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1) Emergence of Learning Rule in Neural Networks Using Genetic Programming Combined with Decision Trees,N. Matsumoto, K. Mackin, E. Tazaki,Journal of Advanced Computational Intelligence, Vol.3, No.4, pp.220-232, 1999
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2) Emergence of Multiagent Communication using Genetic Programming,K. Mackin, E. Tazaki,Proceedings for International Joint Conference for Neural Networks, Vol. 4, pp. 2241-2244, 1999
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3) Emergent Agent Communication in Multiagent Systems using Automatically Defined Function Genetic Programming (ADF-GP),K. Mackin, E. Tazaki,Proceedings for IEEE System, Man and Cybernetics Conference, pp. V 138-142, 1999
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4) Unsupervised training of Multiobjective Agent Communication using Genetic Programming,K. Mackin, E. Tazaki,Knowledge-Based Intelligent Engineering Systems and Allied Technologies, Vol. 2, pp. 738-741, Springer, 2000
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5) Evolving Intelligent Multiagent Systems using Unsupervised Agent Communication and Behavior Training,K. Mackin, E. Tazaki,Proceedings for IEEE System, Man and Cybernetics Conference, Vol.4, pp.2411-2414, 2000
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6) Automatic Generation Method for Spoken Sentences by Genetic Programming and its Application to Emotion Oriented Dialog Systems,Takumi ICHIMURA, Kazuya MERA, Ken MACKIN, Toshiyuki YAMASHITA, Makoto YOSHIE,Proc. of Intl. Conf. on IEEE SMC, pp.175-180(2001)
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7) Multiagent Communication Combining Genetic Programming and Pheromone Communication,K. Mackin, E. Tazaki,Kybernetes, Vol. 31, No.6, pp.827-843, 2002
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8) Darwinian Inheritance Genetic Learning Method of Neural Networks Under Dynamic Environment and its Application to Diagnostic System for Hepatobiliary Disorders,T. Ichimura, S. Oeda, K. Mackin, T. Yamashita, K. Yoshida,Biomedical Soft Computing and Human SciencesĄ¤Vol.7, No.1, 2002
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9) The design of internet-based interactive learning models using agents and their applications,Takumi Ichimura, Manabu Nakamura, Ken Mackin, Katsumi Yoshida, Setsuko Otsuki, and Toshiyuki Yamashita,Virtual environments for Teaching and Learning, R.J.Howlett and L.C.Jain Eds., World Scientific Publishing Company, pp. 283-325, 2002
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10) The extraction of macro model and origin of long-ranged correlations,K. Yamasaki, K. Mackin,Physica A: Statistical Mechanics and its Applications, Vol.324/1-2, pp.417 ? 423, 2002
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11) A Simple Markte Simulation Satisfying Fat-tail, Short-memory, Long-memory and Scaling Law of Number of Transactions,Kazuko Yamasaki, Kenneth J. Mackin,Proceedings of 6th International Conference on Complex Systems, pp.177-184, 2002
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12) Unsupervised Agent Communication using Emotional Parameter Training,K. Mackin, E. Tazaki,Proceedings of Joint 1st International Conference on Soft Computing and Intelligent Systems and 3rd International Symposium on Advanced Intelligent Systems, 2002
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13) Adaptation against the Various Environments,K.Yamasaki K.Kitakaze M.Sekiguchi K.J.Mackin ,Proceedings of International Symposium on Environment, Culture and Information in Asia, pp.120, 2003
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14) Applying Self-Organizing Agents to University Class Scheduling,Eiji Nunohiro, Kenneth J. Mackin,Knowledge-Based Intelligent Information and Engineering Systems, part II, pp.1419-1425, Springer, 2003
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15) Emergence in Agents with Different Internal Time Frames,Kenneth J. Mackin, Kazuko Yamasaki,Knowledge-Based Intelligent Information and Engineering Systems, part II, pp. 1426-1432, Springer, 2003
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16) Optimization of Incinerator Controllers using Artificial Neural Networks,Kenneth J. Mackin, Ryutaro Fukushima, Makoto Fujiyoshi,Proceedings of the 4th International Symposium on Advanced Intelligent Systems, pp.334-337, 2003
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17) Applying Multi-Agent Algorithm to a Class Scheduling System,Eiji Nunohiro, Kenneth Mackin,Proceedings of the 2nd International Conference on Soft Computing and Intelligent Systems, 2004
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18) Waste Incinerator Emission Prediction using Recurrent Neural Networks,Kenneth Mackin, Ryutaro Fukushima, Makoto Fujiyoshi,Proceedings of the 2nd International Conference on Soft Computing and Intelligent Systems, 2004
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19) Prediction of Incinerator Dioxin Emission using Recurrent Neural Networks,Kenneth Mackin, Ryutaro Fukushima, Makoto Fujiyoshi,Proceedings of the 4th International Conference on Advanced Mechatronics, 2004
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20) Adaptive Learning Methods of Reflective Neural Networks and Immune Multi-agent Neural Networks,T. Ichimura, S. Oeda, M. Suka, K. Mackin, K. Yoshida,Knowledge-Based Intelligent Systems for Healthcare, pp.11-49, Advanced Knowledge International, 2004
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21) Applying Multi-Agent Algorithm to a Class Scheduling System,Eiji Nunohiro, Kenneth J. Mackin,Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol.9 No.3, pp. 314-320, May 2005
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22) Knowledge Discovery and Data Mining in Medicine,Takumi Ichimura, Shinichi Oeda, Machi Suka, Akira Hara, Kenneth J. Mackin, and Katsumi Yoshida,Advanced Techniques in Knowledge Discovery and Data Mining(Advanced Information and Knowledge Processing), pp.177-210, Springer, 2005
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23) Self-Adjusting Programming Training Support System using Genetic Algorithm,Eiji Nunohiro, Kenneth J. Mackin, Masanori Ohshiro, Kazuko Yamasaki,Knowledge-Based Intelligent Information and Engineering Systems, part III, Springer, 2005
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24) Self-Restructuring Peer-to-Peer Network for e-Learning,Masanori Ohshiro, Kenneth J. Mackin, Eiji Nunohiro, Kazuko Yamasaki,Knowledge-Based Intelligent Information and Engineering Systems, part IV, Springer, 2005
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25) Waste Incinerator Emission Prediction using Probabilistically Optimal Ensemble of Multi-Agents,Daisuke Yamaguchi, Kenneth J. Mackin, Eiichiro Tazaki,Knowledge-Based Intelligent Information and Engineering Systems, part III, Springer, 2005