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Research Achievement

年度 [2008] [2007] [2006] [2001-2005] [1994-2000]

2012年度
国際雑誌論文 International Journal Papers

Xianneng Li, Shingo Mabu, and Kotaro Hirasawa, "A Novel Graph-Based Estimation of Distribution Algorithm and Its Extension Using Reinforcement Learning," IEEE Trans. on Evolutionary Computation (IEEE TEVC), Vol. 18, No. 1, pp. 98-113, 2014

S. Mabu, A. Tjahjadi and K. Hirasawa, Adaptability Analysis of Genetic Network Programming with Reinforcement Learning in Dynamically Changing Environments, Expert Systems with Applications, 2012 (to appear)

国内雑誌論文 Domestic Journal Papers
国際会議議事録 International Conference Proceedings Papers

L. Wang, W. Xu, S. Mabu and K. Hirasawa. Rule Accumulation Method Based on Credit Genetic Network Programming. In Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 3651-3658, Brisbane, Australia, 2012.

Y. Yang, S. Mabu and K. Hirasawa. A Multitasks Learning Approach to Autonomous Agent based on Genetic Network Programming. In Proceedings of the 2012 IEEE Congress on Evolutionary Computation, pages 1937-1943, Brisbane, Australia, 2012.

X. Li, B. Li, S. Mabu, and K. Hirasawa, "A continuous estimation of distribution algorithm by evolving graph structures using reinforcement learning," In Proc. IEEE Congress on Evolutionary Computation (CEC 2012), pp. 2097-2104, Brisbane, Australia, 2012,6.

B. Li, X. Li, S. Mabu, and K. Hirasawa, "Towards automatic discovery and reuse of subroutines in variable size genetic network programming," In Proc. IEEE Congress on Evolutionary Computation (CEC 2012), pp. 485-492, Brisbane, Australia, 2012,6.

国内学会発表 Domestic Conference Papers

李先能、平澤宏太郎 、間普真吾, 強化学習を用いた確率モデルに基づく遺伝的ネットワークプログラミング, 進化計算シンポジウム, 長野, 2012.


2011年度
国際雑誌論文 International Journal Papers


S. Sendari, S. Mabu, A. Tjahjadi and K. Hirasawa, Fuzzy Genetic Network Programming with Noises for Mobile Robot Navigation, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 7, pp. 767-776, 2011

C. Yue, S. Mabu and K. Hirasawa, Enhancing Bidding Strategy Using Genetic Network Programming in Agent-Based Multiple Round English Auction, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 7, pp. 747-758, 2011

Y. Chen and K. Hirasawa, A Portfolio Selection Using Genetic Relation Algorithm and Genetic Network Programming, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 6, No. 5, pp. 403-413, 2011

D. Zhang, S. Mabu and K. Hirasawa, Image Denoising Using Pulse coupled Neural Network with an Adaptive Pareto Genetic Algorithm, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 6, No. 5, pp. 474-482, 2011

H. Zhou, S. Mabu, K. Shimada and K. Hirasawa, MBFP Generalized Association Rule Mining and Classification in Traffic Volume Prediction, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 6, No. 5, pp. 457-467, 2011

L. Yu, S. Mabu, K. Hirasawa and T. Ueno, Analysis of Energy Consumption of Elevator group Supervisory Control System Based on Genetic Network Programming, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 6, No. 5, pp. 414-423, 2011

E. Gonzales, S. Mabu, K. Taboada, K. Shimada and K. Hirasawa, Evolutionary Selection of Interesting Class Association Rules Using Genetic Relation Algorithm, IEEJ Transactions on Electrical and Electronic Engineering,Vol. 6, No. 5, pp. 431-440, 2011

G. Yang, S. Mabu, K. Shimada and K. Hirasawa, An evolutionary approach to rank class association rules with feedback mechanism, Expert Systems with Applications, Vol. 38, No12. , pp. 15040-15048, 2011

X. Li, S. Mabu, H. Zhou, K. Shimada and K. Hirasawa, Analysis of Various Interestingness Measures in Class Association Rule Mining, SICE Journal of Control, Measurement, and System Integration (SICE JCMSI), Vol. 4, No. 4, 2011/6

N. Lu, S. Mabu and K. Hirasawa, Integrated Rule Mining Based on Fuzzy GNP and Probabilistic Classification for Intrusion Detection, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 5, pp. 495-505, 2011

Y. Xing, S. Mabu, L. Yuzhu and K. Hirasawa, Multi-Order Rules Extraction by Genetic Network Programming with Rule Accumulation and its Application to Stock Trading Problems, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 5, pp. 515-524, 2011

Y. Yang, S. Mabu, J. Li and K. Hirasawa, Genetic Network Programming-Sarsa with Subroutines for Trading Rules on Stock Markets, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 15, No. 5, pp. 488-494, 2011

