Berthold Lausen

30 papers Journal 21Unranked 6

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Editorial for ADAC issue 1 of volume 20 (2026). Adv. Data Anal. Classif. Berthold Lausen, Maurizio Vichi
2025	J	`jnl`	Customer Lifetime Value Modeling via Two Stage Selected Trees Ensembles. IEEE Access Zardad Khan, Amjad Ali, Saeed Aldahmani, Henrik Nordmark, Berthold Lausen
2023	J	`jnl`	Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches. CoRR Hui Yang, Stella Hadjiantoni, Yunfei Long, Ruta Petraityte, Berthold Lausen
2023	J	`jnl`	Modelling customer churn for the retail industry in a deep learning based sequential framework. CoRR Juan Pablo Equihua, Henrik Nordmark, Maged Ali, Berthold Lausen
2023	J	`jnl`	Sequence-aware item recommendations for multiply repeated user-item interactions. CoRR Juan Pablo Equihua, Maged Ali, Henrik Nordmark, Berthold Lausen
2021	J	`jnl`	Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging. IEEE Access Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen
2020	J	`jnl`	Ensemble of optimal trees, random forest and random projection ensemble classification. Adv. Data Anal. Classif. Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen
2020	J	`jnl`	Optimal trees selection for classification via out-of-bag assessment and sub-bagging. CoRR Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen
2018	J	`jnl`	Ensemble of a subset of kNN classifiers. Adv. Data Anal. Classif. Asma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
2018	J	`jnl`	Introduction to the special issue on Data Science in Europe. Int. J. Data Sci. Anal. Peter A. Flach, Myra Spiliopoulou, Serge Allegrezza, Matthias Böhmer, Burkhard Hess, Berthold Lausen
2015	—	`ed.`	Data Science, Learning by Latent Structures, and Knowledge Discovery [revised versions of selected papers presented during the European Conference on Data Analysis (ECDA 2013), Luxembourg, July 2013]. ECDA Berthold Lausen, Sabine Krolak-Schwerdt, Matthias Böhmer
2014	J	`jnl`	A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinform. Osama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
2014	—	`conf`	An Ensemble of Optimal Trees for Class Membership Probability Estimation. ECDA Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen
2014	—	`conf`	Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component. ECDA Baba B. Alhaji, Hongsheng Dai, Yoshiko Hayashi, Veronica Vinciotti, Andrew Harrison, Berthold Lausen
2014	—	`conf`	Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. ECDA Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen
2014	—	`conf`	Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. ECDA Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen
2013	—	`book`	Algorithms from and for Nature and Life - Classification and Data Analysis Berthold Lausen, Dirk Van den Poel, Alfred Ultsch
2011	J	`jnl`	Classification of repeated measurements data using tree-based ensemble methods. Comput. Stat. Werner Adler, Sergej Potapov, Berthold Lausen
2011	J	`jnl`	Ensemble classification of paired data. Comput. Stat. Data Anal. Werner Adler, Alexander Brenning, Sergej Potapov, Matthias Schmid, Berthold Lausen
2010	—	`ed.`	Advances in Data Analysis, Data Handling and Business Intelligence - Proceedings of the 32nd Annual Conference of the Gesellschaft für Klassifikation e.V., Joint Conference with the British Classification Society (BCS) and the Dutch/Flemish Classification Society (VOC), Helmut-Schmidt-University, Hamburg, July 16-18, 2008 GfKl Andreas Fink, Berthold Lausen, Wilfried Seidel, Alfred Ultsch
2009	J	`jnl`	Bootstrap estimated true and false positive rates and ROC curve. Comput. Stat. Data Anal. Werner Adler, Berthold Lausen
2005	J	`jnl`	Automated segmentation of the optic nerve head for diagnosis of glaucoma. Medical Image Anal. Radim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Dietrich Paulus, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson
2005	J	`jnl`	Bundling classifiers by bagging trees. Comput. Stat. Data Anal. Torsten Hothorn, Berthold Lausen
2005	J	`jnl`	Generalised indirect classifiers. Comput. Stat. Data Anal. A. Peters, Torsten Hothorn, Berthold Lausen
2003	—	`conf`	Automated Segmentation of the Optic Nerve Head for Glaucoma Diagnosis. Bildverarbeitung für die Medizin Radim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson
2003	J	`jnl`	Bagging tree classifiers for laser scanning images: a data- and simulation-based strategy. Artif. Intell. Medicine Torsten Hothorn, Berthold Lausen
2003	J	`jnl`	Comparison of tree-based methods for prognostic stratification of survival data. Artif. Intell. Medicine Martin Radespiel-Tröger, Thomas Rabenstein, H. T. Schneider, Berthold Lausen
2003	J	`jnl`	Double-bagging: combining classifiers by bootstrap aggregation. Pattern Recognit. Torsten Hothorn, Berthold Lausen
2003	J	`jnl`	On the exact distribution of maximally selected rank statistics. Comput. Stat. Data Anal. Torsten Hothorn, Berthold Lausen
2002	—	`conf`	Bagging Tree Classifiers for Glaucoma Diagnosis. COMPSTAT Torsten Hothorn, Berthold Lausen