A Cooperative Ensemble Learning System (1998)

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by Yong Liu , Xin Yao
Venue:In Proc. of the 1998 IEEE International Joint Conference on Neural Networks (IJCNN'98
Citations:10 - 2 self

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34 Simultaneous Training of Negatively Correlated Neural Networks in an Ensemble – Yong Liu, Student Member, Xin Yao, Senior Member - 1999
5 Simultaneous Learning of Negatively Correlated Neural Networks – Yong Liu, Xin Yao - 1998
46 Ensemble Learning via Negative Correlation – Yong Liu, Xin Yao - 1999
1 Bagging and Boosting Negatively Correlated Neural Networks – Md. Monirul Islam, X. Yao, S. M. Shahriar Nirjon, M. Asiful Islam, Kazuyuki Murase - 2008
4 Negatively Correlated Neural Networks for Classification – Yong Liu, Xin Yao - 1998
72 Evolutionary Ensembles with Negative Correlation Learning – Yong Liu, Xin Yao, Tetsuya Higuchi - 2000
32 A Constructive Algorithm for Training Cooperative Neural Network Ensembles – Md. Monirul Islam, Xin Yao, Kazuyuki Murase - 2003
1 Exploiting Diversity of Neural Ensembles with Speciated Evolution – Seung-ik Lee, Joon-hyun Ahn, Sung-Bae Cho
4 Neural Networks for Breast Cancer Diagnosis – Xin Yao, Yong Liu - 1999
1 Diagnositic classifier ensembles: enforcing diversity for reliability in the combination – Gopinath Odayammadath Chandroth - 2000
5 Performance and efficiency: Recent advances in supervised learning – Sheng Ma, Chuanyi Ji - 1999
3 Building Optimal Committees of Genetic Programs – Byoung-tak Zhang, Je-gun Joung - 2000
6 Evolving a Cooperative Population of Neural Networks by Minimizing Mutual Information – Yong Liu, Xin Yao, Qiangfu Zhao - 2001
6 Diversity, Selection, and Ensembles of Artificial Neural Nets – Amanda J.C. Sharkey, A J. C. Sharkey, Noel E. Sharkey - 1997
56 Linear and Order Statistics Combiners for Pattern Classification – Kagan Tumer, Joydeep Ghosh - 1999
63 Diversity creation methods: A survey and categorisation – Gavin Brown, Jeremy Wyatt, Rachel Harris, Xin Yao - 2005
9 Linear and order statistics combiners for reliable pattern classification – Kagan Tumer - 1996
1 Neural Network Ensembles for Time Series Forecasting – V. Landassuri-moreno, John A. Bullinaria
8 Evolving Modular Neural Networks Which Generalise Well – Yong Liu, Xin Yao - 1997