Y. Yang, S. Mabu, K. Shimada and K. Hirasawa, Fuzzy Intertransaction Class Association Rule Mining using Genetic Network Programming for Stock Market Prediction, IEEJ Transactions on electrical and Electronic Engineering, Vol. 6, No. 4, pp. 353-360, 2011

G. Yang, S. Mabu, K. Shimada and K. Hirasawa, A novel evolutionary method to search interesting association rules by keywords, Expert Systems with Applications, Vol. 38, pp. 13378-13385, 2011

G. Yang, S. Mabu, K. Shimada and K. Hirasawa, EvoCMAR: A New Evolutionary Method to Directly Mine Association Rules for Classification, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 5, pp. 574-585, 2011

S. Yu, Y. Xu, S. Mabu, M. K. Mainali, K. Shimada and K. Hirasawa, Q Value-Based Dynamic Programming with Boltzmann Distribution in Large Scale Road Network, SICE Journal of Control, Measurement, and System Integration (SICE JCMSI), Vol. 4, No. 2, pp. 129-136, 2011/3

S. Mabu and K. Hirasawa, Efficient program generation by evolving graph structures with multi-start nodes, Applied Soft Computing, Vol. 11, No. 4, pp. 3618-3624, 2011/6
国内雑誌論文 Domestic Journal Papers
M. K. Mainali, S. Mabu and K. Hirasawa, Estimation of Missing Traffic Volume by Genetic Algorithm Based on Traffic Flow Balance, 計測自動制御学会産業論文誌, Vol. 10, No. 13, pp. 113-122, 2011

F. Ye, S. Mabu and K. Hirasawa, Adaptive Mutation in SARSA Learning of Genetic Network Programming with Individual Reconstruction, 進化計算学会論文誌, Vol. 2, No. 1, pp. 12-28, 2011

X. Li, S. Mabu, B. Li and K. Hirasawa, Probabilistic Model Building Genetic Network Programming using Reinforcement Learning, 進化計算学会論文誌, Vol. 2, No.1, pp. 29-40, 2011

Y. Yang, Y. Gu, S. Mabu and K. Hirasawa, Genetic Network Programming-Sarsa with Multiple Subroutines for Trading Rules on Stock Markets, 電気学会論文誌C, to appear
国際会議議事録 International Conference Proceedings Papers
C. Yue, S. Mabu and K. Hirasawa, A Bidding Strategy for Continuous Double Auctions based on Genetic Network Programming with Generalized Judgments, IEEE International Conference on Systems, Man, and Cybernetics, pp. 144-151, 2011

D. Zhang, S. Mabu, F. Wen and K. Hirasawa, A Supervised Learning Framework for PCA-based Face Recognition using GNP Fuzzy Data Mining, IEEE International Conference on Systems, Man, and Cybernetics, pp. 516-520, 2011

S. Yu, S. Mabu, M. K. Mainali, K. Shimada and K. Hirasawa, Dynamic Traffic Management Model for Real World Road Networks, IEEE International Conference on Systems, Man, and Cybernetics, pp. 2197-2202, 2011

H. Zhou, S. Mabu, K. Shimada and K. Hirasawa, Traffic Prediction using Time Related Association Rules and Vehicle Routing, IEEE International Conference on Systems, Man, and Cybernetics, pp. 2203-2208, 2011

Fuzzy Genetic Network Programming with Reinforcement Learning for Mobile Robot Navigation, IEEE International Conference on Systems, Man, and Cybernetics, pp. 2243-2248, 2011

Hierarchical Efficient Route Planning in Road Networks, IEEE International Conference on Systems, Man, and Cybernetics, pp. 2279-2284, 2011

L. Wang, S. Mabu and K. Hirasawa, A Pruning Method for Accumulated Rules by Genetic Network Programming, SICE Annual Conference 2011, pp. 1744-1749, 2011/9

Y. Gu, S. Mabu, Y. Yang, J. Li and K. Hirasawa, Trading Rules on Stock Markets Using Genetic Network Programming-Sarsa Learning with Plural Subroutines, SICE Annual Conference 2011, pp. 143-148, 2011/9

V. Parque, S. Mabu and K. Hirasawa, Guided Genetic Relation Algorithm on the Adaptive Asset Allocation, SICE Annual Conference 2011, pp. 173-178, 2011/9

Y. Yang, S. Mabu, Y. Gu and K. Hirasawa, Multi-Subroutines in Genetic Network Programming-Sarsa for Trading Rules on Stock Markets, SICE Annual Conference 2011, pp. 167-172, 2011/9

B. Li, X. Li, S. Mabu and K. Hirasawa, Analysis of Crossover Rate in Variable Size Genetic Network Programming with Binomial Distribution, SICE Annual Conference 2011, pp. 155-160, 2011/9

L. Yu, S. Yu, S. Mabu and K. Hirasawa, Routing Algorithm by using Extend Q Value-based Dynamic Programming with Boltzmann Distribution, SICE Annual Conference 2011, pp. 486-490, 2011/9

