Making Diversity Enhancement Based on Multiple Classifier System by Weight Tuning

This article presents a new method to construct multiple classifier system by making diverse base classifiers using weight tuning. In the method presented, base classifiers are multilayer perceptions which creates diverse base classifiers using a three-step procedure. In the first step, base classif...

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Veröffentlicht in:	Neural processing letters 2012-02, Vol.35 (1), p.61-80
Hauptverfasser:	Salkhordeh Haghighi, Mehdi, Vahedian, Abedin, Sadoghi Yazdi, Hadi
Format:	Artikel
Sprache:	eng
Schlagworte:	Applied sciences Artificial Intelligence Classifiers Complex Systems Computational Intelligence Computer Science Computer science control theory systems Data processing. List processing. Character string processing Exact sciences and technology Memory organisation. Data processing Multilayers Software Tuning
Online-Zugang:	Volltext
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