Berthold Lausen - researchr alias

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Viewing Publication 1 - 22 from 22

2025

Customer Lifetime Value Modeling via Two Stage Selected Trees EnsemblesZardad Khan, Amjad Ali 0003, Saeed Aldahmani, Henrik Nordmark, Berthold Lausen. access, 13:115236-115247, 2025. [doi]

2021

Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-BaggingZardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen. access, 9:28591-28607, 2021. [doi]

2020

Ensemble of optimal trees, random forest and random projection ensemble classificationZardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen. adac, 14(1):97-116, 2020. [doi]

2018

Introduction to the special issue on Data Science in EuropePeter Flach, Myra Spiliopoulou, Serge Allegrezza, Matthias Böhmer 0002, Burkhard Hess, Berthold Lausen. ijdsa, 6(3):163-165, 2018. [doi]

Ensemble of a subset of kNN classifiersAsma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen. adac, 12(4):827-840, 2018. [doi]

2014

Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric ComponentBaba B. Alhaji, Hongsheng Dai, Yoshiko Hayashi, Veronica Vinciotti, Andrew Harrison, Berthold Lausen. ecda 2016: 507-517 [doi]

Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability EstimationAsma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen. ecda 2016: 411-421 [doi]

An Ensemble of Optimal Trees for Class Membership Probability EstimationZardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen. ecda 2016: 395-409 [doi]

A feature selection method for classification within functional genomics experiments based on the proportional overlapping scoreOsama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen. bmcbi, 15:274, 2014. [doi]

Minimizing Redundancy Among Genes Selected Based on the Overlapping AnalysisOsama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen. ecda 2016: 275-285 [doi]

2011

Classification of repeated measurements data using tree-based ensemble methodsWerner Adler, Sergej Potapov, Berthold Lausen. cstat, 26(2):355, 2011. [doi]

Ensemble classification of paired dataWerner Adler, Alexander Brenning, Sergej Potapov, Matthias Schmid, Berthold Lausen. csda, 55(5):1933-1941, 2011. [doi]

2009

Bootstrap estimated true and false positive rates and ROC curveWerner Adler, Berthold Lausen. csda, 53(3):718-729, 2009. [doi]

2005

Automated segmentation of the optic nerve head for diagnosis of glaucomaRadim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Dietrich Paulus, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson. mia, 9(4):297-314, 2005. [doi]

Bundling classifiers by bagging treesTorsten Hothorn, Berthold Lausen. csda, 49(4):1068-1078, 2005. [doi]

Generalised indirect classifiersA. Peters, Torsten Hothorn, Berthold Lausen. csda, 49(3):849-861, 2005. [doi]

2003

Automated Segmentation of the Optic Nerve Head for Glaucoma DiagnosisRadim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson. bildmed 2003: 338-342 [doi]

Bagging tree classifiers for laser scanning images: a data- and simulation-based strategyTorsten Hothorn, Berthold Lausen. artmed, 27(1):65-79, 2003.

Double-bagging: combining classifiers by bootstrap aggregationTorsten Hothorn, Berthold Lausen. PR, 36(6):1303-1309, 2003. [doi]

On the exact distribution of maximally selected rank statisticsTorsten Hothorn, Berthold Lausen. csda, 43(2):121-137, 2003. [doi]

Comparison of tree-based methods for prognostic stratification of survival dataM. Radespiel-Tröger, Thomas Rabenstein, H. T. Schneider, Berthold Lausen. artmed, 28(3):323-341, 2003. [doi]

2002

Bagging Tree Classifiers for Glaucoma DiagnosisTorsten Hothorn, Berthold Lausen. compstat 2002: 183-188 [doi]

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