F. Wen, S. Mabu, M. K. Mainali and K. Hirasawa, Q Value-based Dynamic Programming using Division Concept for Road Networks, SICE Annual Conference 2011, pp. 482-485, 2011/9

Y. Xing, S. Mabu and K. Hirasawa, Pruning Generalized Rules for Stock Markets Based on genetic Algorithm, SICE Annual Conference 2011, pp. 946-951, 2011/9

P. Sun, S. Yu, F. Wen, S. Mabu and K. Hirasawa, Temperature Parameter Control using RasID Algorithm in Q Value-Based Dynamic Programming with Boltzmann Distribution, SICE Annual Conference 2011, pp. 998-1002, 2011/9

A Robust Intelligent Face Recognition Framework using GNP-based Multi-agent System, SICE Annual Conference 2011, pp. 1152-1156, 2011/9

L. Wang, S. Mabu and K. Hirasawa, A Pruning Method for Accumulated Rules by Genetic Programming, SICE Annual Conference 2011, pp. 1744-1749, 2011/9

X. Xian, S. Mabu, Y. Yang and K. Hirasawa, Parallel Genetic Network Programming for self-Sufficient Trash Collecting Problem, SICE Annual Conference 2011, pp. 2228-2232, 2011/9

T. Wang, S. Mabu, N. Lu and K. Hirasawa, A Novel Intrusion Detection System Based on the 2-Dimensional Space Distribution of Average Matching Degree, SICE Annual Conference 2011, pp. 2829-2834, 2011/9

N. Lu, S. Mabu, T. Wang and K. Hirasawa, Efficient Hybrid Rule Pruning for Intrusion Detection using Multi-Dimensional Probability Distribution, SICE Annual Conference 2011, pp. 2822-2828, 2011/9

M. K. Mainali, S. Mabu and K. Hirasawa, Pruning High-level Network Genetic Algorithm for Efficient Hierarchical Route Planning in Road Networks, SICE Annual Conference 2011, pp. 2903-2909, 2011/9

V. Parque, S. Mabu and K. Hirasawa, Genetic Network Programming with Changing Structures for a Novel Stock Selection Model, ACM Genetic and Evolutionary Computation Conference 2011 (GECCO2011), 2011/7/14

K. Shimada and K. Hirasawa, Evolving Associative Classifier for Incomplete Database Using Genetic Network Programming, ACM Genetic and Evolutionary Computation Conference 2011 (GECCO2011), 2011/7/14

F. Ye, S. Mabu and K. Hirasawa, A Memory Scheme for Genetic Network Programming with Adaptive Mutation, ACM Genetic and Evolutionary Computation Conference 2011 (GECCO2011), 2011/7/14

X. Li, S. Mabu and K. Hirasawa, Use of Infeasible Individuals in Probabbilistic Model Building Genetic Network Programming, ACM Genetic and Evolutionary Computation Conference 2011 (GECCO2011), 2011/7/14

S. Mabu and K. Hirasawa, Enhanced Rule Extraction and Classification Mechanism of Genetic Network Programming for Stock Trading Signal Generation, ACM Genetic and Evolutionary Computation Conference 2011 (GECCO2011), 2011/7/14

X. Li, B. Li, S. Mabu and K. Hirasawa, A Novel Estimation of Distribution Algorithm Using Graph-based Chromosime Representation and Reinforcement Learning, 2011 IEEE Congress on Evolutionary Computation (CEC2011), 2011/6/6

D. Zhang, S. Mabu, F. Wen and K. Hirasawa, A Sequential Subspace Face Recognition Framework using Genetic-based Clustering, 2011 IEEE Congress on Evolutionary Computation (CEC2011), 2011/6/6

Y. Xing, S. Mabu and K. Hirasawa, Pruning Generalized Rules for Stock Markets Accumulated by Genetic Network Programming with Rule Accumulation, 2011 IEEE Congress on Evolutionary Computation (CEC2011), 2011/6/8

B. Li, X. Li, S. Mabu and K. Hirasawa, Variable Size Genetic Network Programming with Binomial Distribution, 2011 IEEE Congress on Evolutionary Computation (CEC2011), 2011/6/6

L. Wang, S. Mabu and K. Hirasawa, Genetic Network Programming With Updating Rule Accumulation, 2011 IEEE Congress on Evolutionary Computation (CEC2011), 2011/6/8
国内学会発表 Domestic Conference Papers

2010年度
国際雑誌論文 International Journal Papers
F. Wen, S. Mabu and K. Hirasawa, A Genetic Algorithm Based Clustering Method for Oprimal Route Calculation on Multilevel Networks, SICE Journal of Control, Measurement, and System Integration, Vol. 4, No. 1, pp. 83-88, 2011/1

