List of Papers
Regular Papers

Proceedings

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Regular Papers

Takaya Ogiso, Koichiro Yamauchi, Norio Ishii, Yuri Suzuki . "Co-learning system for humans and machines using a weighted majority-based method ", International Journal of Hybrid Intelligent Systems, No.13, pp. 63--76, (2016).

Koichiro Yamuchi. "Incremental learning on a budget and its application to quick maximum power point tracking of photovoltaic systems", Journal of Advanced Computational Intelligence and Intelligent Informatics, vol.18, No.4, pp. 682--696 (2014).

 Koichiro Yamauchi . "Incremental model selection and ensemble prediction under virtual concept drifting environments", Evolving Systems, vol.2, issue 4, pp 249--260, October, (2011).

Yasushi Kohata, Koichiro Yamauchi, Masahito Kurihara . "High-Speed Maximum Power Point Tracker for Photovoltaic Systems Using Online Learning Neural Networks", Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol 14, No 6, pp.677-682 (2010).

Koichiro Yamauchi . "Optimal incremental learning under covariate shift", Memetic Computing, Vol1, No4, pp.271--279  (2009).   [Additional Information]

Koichiro Yamauchi, Jiro Hayami . "Incremental Learning and Model Selection for Radial Basis Function Network through Sleep", IEICE TRANSACTIONS on Information and Systems, vol.E90-D, No.4, pp. 722--735, April, (2007).

Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori . "An On-line Learning Algorithm with Dimension Selection using Minimal Hyper Basis Function Networks", Systems and Computers in Japan, vol.37, No.11, pp. 11--21, October, (2006).

Koichiro Yamauchi, Takayuki Oohira, Takashi Omori . "Fast Incremental learning methods inspired by biological leaning behavior", Artificial Life and Robotics, vol.9, No.3, pp. 128--134, (2005).

Hiromi Takeuchi, Yoshifumi Terabayashi, Koicihiro Yamauchi, Naohiro Ishii . "Improvement of robot sensor by integrating information using neural network", International Journal on Artificial Intelligence Tools, vol.12, No.2, pp. 139--152, June, (2003).

Koichiro Yamauchi, Junko Takama, Hiromi Takeuchi, Satoshi Sugiura, Naohiro Ishii . "Sensory Integrating Neural Network with Selective Attention Architecture for Autonomous Robots", International Journal of Knowledge-Based Intelligent Engineering Systems, vol.5, No.3, pp. 142--154, July, (2001).

Koichiro Yamauchi, Mikiya Oota, Naohiro Ishii . "A self-supervised learning system for pattern recognition by sensory integration", Neural Networks, vol.12, No.10, pp. 1347--1358, December, (1999).

Koichiro Yamauchi, Nobuhiko Yamaguchi, Naohiro Ishii . "Incremental Learning Methods with Retrieving Interfered Patterns", IEEE TRANSACTIONS ON NEURAL NETWORKS, vol.10, No.6, pp. 1351--1365, November, (1999).

Naohiro Ishii, Chiyuki Kondo, Akinori Furukawa, Koichiro Yamauchi . "Acquisition of state transitions and Concept Formation in Neural Networks", Engng Applic. Artif. Intell., vol.10, No.6, pp. 539--544, June, (1997).

K. Yamauchi, M. Fukuda, K. Fukushima . "Speed Invariant Speech Recognition Using Variable Velocity Delay-Lines", Neural Networks, vol.8, No.2, pp. 167--177, March, (1995).

K. Yamauchi, T. Jimbo, M. Umeno . "Self-Organizing Architecture for Learning Novel Patterns", Systems and Computers in Japan, vol.23, No.4, pp. 36--45, June, (1992).

