Bagging Tree Classifiers for Glaucoma Diagnosis. - Torsten Hothorn; Berthold Lausen (COMPSTAT, 2002)

Automated Segmentation of the Optic Nerve Head for Glaucoma Diagnosis. - Radim Chrástek; Matthias Wolf 001; Klaus Donath; Heinrich Niemann; Torsten Hothorn; Berthold Lausen; Robert Lämmer; Christian Y. Mardin; Georg Michelson (Bildverarbeitung für die Medizin, 2003)

Bagging tree classifiers for laser scanning images: a data- and simulation-based strategy. - Torsten Hothorn; Berthold Lausen (Artif. Intell. Medicine, 2003)

Comparison of tree-based methods for prognostic stratification of survival data. - Martin Radespiel-Tröger; Thomas Rabenstein; H. T. Schneider; Berthold Lausen (Artif. Intell. Medicine, 2003)

On the exact distribution of maximally selected rank statistics. - Torsten Hothorn; Berthold Lausen (Comput. Stat. Data Anal., 2003)

Double-bagging: combining classifiers by bootstrap aggregation. - Torsten Hothorn; Berthold Lausen (Pattern Recognit., 2003)

Bundling classifiers by bagging trees. - Torsten Hothorn; Berthold Lausen (Comput. Stat. Data Anal., 2005)

Generalised indirect classifiers. - A. Peters; Torsten Hothorn; Berthold Lausen (Comput. Stat. Data Anal., 2005)

Automated segmentation of the optic nerve head for diagnosis of glaucoma. - Radim Chrástek; Matthias Wolf 001; Klaus Donath; Heinrich Niemann; Dietrich Paulus; Torsten Hothorn; Berthold Lausen; Robert Lämmer; Christian Y. Mardin; Georg Michelson (Medical Image Anal., 2005)

Bootstrap estimated true and false positive rates and ROC curve. - Werner Adler; Berthold Lausen (Comput. Stat. Data Anal., 2009)

Ensemble classification of paired data. - Werner Adler; Alexander Brenning; Sergej Potapov; Matthias Schmid; Berthold Lausen (Comput. Stat. Data Anal., 2011)

Classification of repeated measurements data using tree-based ensemble methods. - Werner Adler; Sergej Potapov; Berthold Lausen (Comput. Stat., 2011)

Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component. - Baba B. Alhaji; Hongsheng Dai; Yoshiko Hayashi; Veronica Vinciotti; Andrew Harrison; Berthold Lausen (ECDA, 2014)

Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. - Asma Gul; Zardad Khan; Aris Perperoglou; Osama Mahmoud; Miftahuddin Miftahuddin; Werner Adler; Berthold Lausen (ECDA, 2014)

An Ensemble of Optimal Trees for Class Membership Probability Estimation. - Zardad Khan; Asma Gul; Osama Mahmoud; Miftahuddin Miftahuddin; Aris Perperoglou; Werner Adler; Berthold Lausen (ECDA, 2014)

Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. - Osama Mahmoud; Andrew Harrison; Asma Gul; Zardad Khan; Metodi V. Metodiev; Berthold Lausen (ECDA, 2014)

A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. - Osama Mahmoud; Andrew Harrison; Aris Perperoglou; Asma Gul; Zardad Khan; Metodi V. Metodiev; Berthold Lausen (BMC Bioinform., 2014)

Ensemble of a subset of kNN classifiers. - Asma Gul; Aris Perperoglou; Zardad Khan; Osama Mahmoud; Miftahuddin Miftahuddin; Werner Adler; Berthold Lausen (Adv. Data Anal. Classif., 2018)

Introduction to the special issue on Data Science in Europe. - Peter A. Flach; Myra Spiliopoulou; Serge Allegrezza; Matthias Böhmer 002; Burkhard Hess; Berthold Lausen (Int. J. Data Sci. Anal., 2018)

Ensemble of optimal trees, random forest and random projection ensemble classification. - Zardad Khan; Asma Gul; Aris Perperoglou; Miftahuddin Miftahuddin; Osama Mahmoud; Werner Adler; Berthold Lausen (Adv. Data Anal. Classif., 2020)

Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging. - Zardad Khan; Naz Gul; Nosheen Faiz; Asma Gul; Werner Adler; Berthold Lausen (IEEE Access, 2021)

Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches. - Hui Yang; Stella Hadjiantoni; Yunfei Long; Ruta Petraityte; Berthold Lausen (CoRR, 2023)

Modelling customer churn for the retail industry in a deep learning based sequential framework. - Juan Pablo Equihua; Henrik Nordmark; Maged Ali; Berthold Lausen (CoRR, 2023)

Sequence-aware item recommendations for multiply repeated user-item interactions. - Juan Pablo Equihua; Maged Ali; Henrik Nordmark; Berthold Lausen (CoRR, 2023)

Customer Lifetime Value Modeling via Two Stage Selected Trees Ensembles. - Zardad Khan; Amjad Ali 003; Saeed Aldahmani; Henrik Nordmark; Berthold Lausen (IEEE Access, 2025)