FUSION OF EXTREME LEARNING MACHINE WITH FUZZY INTEGRAL

DOI10.1142/S0218488513400138zbMath1322.68164MaRDI QIDQ3195001

Yan Li, Jun-Hai Zhai, Hong-Yu Xu

Publication date: 21 October 2015

Published in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (Search for Journal in Brave)

zbMATH Keywords

fuzzy integralbaggingextreme learning machinefusion of classifiersprobabilistic SLFNs

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Fuzzy measure theory (28E10)

Related Items (4)

Distance and similarity measures between uncertain variables ⋮ Performance improvement of classifier fusion for batch samples based on upper integral ⋮ Decision making with the generalized intuitionistic fuzzy power interaction averaging operators ⋮ Enhanced soft subspace clustering through hybrid dissimilarity

Cites Work

• Greedy optimization classifiers ensemble based on diversity
• Cost-sensitive boosting for classification of imbalanced data
• A decision-theoretic generalization of on-line learning and an application to boosting
• Measures of diversity in classifier ensembles and their relationship with the ensemble accuracy

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