)
Theresa Scharl, Bettina Grün, Friedrich Leisch
Mixtures of regression models for time course gene expression data: evaluation of initialization and random effects. Bioinform. 26 (3) (2010)
Ilhami Visne, Erkan Dilaveroglu, Klemens Vierlinger, Martin Lauss, Ahmet Yildiz, Andreas Weinhäusel, Christa Noehammer, Friedrich Leisch, Albert Kriegner
RGG: A general GUI Framework for R scripts. BMC Bioinform. 10 (2009)
Bettina Grün, Friedrich Leisch
Dealing with label switching in mixture models under genuine multimodality. J. Multivar. Anal. 100 (5) (2009)
Theresa Scharl, Ingo Voglhuber, Friedrich Leisch
Exploratory and inferential analysis of gene cluster neighborhood graphs. BMC Bioinform. 10 (2009)
Theresa Scharl, Friedrich Leisch
gcExplorer: interactive exploration of gene clusters. Bioinform. 25 (8) (2009)
Theresa Scharl, Friedrich Leisch
Quality-Based Clustering of Functional Data: Applications to Time Course Microarray Data. GfKl (2008)
Bettina Grün, Friedrich Leisch
Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects. J. Classif. 25 (2) (2008)
Friedrich Leisch
Compstat 2006 Young Researcher Award. Comput. Stat. 22 (4) (2007)
Bettina Grün, Friedrich Leisch
Fitting finite mixtures of generalized linear regressions in R. Comput. Stat. Data Anal. 51 (11) (2007)
Bettina Grün, Friedrich Leisch
Testing for Genuine Multimodality in Finite Mixture Models: Application to Linear Regression Models. GfKl (2006)
Friedrich Leisch
A toolbox for K. Comput. Stat. Data Anal. 51 (2) (2006)
Kurt Hornik, Friedrich Leisch
R Version 2.1.0. Comput. Stat. 20 (2) (2005)
Kurt Hornik, Friedrich Leisch
R Version 2.0.0. Comput. Stat. 19 (4) (2004)
David Meyer, Friedrich Leisch, Torsten Hothorn, Kurt Hornik
: An XML Format for Statistical Data. Comput. Stat. 19 (3) (2004)
David Meyer, Friedrich Leisch, Kurt Hornik
The support vector machine under test. Neurocomputing 55 (1-2) (2003)
Friedrich Leisch
Sweave: Dynamic Generation of Statistical Reports Using Literate Data Analysis. COMPSTAT (2002)
David Meyer, Friedrich Leisch, Torsten Hothorn, Kurt Hornik
StatDataML: An XML Format for Statistical Data. COMPSTAT (2002)
Sara Dolnicar, Friedrich Leisch
Behavioral Market Segmentation of Binary Guest Survey Data with Bagged Clustering. ICANN (2001)
Vaijayanti Joshi, Lakhmi C. Jain, Udo Seiffert, Kathleen Zyga, Richard Price, Friedrich Leisch
Neural Techniques in Logo Recognition. HIS (2001)
Ajaykumar Pradhan, Lakhmi C. Jain, Arthur Filippidis, Friedrich Leisch
Fusion of Fuzzy System and Conventional Technique to Evaluate Weather and Terrain Effects on the Vehicle Operations. HIS (2001)
Adrian Trapletti, Friedrich Leisch, Kurt Hornik
Stationary and Integrated Autoregressive Neural Network Processes. Neural Comput. 12 (10) (2000)
Friedrich Leisch, Adrian Trapletti, Kurt Hornik
Stationarity and Stability of Autoregressive Neural Network Processes. NIPS (1998)
Friedrich Leisch, Lakhmi C. Jain, Kurt Hornik
Cross-validation with active pattern selection for neural-network classifiers. IEEE Trans. Neural Networks 9 (1) (1998)
Andreas Weingessel, Horst Bischof, Kurt Hornik, Friedrich Leisch
Adaptive combination of PCA and VQ networks. IEEE Trans. Neural Networks 8 (5) (1997)
Friedrich Leisch, Kurt Hornik
ARC-LH: A New Adaptive Resampling Algorithm for Improving ANN Classifiers. NIPS (1996)
Friedrich Leisch, Kurt Hornik, Lakhmi C. Jain
NN Classifiers: Reducing the Computational Cost of Cross-Validation by Active Pattern Selection. ANNES (1995)