Generating Explicit Self-Organizing Maps by Information Maximization

Intelligent Data Engineering and Automated Learning - Lecture Notes in Computer Science ◽

10.1007/978-3-540-45080-1_32 ◽

2003 ◽

pp. 236-245

Author(s):

Ryotaro Kamimura ◽

Haruhiko Takeuchi

Keyword(s):

Self Organizing Maps ◽

Information Maximization ◽

Self Organizing

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Cooperative Information Maximization With Gaussian Activation Functions for Self-Organizing Maps

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2006.875984 ◽

2006 ◽

Vol 17 (4) ◽

pp. 909-918 ◽

Author(s):

R. Kamimura

Keyword(s):

Activation Functions ◽

Self Organizing Maps ◽

Information Maximization ◽

Self Organizing

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Hybrid information processing systems to generate self-organizing maps: combining SOM and information maximization for coherent activation patterns

Proceedings of the 2002 International Joint Conference on Neural Networks. IJCNN'02 (Cat. No.02CH37290) ◽

10.1109/ijcnn.2002.1007789 ◽

2003 ◽

Author(s):

R. Kamimura ◽

T. Kamimura ◽

O. Uchida

Keyword(s):

Information Processing ◽

Self Organizing Maps ◽

Activation Patterns ◽

Information Maximization ◽

Self Organizing

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Flexible self-organizing maps by information maximization

Proceedings of the International Joint Conference on Neural Networks, 2003. ◽

10.1109/ijcnn.2003.1224000 ◽

2004 ◽

Author(s):

R. Kamimura ◽

H. Takeuchi

Keyword(s):

Self Organizing Maps ◽

Information Maximization ◽

Self Organizing

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Self-organizing by Information Maximization: Realizing Self-Organizing Maps by Information-Theoretic Competitive Learning

Neural Information Processing - Lecture Notes in Computer Science ◽

10.1007/11893028_103 ◽

2006 ◽

pp. 925-934

Author(s):

Ryotaro Kamimura

Keyword(s):

Competitive Learning ◽

Self Organizing Maps ◽

Information Theoretic ◽

Information Maximization ◽

Self Organizing

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Input information maximization for improving self-organizing maps

Applied Intelligence ◽

10.1007/s10489-014-0525-1 ◽

2014 ◽

Vol 41 (2) ◽

pp. 421-438 ◽

Author(s):

Ryotaro Kamimura

Keyword(s):

Self Organizing Maps ◽

Input Information ◽

Information Maximization ◽

Self Organizing

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Collective Information Maximization for Self-Organizing Maps

2005 International Conference on Neural Networks and Brain ◽

10.1109/icnnb.2005.1614680 ◽

2006 ◽

Author(s):

R. Kamimura

Keyword(s):

Self Organizing Maps ◽

Information Maximization ◽

Collective Information ◽

Self Organizing

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Information maximization with Gaussian activation functions to generate explicit self-organizing maps

2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541) ◽

10.1109/ijcnn.2004.1379885 ◽

2005 ◽

Author(s):

R. Kamimura ◽

Y. Maruyama

Keyword(s):

Activation Functions ◽

Self Organizing Maps ◽

Information Maximization ◽

Self Organizing

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Mutual information maximization by free energy-based competitive learning for self-organizing maps

2008 IEEE International Conference on Systems, Man and Cybernetics ◽

10.1109/icsmc.2008.4811553 ◽

2008 ◽

Author(s):

Ryotaro Kamimura

Keyword(s):

Free Energy ◽

Mutual Information ◽

Competitive Learning ◽

Self Organizing Maps ◽

Information Maximization ◽

Mutual Information Maximization ◽

Self Organizing

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A Recommendation Model that Combines Self-Organizing Maps and Case-Based Reasoning: A Case of Online Community Recommender Systems

The e-Business Studies ◽

10.15719/geba.9.1.200803.309 ◽

2008 ◽

Vol 9 (1) ◽

pp. 309-327 ◽

Author(s):

Hyoung-yong Lee

Keyword(s):

Recommender Systems ◽

Online Community ◽

Case Based Reasoning ◽

Self Organizing Maps ◽

Self Organizing

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A Psychographic Segmentation of Kuwaiti Travelers Using Self-Organizing Maps

Tourism Analysis ◽

10.3727/108354219x15458295631990 ◽

2019 ◽

Vol 24 (1) ◽

pp. 87-92 ◽

Author(s):

Yvette Reisinger ◽

Mohamed M. Mostafa ◽

John P. Hayes

Keyword(s):

Self Organizing Maps ◽

Self Organizing

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