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Proceedings of International Conferences

Daisuke Nishio, Koichiro Yamauchi . "Multithreading Incremental Learning Scheme for Embedded System to Realize a High-Throughput", in Akira Hirose, Seiichi Ozawa, Kenji Doya , Kazushi Ikeda , Minho Lee, Derong Liu , editors, Neural Information Processing --23rd International Conference, ICONIP 2016--, Springer-Verlag, vol.LNCS9948, pp. 204--213, October, (2016).

Kazuyoshi Kato, Koichiro Yamauchi . "Risk Sensitive Reinforcement Learning Scheme Is Suitable for Learning on a Budget", in Akira Hirose, Seiichi Ozawa, Kenji Doya , Kazushi Ikeda , Minho Lee, Derong Liu , editors, Neural Information Processing --23rd International Conference, ICONIP 2016--, Springer-Verlag, vol.LNCS9949, pp. 202--210, October, (2016).

Akihisa Kato, Hirohito Kawahara, Koichiro Yamauchi . "Incremental learning on a budget and a quick calculation method using a tree-search algorithm ", in IJCNN2015: The International Joint Conference on Neural Networks 2015, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 3719--3725, July, (2015).

Takaya Ogiso, Koichiro Yamauchi, Norio Ishii, Yuri Suzuki . "A Co-learning system for human and machines", in Proceedings of the 2015 Seventh International Conference of Soft Computing and Pattern Recognition (SoCPaR2015), The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 363--368, November, (2015).

Hidekazu Kato, Koichiro Yamauchi . "Quick MPPT microconverter using a limited general regression neural network with adaptive forgetting", in Sustainable Energy Engineering and Application (ICSEEA), 2015 International Conference on , The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 42--48, February, (2016).


Yusuke Kondo, Koichiro Yamauchi . "A dynamic pruning strategy for incremental learning on a budget",  to appear in Neural Information Processing -- The 21th International Conference, ICONIP2014 November, (2014).

Koichiro Yamauchi, Yusuke Kondo, Akinari Maeda, Kiyotaka Nakano, Akihisa Kato . "Incremental learning on a budget and its application to power electronics", in Minho Lee, Akira Hirose, Zeng-Guang Hou, Rhee Man Kil , editors, Neural Information Processing -- The 20th International Conference, ICONIP2013 --, Springer-Verlag, LNCS8227, pp. 341--351, November, (2013).

Koichiro Yamauchi . "An importance weighted projection method for incremental learning under unstationary environments", in IJCNN2013: The International Joint Conference on Neural Networks 2013, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 506--514, August, (2013).

Koichiro Yamauchi . "Incremental learning on a budget and its application to quick maximu power point tracking of photovoltaic systems", in The 6th International Conference on Soft Computing and Intelligent Systems,  pp. 71--78, November, (2012).

Koichiro Yamauchi . "Incremental learning on a budget and its application to quick maximum power point tracking of photovoltaic systems", in The 6th International Conference on Soft Computing and Intelligent Systems, pp. 71--78, November, (2012).

Koichiro Yamauchi . "Pruning with Replacement and Automatic Distance Metric Detection in Limited General Regression Neural Networks", in Proceedings of International Joint Conference on Neural Networks, San Jose, California, USA, July 31 - August 5, 2011, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 899--906, July, (2011).

Koichiro Yamauchi . "Incremental Model Selection and Ensemble Prediction under Virtual Concept Drifting Environments", in Byoung-Tak Zhang, Mehmet A. Orgun , editors, PRICAI 2010: Trends in Artificial Intelligence, Springer-Verlag, vol.LNAI6230, pp. 570--582, August, (2010).

Koichiro Yamauchi . "Incremental Learning and Model Selection under Virtual Concept Drifting Environments", in The 2010 IEEE World Congress on Computational Intelligence (IEEE WCCI 2010) , The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 2389--2396, July, (2010).

Yasushi Kohata, Koichiro Yamauchi, Masahito Kurihara . "Quick Maximum Power Point Tracking of Photovoltaic using Online Learning Neural Network", in Neural Information Processing 16th International Conference on Neural Information Processing Bangkok, Thailand, December 1-5, 2009, Part I, vol.LNCS5863, No.1, pp. 606--613, December, (2009).