F. Wen, S. Mabu and K. Hirasawa, An efficient Processing Method for Suboptimal Route Computation, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 6, No. S1, pp. S50-S56, 2011

L. Yu, S. Mabu and K. Hirasawa, Multicar Elevator Group Supervisory Control System using Genetic Network Programming, IEEJ Transactions on Electrical and Electronic Engineering, Vol. 6, No. S1, pp. S65-S73, 2011

S. Mabu, C. Chen, N. Lu, K. Shimada and K. Hirasawa, An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming, IEEE Trans. on Systems, Man, and Cybernetics, Part C, Vol. 41, No. 1, pp. 130-139, 2011/1

S. Mabu, D. Yu, C. Yue and K. Hirasawa, No Time Limit and Time Limit Model of Multiple Round Dutch Auction Based on Genetic Network Programming, Journal of Advanced computational Intelligence and Intelligent Informatics, Vl. 15, No. 1, pp. 3-12, 2011/1

M. K. Mainali, S. Mabu, S. Yu, S. Eto and K. Hirasawa, Dynamic Optimal Route Search Algorithm for Car Navigation Systems with Preferences by Dynamic Programming, IEEJ Trans. on Electrical and Electronic Engineering, Vol. 6, No. 1, pp. 14-22, 2011/1

E. Gonzales, S. Mabu, K. Taboada, K. Shimada, K. Hirasawa, Efficient Pruning of Class Asoociation Rules Using Statics and Genetic Relation Algorithm, SICE JCMSI, Vol. 3, No. 5, pp. 336-345, 2010/9

Ci Chen, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, Network Intrusion Detection Using Class Association Rule Mining Based on Genetic Network Programming, IEEJ Trans. on Electrical and Electronic Engineering, pp. 553-559, Vol. 5, No. 5, 2010/9

Guangfei Yang, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, EvoCMAR: A New Evolutionary Method to Directly Mine Association Rules for Classification, IEEJ Trans. on Electrical and Electronic Engineering, Vol. 5, No. 5, pp. 574--585, 2010/9

S. Mabu, L. Yu, J. Zhou, S. Eto, K. Hirasawa, A Double-Deck Elevator Systems Controller with Idle Cage Assignment Algorithm Using Genetic Network Programming, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 14, No. 5, pp. 487-496, 2010/7.

X. Li, S. Mabu, H. Zhou, K. Shimada, K Hirasawa, Genetic Network Programming with Estimation of Distribution Algorithms for Class Association Rule Mining in Traffic Prediction, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 14, No. 5, pp. 497-509, 2010/7.

Q. Meng, S. Mabu, L. Yu, K. Hirasawa, A Novel Taxi Dispatch System Integrating a Multiple-Customer Strategy and Genetic network Programming, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 14, No. 5, pp. 442-452, 2010/7.

V. Parque, S. Mabu, K Hirasawa, Evolving Asset Portfolios by Genetic Relation Algorithm, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 14, No. 5, pp. 464-474, 2010/7.

C. Yue, S. Mabu, Y Wang, K Hirasawa, Multiple-Round English Auction Agent Based on Genetic Network Programming, IEEJ Transactions on Electrical and Electronic Engineering, Vol.l. 5, No. 4, pp. 450-458, 2010.

F. Ye, S. Mabu, L. Wang, S. Eto and K. Hirasawa, Genetic Network Programming with Reconstructed Individuals, SICE Journal of Control, Measurement, and System Integration (SICE JCMSI), Vol. 3, No.2, pp. 121-129, 2010/3.

K. Taboada, S. Mabu, E. Gonzales, K. Shimada and K. Hirasawa, Mining Fuzzy Association Rules: A General Model Based on Genetic Network Programming and its Applications, IEEJ Transactions on Electrical and electronic Engineering, Vol. 5, No. 3, 343-354, 2010/5.
国内雑誌論文 Domestic Journal Papers
X. Li, S. Mabu and K. Hirasawsa, Towards the Maintenance of Population Diversity: A Highbrid Probabilistic Model Building Genetic Network Programming, 進化計算学会学術論文誌, Vol. 1, No. 1, pp. 89-101

B. Li, S. Mabu and K. Hirasawa, Genetic Network Programming with Automatic Program Generation for Agent Control進化計算学会学術論文誌, Vol. 1, No. 1, pp. 43-53

嶋田香, 平澤宏太郎, 不完全データベースからの差異ルールと例外ルールの抽出, 電気学会論文誌C, Vol. 130, No. 10, pp. 1873-1881, 2010/10
国際会議議事録 International Conference Proceedings Papers
T. Wang, M. Lu, S. Mabu, K. Hirasawa, Classification Based on the Distribution of Average Matching Degree and Its Application to Network Intrusion Detection, SCIS&ISIS 2010, pp. 607-611, 2010/12

