Kazuyuki MURASE


A New Local Search Based Ant Colony Optimization Algorithm for Solving Combinatorial Optimization Problems
Md. Rakib HASSAN Md. Monirul ISLAM Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2010/05/01
Vol. E93-D  No. 5  pp. 1127-1136
Type of Manuscript:  PAPER
Category: Fundamentals of Information Systems
Keyword: 
ant colony optimizationcombinatorial optimization problemlocal search
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A Pruning Algorithm for Training Cooperative Neural Network Ensembles
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2006/03/01
Vol. E89-D  No. 3  pp. 1257-1269
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
neural network ensembleensemble designnegative correlation learningpruningnode decayover-fittinggeneralization
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Neural Network Training Algorithm with Positive Correlation
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2005/10/01
Vol. E88-D  No. 10  pp. 2399-2409
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
artificial neural networkscorrelationpositive correlationinformation theoryentropyhidden unit activitygeneralization
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A Dynamic Node Decaying Method for Pruning Artificial Neural Networks
Md. SHAHJAHAN Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2003/04/01
Vol. E86-D  No. 4  pp. 736-751
Type of Manuscript:  PAPER
Category: Biocybernetics, Neurocomputing
Keyword: 
ANNspruningdecayingcompetitionclassification
 Summary | Full Text:PDF(508.6KB)

Incremental Evolution with Learning to Develop the Control System of Autonomous Robots for Complex Task
Md. Monirul ISLAM Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2002/07/01
Vol. E85-D  No. 7  pp. 1118-1129
Type of Manuscript:  PAPER
Category: Artificial Intelligence, Cognitive Science
Keyword: 
artificial evolutionautonomous robotincremental evolutionunsuperrised learning
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A New Crossover Operator and Its Application to Artificial Neural Networks Evolution
Md. Monirul ISLAM Kazuyuki MURASE 
Publication:   IEICE TRANSACTIONS on Information and Systems
Publication Date: 2001/09/01
Vol. E84-D  No. 9  pp. 1144-1154
Type of Manuscript:  PAPER
Category: Algorithms
Keyword: 
artificial neural networksimulated evolutionlearningclassification error
 Summary | Full Text:PDF(477.3KB)