Takashi Omori, Masayoshi Sato, Koichiro Yamauchi, Satoru Ishikawa, Toshihiro Wakita . "Computational Modeling of Risk-Dependent Eye Movements of Car Drivers", in 2009 IEEE International Conference on Systems, Man and Cybernetics (SMC 2009), The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 2457--2461, October, (2009).

Kyosuke Nishida, Koichiro Yamauchi . "Learning, Detecting, Understanding, and Predicting Concept Changes", in The 2009 International Joint Conference on Neural Networks IJCNN 2009 Conference Proceedings, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 2280--2287, June, (2009).

Koichiro Yamauchi . "Covariate Shift and Incremental Learning", in Advances in Neuro-Information Processing 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I, pp. 1154--1162, November, (2008).

Masayoshi Sato, Yuki Togashi, Takashi Omori, Koichiro Yamauchi, Satoru Ishikawa . "Computational Modeling of Risk-Related Eye Movement of Car Drivers", in Advances in Neuro-Information Processing 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part I, pp. 293--300, November, (2008).

Kyosuke Nishida, Shohei Shimada, Satoru Ishikawa, Koichiro Yamauchi . "Detecting Sudden Concept Drift with Knowledge of Human Behavior", in 2008 IEEE International Conference on Systems, Man and Cybernetics (SMC 2008), The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 3261--3267, October, (2008).

Jiro Hayami, Koichiro Yamauchi . "PLS Mixture Model for Online Dimension Reduction", in Masumi Ishikawa, Kenji Doya, Hiroyuki Miyamoto, Takeshi Yamakawa , editors, 14th International Conference, ICONIP 2007, Kitakyushu, Japan, November 13-16, 2007, Revised Selected Papers, Part I , Springer-Verlag, vol.LNCS4984, No.1, pp. 279--288, November, (2007).

Youhei Tadeuchi, Ryuji Oshima, Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori . "Quick online feature selection method for regression --A feature selection method inspired by human behavior--", in Proceedings of 2007 IEEE International Conference on Systems, Man and Cybernetics, Omni Press, pp. 1895--1900, October, (2007).

Kyousuke Nishida, Koichiro Yamauchi . "Detecting Concept Drift using Statistical Testing", in Vincent Corruble, Masayuki Takeda, Einoshin Suzuki , editors, The Tenth International Conference on Discovery Science, Springer-Verlag, vol.LNAI4755, pp. 264--269, October, (2007).

Koichiro Yamauchi, Masayoshi Sato . "Incremental Learning of Spatio-temporal Patterns with Model Selection", in ICANN2007 International Conference on Artificial Neural Networks, Springer-Verlag, vol.LNCS4668, pp. 149--158, September, (2007).

Kyousuke Nishida, Koichiro Yamauchi . "Adaptive Classifiers-Ensemble System for Tracking Concept Drift", in Proceedings of the sixth International Conference on Machine Learning and Cybernetics (ICMLC 2007), pp. 3607--3612, August, (2007).

Yuki Togashi, Takashi Omori, Koichiro Yamauchi . "Model of driver eye motion based on driving plan and prediction of changes in the environment", in Proceedings of the 2007 IEEE Symposium on Foundations of Computational Intelligence (FOCI 2007), pp. 289--295, April, (2007).

Koichiro Yamauchi, Jiro Hayami . "Sleep learning", in IEEE World Congress on Computational Intelligence (WCCI2006), pp. 6295--6302, July, (2006).

Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori . "ACE: Adaptive Classifiers-Ensemble System for Concept-Drifting Environments", in Nikunj C. Oza, Robi Polikar, Josef Kittler , editors, Multiple Classifier Systems: 6th International Workshop, MCS 2005, Seaside, CA, USA, Springer-Verlag, vol.3541, pp. 176--185, June, (2005).