Y. Xing, S. Mabu, L. Yuzhu, K. Hirasawa, Multi-order Rule Extraction by Genetic Network Programming and Its Application to Stock Trading Problems, SCIS&ISIS 2010, pp. 602-606, 2010/12

A. Tjahjadi, S. Sendari, S. Mabu, K. Hirasawa, Robustness Analysis of Genetic Network Programming with Reinforcement Learning, SCIS&ISIS 2010, pp. 594-601, 2010/12

R. Nohmura, H. Zhou, S. Mabu, K. Hirasawa, Fuzzy Class Association Rule Mining for Traffic Prediction using Genetic Network Programming with Multi-Branch and Full-Path, SCIS&ISIS 2010, pp. 588-593, 2010/12

V. Parque, S. Mabu, K. Hirasawa, Variable Size Genetic Relation Algorithm for Portfolio Diversification, SCIS&ISIS 2010, pp. 582-587, 2010/12

F. Ye, S. Mabu, L. Wang and K. Hirasawa, Genetic Network Programming with Route Nodes, TENCON2010, Fukuoka, pp. 1404-1409, 2010/11

X. Li, S. Mabu, M. K. Mainali and K. Hirasawa, Probabilistic Model Building Genetic Network Programming Using Multiple Probabilistic Vectors, TENCON2010, Fukuoka, pp. 1398-1403, 2010/11

V. Parque, S. Mabu and K. Hirasawa, Robust Genetic Network Programming, TENCON2010, Fukuoka, pp. 1021-1026, 2010/11

S. Mabu, A. Tjahjadi, S. Sendari and K. Hirasawa, Evaluation on the Robustness of Genetic Network Programming with Reinforcement Learning, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1659-1664, Istanbul, Turkey, 2010/10/10-13

L. Yu, S. Mabu and K. Hirasawa, Multi-Car Elevator System using Genetic Network Programming for High-rise Building, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1216-1222, Istanbul, Turkey, 2010/10/10-13

S. Yu, S. Mabu, M. K. Mainali, K. Shimada and K. Hirasawa, Various Temperature Parameter Control Methods in Q value-based Dynamic Programming with Boltzmann distribution, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2677-2683, Istanbul, Turkey, 2010/10/10-13

B. Li, S. Mabu and K. Hirasawa, Tile-world ? A case study of Genetic Network Programming with Automatic Program Generation, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2708-2715, Istanbul, Turkey, 2010/10/10-13

H. Zhou, S. Mabu, K. Shimada and K. Hirasawa, Time related Association Rule Mining with Accuracy Validation in Traffic volume Prediction with Large Sccale Simulator, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 2249-2255, Istanbul, Turkey, 2010/10/10-13

M. K. Mainali, S. Mabu and K. Hirasawa, Evolutionary Approach for the Traffic Volume Estimation of Road Sections, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 100-105, Istanbul, Turkey, 2010/10/10-13

Q. Meng, S. Mabu and K. Hirasawa, Genetic Network Programming with Sarsa Learning Based Nonuniform Mutation, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1273-1278, Istanbul, Turkey, 2010/10/10-13

L. Yu, S. Mabu, J. Zhou, S. Eto and K. Hirasawa, Double-Deck Elevator Systems with Idle Cage Assignment using Genetic Network Programming, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1987-1994, Istanbul, Turkey, 2010/10/10-13

Y. Yang, J. Li, S. Mabu and K. Hirasawa, GNP-Sarsa with Subroutines for Trading Rules on Stock Markets, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 1161-1165, Istanbul, Turkey, 2010/10/10-13

M. K. Mainali, S. Mabu, X. Li and K. Hirasawa, Optimal Route Plannning with restrictions for Car Navigation Systems, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 393-397, Istanbul, Turkey, 2010/10/10-13

D. Zhang, S. Mabu and K. Hirasawa, Noise reduction using Genetic Algorithm Based PCNN Method, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp./ 2627-2633, Istanbul, Turkey, 2010/10/10-13

F. Ye, S. Mabu, L. Wang and K. Hirasawa, Genetic Network Programming with New Genetic Operators, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 3346-3353, Istanbul, Turkey, 2010/10/10-13

V. Parque, S. Mabu and K. Hirasawa, Asset selection in global financial markets using Genetic Network Programming, 2010 IEEE International Conference on Systems, Man, and Cybernetics, pp. 677-683, Istanbul, Turkey, 2010/10/10-13

Y. Chen and K. Hirasawa, Generating Trading Rules on the Stock Markets with Robust Genetic Network Progrtamming Using Variance of Fitness Values, SICE Annual Conference 2010, pp.3095-3102, Taipei, Taiwan, 2010/8/18-21

B. Li, S. Mabu and K. Hirasawa, Automatic Program Generation with Genetic Network Programming using Subroutines, SICE Annual Conference 2010, pp.3089-3094, Taipei, Taiwan, 2010/8/18-21

