Holger Schwender

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 7

Top Topics

Negative Matrix Factorization

Crossover Operator

Statistical Learning

Tree Representation

Top Venues

Publications

Michael Lau, Tamara Schikowski, Holger Schwender
logicDT: a procedure for identifying response-associated interactions between binary predictors. Mach. Learn. 113 (2) (2024)
Michael Lau, Claudia Wigmann, Sara Kress, Tamara Schikowski, Holger Schwender
Evaluation of tree-based statistical learning methods for constructing genetic risk scores. BMC Bioinform. 23 (1) (2022)
Sami Hamdan, Bradley C. Love, Georg G. von Polier, Susanne Weis, Holger Schwender, Simon B. Eickhoff, Kaustubh R. Patil
Confound-leakage: Confound Removal in Machine Learning Leads to Leakage. CoRR (2022)
Hans-Ulrich Klein, Martin Schäfer, David A. Bennett, Holger Schwender, Philip L. De Jager
Bayesian integrative analysis of epigenomic and transcriptomic data identifies Alzheimer's disease candidate genes and networks. PLoS Comput. Biol. 16 (4) (2020)
Eva-Maria Huessler, Martin Schäfer, Holger Schwender, Pablo Landgraf
BayMAP: a Bayesian hierarchical model for the analysis of PAR-CLIP data. Bioinform. 35 (12) (2019)
Deepthi P. Varikuti, Sarah Genon, Aristeidis Sotiras, Holger Schwender, Felix Hoffstaedter, Kaustubh R. Patil, Christiane Jockwitz, Svenja Caspers, Susanne Moebus, Katrin Amunts, Christos Davatzikos, Simon B. Eickhoff
Evaluation of non-negative matrix factorization of grey matter in age prediction. NeuroImage 173 (2018)
Martin Schäfer, Hans-Ulrich Klein, Holger Schwender
Integrative analysis of multiple genomic variables using a hierarchical Bayesian model. Bioinform. 33 (20) (2017)
Martin Schäfer, Yvonne Radon, Thomas Klein, Sabrina Herrmann, Holger Schwender, Peter J. Verveer, Katja Ickstadt
A Bayesian mixture model to quantify parameters of spatial clustering. Comput. Stat. Data Anal. 92 (2015)
Swaantje Casjens, Holger Schwender, Thomas Brüning, Katja Ickstadt
A novel crossover operator based on variable importance for evolutionary multi-objective optimization with tree representation. J. Heuristics 21 (1) (2015)
Wolfgang Kaisers, Heiner Schaal, Holger Schwender
rbamtools: an R interface to samtools enabling fast accumulative tabulation of splicing events over multiple RNA-seq samples. Bioinform. 31 (10) (2015)
Robert B. Scharpf, Terri H. Beaty, Holger Schwender, Samuel G. Younkin, Alan F. Scott, Ingo Ruczinski
Fast detection of de novo copy number variants from SNP arrays for case-parent trios. BMC Bioinform. 13 (2012)
Carla C. M. Chen, Holger Schwender, Jonathan M. Keith, Robin Nunkesser, Kerrie L. Mengersen, Paula E. Macrossan
Methods for Identifying SNP Interactions: A Review on Variations of Logic Regression, Random Forest and Bayesian Logistic Regression. IEEE ACM Trans. Comput. Biol. Bioinform. 8 (6) (2011)
Martin Schäfer, Holger Schwender, Sylvia Merk, Claudia Haferlach, Katja Ickstadt, Martin Dugas
Integrated analysis of copy number alterations and gene expression: a bivariate assessment of equally directed abnormalities. Bioinform. 25 (24) (2009)
Holger Schwender, Katja Ickstadt
Empirical Bayes analysis of single nucleotide polymorphisms. BMC Bioinform. 9 (2008)
Robin Nunkesser, Thorsten Bernholt, Holger Schwender, Katja Ickstadt, Ingo Wegener
Detecting high-order interactions of single nucleotide polymorphisms using genetic programming. Bioinform. 23 (24) (2007)
Holger Schwender
Modifying Microarray Analysis Methods for Categorical Data - SAM and PAM for SNPs. GfKl (2004)