Koichiro Yamauchi, Jiro Hayami . "Incremental Leaning and Model Selection for Regression through Sleep", in 12th International Conference on Neural Information Processing, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 326--331, (2005).

Koichiro Yamauchi . "Incremental Learning and Dimension Selection with Sleep", in International Conference on Neural Information Processing ICONIP2004, vol.LNCS3316, pp. 489--494, November, (2004).

Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori . "An On-line Learning Algorithm with Dimension Selection using Minimal Huper Basis Function Networks", in International Conference on Neural Information Processing ICONIP2004, vol.3316, pp. 502--507, November, (2004).

Koichiro Yamauchi, Ryuji Oshima, Takashi Omori . "A Quick Learning Method with Gamble --A Learning System that Hates Learning--", in IJCNN2004 International Conference on Neural Network, pp. 1--6, July, (2004).

Kyosuke Nishida, Koichiro Yamauchi, Takashi Omori . "An on-line learning algorithm with dimension selection using minimal hyper basis function networks", in SICE Annual Conference 2004 in Sapporo, (社)測!9"ƶ御学a, pp. 2610--2615, 7S, (2004).

Koichiro Yamauchi, Ryuji Oshima, Takashi Omori . "A Learning Machine that Hates Learning --- Quick Leaning Method That Gambles", in SICE Annual Conference 2004 in Sapporo, (社)測!9"ƶ御学a, pp. 2326--2331, 7S, (2004).

Kenji Kondo, Koichiro Yamauchi, Takashi Omori . "A sub-goal adaptation method for quick reinforcement learning in varied environments", in International Symposium on Artificial Life and Robotics (AROB), vol.1, pp. 317--320, January, (2004).

Koichiro Yamauchi, Takayuki Oohira, Takashi Omori . "Fast Incremental Learning Methods Inspired by Biological Learning Behevior", in International Symposium on Artificial Life and Robotics (AROB), vol.1, pp. 341--346, January, (2004).

Koichiro Yamauchi . "Incremental Learning with Sleep --Application for Predicting Posterior Distribution--", in International Joint Conference on Neural Networks, IJCNN2003, vol.4, pp. 2776--2781, July, (2003).

Takayuki Oohira, Koichiro Yamauchi, Takashi Omori . "Meta-learning for Fast Incremental Learning", in Okayay Kaynak, Ethem Alpaydin, Erkki Oja, Lei Xu , editors, ICANN/ICONIP 2003 LNCS2714, Springer-Verlag, pp. 157--164, June, (2003).

Koichiro Yamauchi, Nobufusa Kobayashi . "Incremental Learning with Sleep --Learning of noiseless datasets--", in International Conference on Neural Information Processing ICONIP2002, vol.1, pp. 398--403, November, (2002).

Koichiro Yamauchi . "Sequential Learning and Model Selection with Sleep", in Liming Zhang, Fanji Gu , editors, ICONIP 2001 8th International Conference on Neural Information Processing, Fudan University Press, vol.1, pp. 205--210, November, (2001).

Koichiro Yamauchi, Sachio Ito, Naohiro Ishii . "Wake-Sleep Learning Method for Quick Adaptation and Reduction of Redundant Cells", in ICONIP 2000 7th International Conference on Neural Information Processing, vol.1, pp. 559--564, November, (2000).

Nobuhiko Yamaguchi, Koichiro Yamauchi, Naohiro Ishii . "A Method for Merging Hidden Units of RBF Networks", in ICONIP 2000 7th International Conference on Neural Information Processing, vol.2, pp. 1105--1107, November, (2000).

Naohiro Ishii, Mayumi Nakamura, Koichiro Yamauchi . "Sensory Perception, Learning and Integration in Neural Networks", in IEEE Int. Symposium on Intelligence \& Systems Washington , November, (1999).