J. Li, Q. Meng, Y. Yang, S. Mabu, Y. Wang and K. Hirasawa, Trading Rules on Stock Markets Using Genetic Network Programming with Subroutines

V. Parque, S. Mabu, K. Hirasawa, Enhancing Global Portfolio Optimization using Genetic Network Programming, SICE Annual Conference 2010, pp.3078-3083, Taipei, Taiwan, 2010/8/18-21

D. Zhang, S. Mabu, K. Taboada, F. Weng, K. Hirasawa, Time Related Association Rules Mining with Attribute Accumulation Mechanism Applied to Large Scale Traffic System, SICE Annual Conference 2010, pp.2637-2641, Taipei, Taiwan, 2010/8/18-21

L. Wang, S. Mabu, F. Ye, K. Hirasawa, Generalized Rule Accumulation Based On Genetic Network Programming Considering Different Population Size and Rule Length, SICE Annual Conference 2010, pp.2631-2636, Taipei, Taiwan, 2010/8/18-21

Y. Zhang, X. Li, Y. Yang, S. Mabu, Y. Jin, K Hirasawa, Functionally Distributed Syatems Using Parallel Genetic Network Programming, SICE Annual Conference 2010, pp.2626-2630, Taipei, Taiwan, 2010/8/18-21

C. Yue, S. Mabu, D. Yui, Y. Wang, K. Hirasawa, A Bidding Strategy based on Genetic Network Programming in Continuous Double Auctions, SICE Annual Conference 2010, pp.2620-2625, Taipei, Taiwan, 2010/8/18-21

N. Lu, S. Mabu, W. Li, K. Hirasawa, Hybrid Rule Mining based on Fuzzy GNP and Probabilistic Classification for Intrusion Detection, SICE Annual Conference 2010, pp.2614-2619, Taipei, Taiwan, 2010/8/18-21

Q. Meng, S. Mabu, K. Hirasawa, Genetic Network Programming with Exception Control, SICE Annual Conference 2010, pp.2608-2613, Taipei, Taiwan, 2010/8/18-21

X. Li, S. Mabu, H. Zhou, K. Shimada, K. Hirasawa, Analysis of Various Interesting Measures in Classification Rule Mining for Traffic Prediction, SICE Annual Conference 2010, pp.1969-1974, Taipei, Taiwan, 2010/8/18-21

Y. Xu, D. Zhang, S. Mabu, S. Yu, K. Hirasawa, Y. Fang, Studies on Q Value-based Dynamic Programming with Boltzmann Distribution, SICE Annual Conference 2010, pp.2628-2632, Taipei, Taiwan, 2010/8/18-21

E. Gonzales, S. Mabu, K. Taboada, K. Hirasawa, Web Mining using Genetic Relation Agorithm, SICE Annual Conference 2010, pp.2622-2627, Taipei, Taiwan, 2010/8/18-21

S. Mabu, Y. Lian, Y. Chen, K. Hirasawa, Generating Stock Trading Signals Baes on Matching Degree with Extracted Rules by Genetic Network Programming, SICE Annual Conference 2010, pp. 1164-1169, Taipei, Taiwan, 2010/8/18-21

S. Yu, S. Mabu, M. K. Mainali, K. Hirasawa, Parameters Tuning using RasID Algorithm in Q value-based Dynamic programming with Boltzmann Distribution, SICE Annual Conference 2010, pp. 162-167, Taipei, Taiwan, 2010/8/18-21

Chuan Yue, Shingo Mabu, Donggeng Yu, Yu Wang and Kotaro Hirasawa, A Bidding Strategy of Multiple Round Auctions based on Genetic Network Programming, IEEE World Congress on Computational Intelligence, pp. 33-40, 2010/7/18-23.

Yan Chen, Shingo Mabu and Kotaro Hirasawa, A Portfolio Selection Strategy Using Genetic Relation Algorithm, IEEE World Congress on Computational Intelligence, pp. 616-622, 2010/7/18-23.

Shingo Mabu, Wenjing Li, Nannan Lu, Yu Wang and Kotaro Hirasawa, Classification Based on A Multi-Dimensional Probability Distribution and Its Application to Network Intrusion Detection, IEEE World Congress on Computational Intelligence, pp. 1437-1443, 2010/7/18-23.

Huiyu Zhou, Shingo Mabu, Xianneng Li, Kaoru Shimada and Kotaro Hirasawa, Generalized Rule Extraction and Traffic Prediction in the Optimal Route Search, IEEE World Congress on Computational Intelligence, pp. 2625-2632, 2010/7/18-23.

Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada and Kotaro Hirasawa, Genetic Network Programming with Estimation of Distribution Algorithms for Class Association rule Mining in Traffic Prediction, IEEE World Congress on Computational Intelligence, pp. 2673-2680, 2010/7/18-23.

