New mechanism for archive maintenance in PSO-based multi-objective feature selection

In classification problems, a large number of features are typically used to describe the problem’s instances. However, not all of these features are useful for classification. Feature selection is usually an important pre-processing step to overcome the problem of “curse of dimensionality”. Feature...

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Veröffentlicht in:Soft computing (Berlin, Germany) Germany), 2016-10, Vol.20 (10), p.3927-3946
Hauptverfasser: Nguyen, Hoai Bach, Xue, Bing, Liu, Ivy, Andreae, Peter, Zhang, Mengjie
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Sprache:eng
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