Koichiro Yamauchi, Satoshi Sugiura, Hiromi Takeuchi, Naohiro Ishii . "Adaptive Sensory Integrating Neural Network based on a Bayesian Estimation Method", in ICONIP'99 The Sixth International Conference on Neural Information Processing, vol.I, pp. 395--400, November, (1999).

Toshie Imai, Koichiro Yamauchi, Naohiro Ishii . "Color coordinate system on Case Based Reasoning system using neural network", in IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference, vol.VI, pp. 224--229, October, (1999).

Hiromi Takeuchi, Koichiro Yamauchi, Naohiro Ishii . "Supervised learning method for integrating information from several sensors --Integration of inconsistent sensory inputs --", in IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference, vol.III, pp. 459--464, October, (1999).

Koichiro Yamauchi, Maki Takeichi, Naohiro Ishii . "Restoration of Images via Self-Organizing Feature Map", in IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference, vol.II, pp. 942--947, October, (1999).

Koichiro Yamauchi, Sachio Itho, Naohiro Ishii . "Combination of fast and slow learning neural networks for quick adaptation and pruning redundant cells", in IEEE SMC'99 1999 IEEE System, Man and Cybernetics Conference, vol.III, pp. 390--395, October, (1999).

Koichiro Yamauchi, Toshie Imai, Naohiro Ishii . "An Incremental Learning Method of GRBF with Re-Generation of Input Patterns --Application for Case Based Reasoning Systems--", in Shiro Usui, Takashi Omori , editors, ICONIP'98 The Fifth International Conference on Neural Information Processing, Ohmsha, vol.2, pp. 761--766, October, (1998).

Sachio Itoh, Shinji Ishiguro, Koichiro Yamauchi, Naohiro Ishii . "Face Image Segmentation by detecting attentive regions of artificial neural network", in Shiro Usui, Takashi Omori , editors, ICONIP'98 The Fifth International Conference on Neural Information Processing, Ohmsha, vol.1, pp. 364--368, October, (1998).

Koichiro Yamauchi, Naohiro Ishii . "Combination of Fast and Slow Learning Methods for Fast Adaptation and Pruning of Redundant Cells", in Shiro Usui, Takashi Omori , editors, ICONIP'98 The Fifth International Conference on Neural Information Processing, Ohmsha, vol.2, pp. 757--760, October, (1998).

Naohiro Ishii, Mayumi Nakamura, Koichiro Yamauchi, Hiroshi Sasaki . "Roles of Visual Nonlinear Processing in Neural Networks", in Proceedings of IASTED International Conference on Artificial Intelligence and Soft Computing, pp. 306--309, May, (1998).

Koichiro YAMAUCHI, Nobuhiko YAMAGUCHI, Naohiro ISHII . "Incremental Learning Method of GRBF with Recalling Interfered Patterns -- Application for Case Based Reasoning Systems --", in Nikola Kasabov, Robert Kozma, Kitty Ko, Robert O'Shea, George Coghill, Tom Gedeon , editors, Progress in Connectionist-Based Information Systems Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, Springer-Verlag, vol.2, pp. 859--864, November, (1997).

Koichiro YAMAUCHI, Satoshi SUGIURA, Naohiro ISHII . "Self-Supervised Learning of Autonomous Robot by Integrating Information from Several Sensors", in Nikola Kasabov, Robert Kozma, Kitty Ko, Robert O'Shea, George Coghill, Tom Gedeon , editors, Progress in Connectionist-Based Information Systems Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, Springer-Verlag, vol.1, pp. 149--152, September, (1997).

Naohiro Ishii, Mayumi Nakamura, Koichiro Yamauchi . "State Transitions with Shortest Pathways in Neural Networks", in Proceedings of the IASTED International Conference ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, pp. 256--259, July, (1997).