Lutao Wang, Mabu Shingo, Qingbiao Meng and Hirasawa Kotaro, Genetic Network Programming with Generalized Rule Accumulation, IEEE World Congress on Computational Intelligence, pp. 2681-2687, 2010/7/18-23.

Qingbiao Meng, Shingo Mabu, Yu Wang and Kotaro Hirasawa, Guiding the Evolution of Genetic Network Programming with Reinforcement Learning, IEEE World Congress on Computational Intelligence, pp. 2778-2785, 2010/7/18-23.

Yu Wang, Shingo Mabu, Qingbiao Meng, Manoj Kanta Mainali and Kotaro Hirasawa, Multiple ODs Routing Algorithm for Traffic Systems using GA, IEEE World Congress on Computational Intelligence, pp. 3425-3432, 2010/7/18-23.

Kaoru Shimada and Kotaro Hirasawa, A Method of Association Rule Analysis for Incomplete Database Using Genetic Network Programming, ACM Genetic and Evolutionary Computation Conference 2010 (GECCO2010), pp. 1115-1122, 2010/07/07-11.

Eloy Gonzales, Shingo Mabu, Karla Taboada, Kotaro Hirasawa and Kaoru Shimada, Pruning Association Rules using Statistics and Genetic Relation Algorithm, ACM Genetic and Evolutionary Computation Conference 2010 (GECCO2010), pp. 419-420, 2010/07/07-11.

Lu Yu, Shingo Mabu, Jin Zhou, Shinji Eto and Kotaro Hirasawa, A Double-Deck Elevator Systems Controller with Idle Cage Assignment Algorithm Using Genetic Network Programming  , ACM Genetic and Evolutionary Computation Conference 2010 (GECCO2010), pp. 1313-1314, 2010/07/07-11.

国内学会発表 Domestic Conference Papers
Xiaoli Wang, Shingo Mabu, Kaoru Shimada, Huiyu Zhou and Kotaro Hirasawa, Time Related Association Rules Mining with Attributes Accumulation Mechanism Applied to Large-scale Traffic System, 第54回システム制御情報学会研究発表講演会 SCI'10, 2010/5/19-21

Yuzhu Lian, Shingo Mabu and Kotaro Hirasawa, Improvement of Matching Rules On Stock Markets Using Genetic Network Programming With Rule Accumulation, 第54回システム制御情報学会研究発表講演会 SCI'10, 2010/5/19-21

Wenjing Li, Shingo Mabu, Nannan Lu and Kotaro Hirasawa, Network Intrusion Detection Design with Probabilistic Classification Based on Genetic Network Programming, 第54回システム制御情報学会研究発表講演会 SCI'10, 2010/5/19-21

Jing Chen, Shanqing Yu, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, Temperature Control of Q Value-based Dynamic Programming with Boltzmann Distribution, 第54回システム制御情報学会研究発表講演会 SCI'10, 2010/5/19-21


2009年度
国際雑誌論文 International Journal Papers
T. Hossain, S. Mabu、K . Hirasawa, An Evolutionary Negotiation Model using Genetic Network Programming, Journal of Advanced Computaional Intelligence and Intelligent Informatics, Vol. 14, No. 2, pp. 215-223, 2010/2

Yuchen Yang, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, Intertransaction Class Association Rule Mining Based on Genetic Network Programming and Its Application to Stock Market Prediction, SICE Journal of Control, Measurement, and System Integration (SICE JCMSI), Vol. 3, No. 1, pp. 50-58, 2010/1
Yan Chen, Shingo Mabu and Kotaro Hirasawa, A model of portfolio optimization using time adapting genetic network programming. Computers and Operations Research, 2009 (available online)

Huiyu Zhou, S. Mabu, W. Wei, K. Shimada and K. Hirasawa, Traffic Flow Prediction with Genetic Network Programming (GNP). Journal of Advanced Computational Intelligence and Intelligent Informatics Vol. 13, No. 6, 713-725, 2009/11

Y. Wang, S. Mabu, S. Eto and K. Hirasawa, Global Optimal Routing Algorithm for Traffic Systems with Multiple ODs. Journal of Advanced Computational Intelligence and Intelligent Informatics Vol. 13, No. 6, 704-712, 2009/11L. Wang,

S. Mabu, F. Ye, S. Eto, X. Fan, K. Hirasawa, Genetic Network Programming with Rule Accumulation and Its Application to Tile-WorldProblem, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 13, No. 5, pp. 551-572, 2009/9

E. Gonzales, K. Taboada, S. Mabu, K. Shimada and K. Hirasawa, Combination of Two Evolutionary Methods for Mining Association Rules in Large and Dense databases, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 13, No. 5, pp. 561-572, 2009/9

S. Yu, S. Mabu, F.Ye, H. Wang, K. Shimada, K. Hirasawa, Q Value-Based Dynamic Programming with Boltzmann Distribution for Global Optimal Traffic Routing Strategy, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 13, No. 5, pp. 581-591, 2009/9

