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An approach to the automatic design of multiple classifier systems

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Publication:2714854
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DOI10.1016/S0167-8655(00)00096-9zbMath0978.68117MaRDI QIDQ2714854

Fabio Roli, Giorgio Giacinto

Publication date: 7 November 2001

Published in: Pattern Recognition Letters (Search for Journal in Brave)


zbMATH Keywords

multiple classifier systemshigh performance classification systems


Mathematics Subject Classification ID

Pattern recognition, speech recognition (68T10)


Related Items (6)

A self-trained ensemble with semisupervised SVM: an application to pixel classification of remote sensing imagery ⋮ Greedy optimization classifiers ensemble based on diversity ⋮ A probabilistic classifier ensemble weighting scheme based on cross-validated accuracy estimates ⋮ Using boosting to prune double-bagging ensembles ⋮ Selected tree classifier combination based on both accuracy and error diversity ⋮ AN EXTENSION OF THE Q DIVERSITY METRIC FOR INFORMATION PROCESSING IN MULTIPLE CLASSIFIER SYSTEMS: A FIELD EVALUATION






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