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Selective negative correlation learning algorithm for incremental learning

Published • Jun 1, 2008
Authors:
Minlong Lin
,
Ke Tang
,
Xin Yao

Abstract

Negative correlation learning (NCL) is a successful scheme for constructing neural network ensembles. In batch learning mode, NCL outperforms many other ensemble learning approaches. Recently, NCL is also shown to be a potentially powerful approach to incremental learning, while the advantage of NCL...

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