Berthold Lausen

According to our database, Berthold Lausen authored at least 24 papers between 2002 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Sequence-aware item recommendations for multiply repeated user-item interactions.

Juan Pablo Equihua, Maged Ali, Henrik Nordmark, 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

Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches.

Hui Yang, Stella Hadjiantoni, Yunfei Long, Ruta Petraityte, Berthold Lausen

CoRR, 2023

2021

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

2020

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

2018

Introduction to the special issue on Data Science in Europe.

Peter A. Flach, Myra Spiliopoulou, Serge Allegrezza, Matthias Böhmer, Burkhard Hess, Berthold Lausen

Int. J. Data Sci. Anal., 2018

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

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

Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis.

Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen

Proceedings of the Analysis of Large and Complex Data, 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

Proceedings of the Analysis of Large and Complex Data, 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

Proceedings of the Analysis of Large and Complex Data, 2014

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

Proceedings of the Analysis of Large and Complex Data, 2014

2011

Classification of repeated measurements data using tree-based ensemble methods.

Werner Adler, Sergej Potapov, Berthold Lausen

Comput. Stat., 2011

Ensemble classification of paired data.

Werner Adler, Alexander Brenning, Sergej Potapov, Matthias Schmid, Berthold Lausen

Comput. Stat. Data Anal., 2011

2009

Bootstrap estimated true and false positive rates and ROC curve.

Werner Adler, Berthold Lausen

Comput. Stat. Data Anal., 2009

2005

Automated segmentation of the optic nerve head for diagnosis of glaucoma.

Radim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Dietrich Paulus, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson

Medical Image Anal., 2005

Generalised indirect classifiers.

A. Peters, Torsten Hothorn, Berthold Lausen

Comput. Stat. Data Anal., 2005

Bundling classifiers by bagging trees.

Torsten Hothorn, Berthold Lausen

Comput. Stat. Data Anal., 2005

2003

Double-bagging: combining classifiers by bootstrap aggregation.

Torsten Hothorn, Berthold Lausen

Pattern Recognit., 2003

On the exact distribution of maximally selected rank statistics.

Torsten Hothorn, Berthold Lausen

Comput. Stat. Data Anal., 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

Bagging tree classifiers for laser scanning images: a data- and simulation-based strategy.

Torsten Hothorn, Berthold Lausen

Artif. Intell. Medicine, 2003

Automated Segmentation of the Optic Nerve Head for Glaucoma Diagnosis.

Radim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson

Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

2002

Bagging Tree Classifiers for Glaucoma Diagnosis.

Torsten Hothorn, Berthold Lausen

Proceedings of the COMPSTAT 2002, 2002