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ORCIDBerthold Lausen
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- affiliation: University of Essex, Department of Mathematical Sciences, UK
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2020 – today
- 2023
[i4]Hui Yang, Stella Hadjiantoni, Yunfei Long, Ruta Petraityte, Berthold Lausen:
Automatic Detection of Industry Sectors in Legal Articles Using Machine Learning Approaches. CoRR abs/2303.05387 (2023)- [i3]Juan Pablo Equihua, Henrik Nordmark, Maged Ali, Berthold Lausen:
Modelling customer churn for the retail industry in a deep learning based sequential framework. CoRR abs/2304.00575 (2023) - [i2]Juan Pablo Equihua, Maged Ali, Henrik Nordmark, Berthold Lausen:
Sequence-aware item recommendations for multiply repeated user-item interactions. CoRR abs/2304.00578 (2023) - 2021
- [j15]Zardad Khan
, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen:
Optimal Trees Selection for Classification via Out-of-Bag Assessment and Sub-Bagging. IEEE Access 9: 28591-28607 (2021) - 2020
- [j14]Zardad Khan, Asma Gul, Aris Perperoglou, Miftahuddin Miftahuddin, Osama Mahmoud, Werner Adler, Berthold Lausen:
Ensemble of optimal trees, random forest and random projection ensemble classification. Adv. Data Anal. Classif. 14(1): 97-116 (2020) - [i1]Zardad Khan, Naz Gul, Nosheen Faiz, Asma Gul, Werner Adler, Berthold Lausen:
Optimal trees selection for classification via out-of-bag assessment and sub-bagging. CoRR abs/2012.15301 (2020)
2010 – 2019
- 2018
- [j13]Asma Gul, Aris Perperoglou, Zardad Khan, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen:
Ensemble of a subset of kNN classifiers. Adv. Data Anal. Classif. 12(4): 827-840 (2018) - [j12]Peter A. Flach, Myra Spiliopoulou, Serge Allegrezza, Matthias Böhmer, Burkhard Hess, Berthold Lausen:
Introduction to the special issue on Data Science in Europe. Int. J. Data Sci. Anal. 6(3): 163-165 (2018) - 2015
- [e3]Berthold Lausen, Sabine Krolak-Schwerdt, Matthias Böhmer:
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]. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2015, ISBN 978-3-662-44982-0 [contents] - 2014
- [j11]Osama Mahmoud, Andrew Harrison, Aris Perperoglou, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen:
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score. BMC Bioinform. 15: 274 (2014) - [c6]Osama Mahmoud, Andrew Harrison, Asma Gul, Zardad Khan, Metodi V. Metodiev, Berthold Lausen:
Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis. ECDA 2014: 275-285 - [c5]Zardad Khan, Asma Gul, Osama Mahmoud, Miftahuddin Miftahuddin, Aris Perperoglou, Werner Adler, Berthold Lausen:
An Ensemble of Optimal Trees for Class Membership Probability Estimation. ECDA 2014: 395-409 - [c4]Asma Gul, Zardad Khan, Aris Perperoglou, Osama Mahmoud, Miftahuddin Miftahuddin, Werner Adler, Berthold Lausen:
Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation. ECDA 2014: 411-421 - [c3]Baba B. Alhaji, Hongsheng Dai, Yoshiko Hayashi, Veronica Vinciotti, Andrew Harrison, Berthold Lausen:
Analysis of ChIP-seq Data Via Bayesian Finite Mixture Models with a Non-parametric Component. ECDA 2014: 507-517 - 2013
- [e2]Berthold Lausen, Dirk Van den Poel, Alfred Ultsch:
Algorithms from and for Nature and Life - Classification and Data Analysis. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2013, ISBN 978-3-319-00034-3 [contents] - 2011
- [j10]Werner Adler, Alexander Brenning, Sergej Potapov, Matthias Schmid, Berthold Lausen:
Ensemble classification of paired data. Comput. Stat. Data Anal. 55(5): 1933-1941 (2011) - [j9]Werner Adler, Sergej Potapov, Berthold Lausen:
Classification of repeated measurements data using tree-based ensemble methods. Comput. Stat. 26(2): 355 (2011) - 2010
- [e1]Andreas Fink, Berthold Lausen, Wilfried Seidel, Alfred Ultsch:
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. Studies in Classification, Data Analysis, and Knowledge Organization, Springer 2010, ISBN 978-3-642-01043-9 [contents]
2000 – 2009
- 2009
- [j8]Werner Adler, Berthold Lausen:
Bootstrap estimated true and false positive rates and ROC curve. Comput. Stat. Data Anal. 53(3): 718-729 (2009) - 2005
- [j7]A. Peters, Torsten Hothorn, Berthold Lausen:
Generalised indirect classifiers. Comput. Stat. Data Anal. 49(3): 849-861 (2005) - [j6]Torsten Hothorn, Berthold Lausen:
Bundling classifiers by bagging trees. Comput. Stat. Data Anal. 49(4): 1068-1078 (2005) - [j5]Radim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Dietrich Paulus, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson:
Automated segmentation of the optic nerve head for diagnosis of glaucoma. Medical Image Anal. 9(4): 297-314 (2005) - 2003
- [j4]Torsten Hothorn, Berthold Lausen:
Bagging tree classifiers for laser scanning images: a data- and simulation-based strategy. Artif. Intell. Medicine 27(1): 65-79 (2003) - [j3]Martin Radespiel-Tröger, Thomas Rabenstein, H. T. Schneider, Berthold Lausen:
Comparison of tree-based methods for prognostic stratification of survival data. Artif. Intell. Medicine 28(3): 323-341 (2003) - [j2]Torsten Hothorn, Berthold Lausen:
On the exact distribution of maximally selected rank statistics. Comput. Stat. Data Anal. 43(2): 121-137 (2003) - [j1]Torsten Hothorn, Berthold Lausen:
Double-bagging: combining classifiers by bootstrap aggregation. Pattern Recognit. 36(6): 1303-1309 (2003) - [c2]Radim Chrástek, Matthias Wolf, Klaus Donath, Heinrich Niemann, Torsten Hothorn, Berthold Lausen, Robert Lämmer, Christian Y. Mardin, Georg Michelson:
Automated Segmentation of the Optic Nerve Head for Glaucoma Diagnosis. Bildverarbeitung für die Medizin 2003: 338-342 - 2002
- [c1]Torsten Hothorn, Berthold Lausen:
Bagging Tree Classifiers for Glaucoma Diagnosis. COMPSTAT 2002: 183-188
Coauthor Index
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