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Ensemble classification of paired data

  • Published:2011-05 Issue:5 Volume:55 Page:1933-1941
  • ISSN:0167-9473
  • Container-title:Computational Statistics & Data Analysis
  • language:en
  • Short-container-title:Computational Statistics & Data Analysis

Author:

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

Publisher

Elsevier BV

Subject

Applied Mathematics,Computational Theory and Mathematics,Computational Mathematics,Statistics and Probability

Reference32 articles.

1. Simulation based analysis of automated classification of medical images;Adler;Methods of Information in Medicine,2004

2. Bootstrap estimated true and false positive rates and roc curve;Adler;Computational Statistics & Data Analysis,2009

3. Comparison of classifiers applied to confocal scanning laser ophthalmoscopy data;Adler;Methods of Information in Medicine,2008

4. Bagging predictors;Breiman;Machine Learning,1996

5. Random forests;Breiman;Machine Learning,2001

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2. A sparse pair-preserving centroid-based supervised learning method for high-dimensional biomedical data or images;Biocybernetics and Biomedical Engineering;2020-04

3. Pairwise Comparative Classification for Translator Stylometric Analysis;ACM Transactions on Asian and Low-Resource Language Information Processing;2016-12-06

4. An asymptotically optimal kernel combined classifier;Statistics & Probability Letters;2016-12

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