Evolutionary Ensembles with Negative Correlation Learning (2000)

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by Yong Liu , Xin Yao , Tetsuya Higuchi
Venue:IEEE Transactions on Evolutionary Computation
Citations:89 - 24 self

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2 Bagging and Boosting Negatively Correlated Neural Networks – Md. Monirul Islam, X. Yao, S. M. Shahriar Nirjon, M. Asiful Islam, Kazuyuki Murase - 2008
40 A Constructive Algorithm for Training Cooperative Neural Network Ensembles – Md. Monirul Islam, Xin Yao, Kazuyuki Murase - 2003
8 Evolving a Cooperative Population of Neural Networks by Minimizing Mutual Information – Yong Liu, Xin Yao, Qiangfu Zhao - 2001
3 A hybrid neurogenetic approach for stock forecasting – Yung-keun Kwon, Byung-ro Moon - 2007
5 Ensemble Methods for Connectionist Acoustic Modelling – G. D. Cook, S.R. Waterhouse, A. J. Robinson - 1997
67 Ensembling Neural Networks: Many Could Be Better Than All – Zhi-hua Zhou, Jianxin Wu, Wei Tang - 2002
53 Ensemble Learning via Negative Correlation – Yong Liu, Xin Yao - 1999
44 Simultaneous Training of Negatively Correlated Neural Networks in an Ensemble – Yong Liu, Student Member, Xin Yao, Senior Member - 1999
65 Linear and Order Statistics Combiners for Pattern Classification – Kagan Tumer, Joydeep Ghosh - 1999
4 Data Selection and Model Combination in Connectionist Speech Recognition – Gary David Cook - 1997
9 Evolving Modular Neural Networks Which Generalise Well – Yong Liu, Xin Yao - 1997
19 An Anytime Approach To Connectionist Theory Refinement: Refining The Topologies Of Knowledge-Based Neural Networks – David William Opitz - 1995
1 Diagnositic classifier ensembles: enforcing diversity for reliability in the combination – Gopinath Odayammadath Chandroth - 2000
An Evolutionary Approach to the Automatic Design of Ensembles of Neural Network Classifiers – Pete Duell - 2005
22 The Sources of Increased Accuracy for Two Proposed Boosting Algorithms – David B. Skalak - 1996
4 Neural Networks for Breast Cancer Diagnosis – Xin Yao, Yong Liu - 1999
1 Combining Predictors: Some Old Methods and a New Method – Jakob Vogdrup Hansen - 1998
80 On Combining Artificial Neural Nets – Amanda J. C. Sharkey - 1996
LETTER Communicated by Robert Jacobs Boosted Mixture of Experts: An Ensemble Learning Scheme – Ran Avnimelech, Nathan Intrator