Berthold Lausen

According to our database1, Berthold Lausen authored at least 20 papers between 2002 and 2020.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2020
Ensemble of optimal trees, random forest and random projection ensemble classification.
Adv. Data Anal. Classif., 2020

2018
Introduction to the special issue on Data Science in Europe.
Int. J. Data Sci. Anal., 2018

Ensemble of a subset of kNN classifiers.
Adv. Data Anal. Classif., 2018

2014
A feature selection method for classification within functional genomics experiments based on the proportional overlapping score.
BMC Bioinform., 2014

Minimizing Redundancy Among Genes Selected Based on the Overlapping Analysis.
Proceedings of the Analysis of Large and Complex Data, 2014

An Ensemble of Optimal Trees for Class Membership Probability Estimation.
Proceedings of the Analysis of Large and Complex Data, 2014

Ensemble of Subset of k-Nearest Neighbours Models for Class Membership Probability Estimation.
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.
Proceedings of the Analysis of Large and Complex Data, 2014

2011
Classification of repeated measurements data using tree-based ensemble methods.
Comput. Stat., 2011

Ensemble classification of paired data.
Comput. Stat. Data Anal., 2011

2009
Bootstrap estimated true and false positive rates and ROC curve.
Comput. Stat. Data Anal., 2009

2005
Automated segmentation of the optic nerve head for diagnosis of glaucoma.
Medical Image Anal., 2005

Generalised indirect classifiers.
Comput. Stat. Data Anal., 2005

Bundling classifiers by bagging trees.
Comput. Stat. Data Anal., 2005

2003
Double-bagging: combining classifiers by bootstrap aggregation.
Pattern Recognit., 2003

On the exact distribution of maximally selected rank statistics.
Comput. Stat. Data Anal., 2003

Comparison of tree-based methods for prognostic stratification of survival data.
Artif. Intell. Medicine, 2003

Bagging tree classifiers for laser scanning images: a data- and simulation-based strategy.
Artif. Intell. Medicine, 2003

Automated Segmentation of the Optic Nerve Head for Glaucoma Diagnosis.
Proceedings of the Bildverarbeitung für die Medizin 2003, Algorithmen - Systeme, 2003

2002
Bagging Tree Classifiers for Glaucoma Diagnosis.
Proceedings of the COMPSTAT 2002, 2002


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