A Kernel Clustering-Based Possibilistic Fuzzy Extreme Learning Machine for Class Imbalance Learning

Compared with traditional computational intelligence techniques such as the support vector machine, extreme learning machine (ELM) provides better generalization performance at a much faster learning speed without tuning model parameters. Unfortunately, the training process of ELM is still sensitive...

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Veröffentlicht in:Cognitive computation 2015-02, Vol.7 (1), p.74-85
Hauptverfasser: Xia, Shi-Xiong, Meng, Fan-Rong, Liu, Bing, Zhou, Yong
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Sprache:eng
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