Naohiro Ishii, Chiyuki Kondo, Akinori Furukawa, Koichiro Yamauchi . "Acquisition of State Transitions in Neural Networks", in Proceedings of IEEE International Joint Symposia on Intelligence and Systems, International Association of Science and Technology for Development, pp. 54--59, November, (1996).

Koichiro YAMAUCHI, Mikiya OOTA, Naohiro ISHII . "A self-supervised learning system for category detection by sensory integration", in Shun-ichi Amari, Lei Xu, Lai-Wan Chan, Lrwin King, Kwong-Sak Leung , editors, Progress in Neural Information Processing Proceedings of the International Conference on Neural Information Processing, Springer-Verlag, vol.1, pp. 103--108, September, (1996).

Koichiro YAMAUCHI, Nobuhiko YAMAGUCHI, Naohiro ISHII . "An Incremental Learning Method with Relearning of Recalled Interfered Patterns", in Shiro Usui, You'ichi Tohkura, Shigeru Katagiri, Elizabeth Wilson , editors, Neural Networks for Signal Processing VI Proceedings of the 1996 IEEE Workshop, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 243--252, September, (1996).

Naohiro Ishii, Mayumi Nakamura, Koichiro Yamauchi . "Structural and Functional Identification of Neural Network", in Proceedings of IEEE International Joint Symposia on Intelligence and Systems, International Association of Science and Technology for Development, pp. 253--256, August, (1996).

Koichiro Yamauchi, Mikiya Oota, Naohiro Ishii . "A self-supervised learning system for category detection", in ICEC'96 1996 IEEE 3rd International Conference on Evolutionary Computation Nagoya Japan, The Institute of Electrical and Electronics Engineers, Inc. New York, New York, pp. 694--699, May, (1996).

Koichiro YAMAUCHI, Naohiro ISHII . "An incremental learning method with recalling interfered patterns", in Proceedings of IEEE International Conference on Neural Networks ICNN'95, vol.6, pp. 3159--3164, November, (1995).

Kouichirou Yamauchi, Megumu Fukuda, Kunihiko Fukushima . "Speed Invariant Speech Recognition using Variable Velocity Delay-Lines", in Myung-Won Kim, Soo-Young Lee , editors, ICONIP'94-Seoul Proceedings of International Conference on Neural Information Processing, vol.1, pp. 84--89, October, (1994).

K. Yamauchi, M. Fukuda, K. Fukushima . "A Speech Recognition System Consisting of Auditory Feature Extracting Cells and Velocity-Controlled Delay-lines --- Part II. Recognition Module", in International Joint Conference on Neural Networks, IJCNN'93 Nagoya Japan, vol.1, pp. 259--262, October, (1993).

M. Fukuda, K. Yamauchi, K. Fukushima . "A Speech Recognition System Consisting of Auditory Feature Extracting Cells and Velocity-Controlled Delay-lines --- Part I. Feature Extracting Module", in International Joint Conference on Neural Networks, IJCNN'93 Nagoya Japan, vol.1, pp. 255--258, October, (1993).

Kunihiko Fukushima, Masato Okada, Kouichirou Yamauchi, Michihiro Ohono, Kazuhito Hiroshige . "Neocognitron with Non-uniform Receptive Fields", in Stan Gielen, Bert Kappen , editors, ICANN'93 Proceedings of the International Conference on Artificial Neural Networks, Springer-Verlag, pp. 994--997, September, (1993).

K. Yamauchi, K. Fukushima . "Temporal pattern recognition model using velocity-controlled delay-lines", in Proceedings of the 2nd International Conference on Fuzzy Logic and Neural Networks (IIZUKA'92), vol.2, pp. 771--774, July, (1992).

Xiao-yan ZHU, Kouichirou YAMAUCHI, Takashi JIMBO, Masayoshi UMENO . "Feature Detector and Application to Handwritten Character Recognition", in International Joint Conference on Neural Networks, IJCNN'90 (Washington DC), vol.II, pp. 457--460, January, (1990).