Y. Chen, E. Ohkawa, S. Mabu, K. Shimada, K. Hirasawa, A Portfolio Optimization Model using Genetic Network Programming with Control Nodes, Expert Systems with Applications, Vol. 36, pp. 10735-10745, 2009/5

S. Mabu, Y. Chen, D. Sohn, K. Shimada, K. Hirasawa, Stock Price Prediction using Neural Networks with RasID-GA, IEEJ Transaction on Electrical and Electronic Engineering, Vol. 4, No. 3, pp. 392-403, 2009/5
国内雑誌論文 Domestic Journal Papers
重要度指標と調整ノードによる機能局在型Genetic Network Programming, 間普真吾、江藤慎治、嶋田香、平澤宏太郎, Journal of Signal Processing, Vol.14, No. 1, pp. 49-59, 2010/1

Time Related Class Association Rule Mining and Its Application to Traffic Prediction, H. Zhou, S. Mabu, W. Wei, K. Shimada, K. Hirasawa, Vol. 130, No. 2, pp. 289-301, 2010/2

交替型遺伝的ネットワークプログラミングによる2つの属性グループの相関ルールの抽出, 嶋田香、王路寿、周輝宇、平澤宏太郎, Journal of Signal Processing (信号処理), Vol. 13, No. 3, pp. 267-278, 2009/5
国際会議議事録 International Conference Proceedings Papers
Shanqing Yu, Shingo Mabu, Manoj Kanta Mainali, Shinji Eto, Kaoru Shimada and Kotaro Hirasawa, Multi-Routes Algorithm using Temperature Control of Boltzmann Distribution in Q value-based Dynamic Programming, IEEE International Conference on Systems, Man, and Cybernetics, pp. 3989-3994, 2009/10/11-14.

Shingo Mabu and Kotaro Hirasawa, Evolving Plural Programs Using Genetic Network Programming with Multi-Start Nodes. IEEE International Conference on Systems, Man, and Cybernetics, pp. 1419-1424, 2009/10/11-14.

  • Ci Chen, Shingo Mabu, Chuan Yue, Kaoru Shimada and Kotaro Hirasawa, Network Intrusion Detection using Fuzzy Class Association Rule Mining Based on Genetic Network Programming, IEEE International Conference on Systems, Man, and Cybernetics, pp. 66-73, 2009/10/11-14.

  • Karla Taboada, Shingo Mabu, Eloy Gonzales, Kaoru Shimada and Kotaro Hirasawa, Fuzzy Classification Rule Mining Based on Genetic Network Programming Algorithm, IEEE International Conference on Systems, Man, and Cybernetics, pp. 3960-3965, 2009/10/11-14.

  • Huiyu Zhou, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, Backward Time Related Association Rule mining with Database Rearrangement in Traffic Volume Prediction, IEEE International Conference on Systems, Man, and Cybernetics, pp. 1047-1052, 2009/10/11-14.

  • Yan Chen, Shingo Mabu and Kotaro Hirasawa, A Portfolio Selection Model using Genetic Relation Algorithm and Genetic Network Programming, IEEE International Conference on Systems, Man, and Cybernetics, pp. 4488-4493, 2009/10/11-14.

  • Lu Yu, Shingo Mabu, Tiantian Zhang, Kotaro Hirasawa and Tsuyoshi Ueno, A Study on Energy Consumption of Elevator Group Supervisory Control Systems using Genetic Network Programming, IEEE International Conference on Systems, Man, and Cybernetics, pp. 589-594, 2009/10/11-14.

  • Huiyu Zhou, Shingo Mabu, Manoj Kanta Mainali, Xianneng Li, Kaoru Shimada, and Kotaro Hirasawa, Generalized Association Rules Mining with Multi-Branches・ Full-Paths and Its Application to Traffic Volume Prediction, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 147-152, 2009/8/18-21

  • Kaoru Shimada and Kotaro Hirasawa, Traveling Time Prediction using Isolation Rules, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 153-1528, 2009/8/18-21

  • Sung Gil Park, Shingo Mabu and Kotaro Hirasawa, Robust Genetic Network Programming Using SARSA Learning for Autonomous Robots, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 523-527, 2009/8/18-21

  • Tiantian Zhang, Shingo Mabu, Lu Yu, Jin Zhou, Xianchao Zhang and Kotaro Hirasawa, Energy Saving Elevator Group Supervisory Control System with Idle Cage Assignment using Genetic Network Programming, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 994-999, 2009/8/18-21

  • Lutao Wang, Shingo Mabu, Fengming Ye, Kotaro Hirasawa, Rule Accumulation Method with Modified Fitness Function based on Genetic Network Programming, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 1000-1005, 2009/8/18-21

  • Shanqing Yu, Shingo Mabu, Manoj Kanta Mainali, Shinji Eto, Kaoru Shimada, Kotaro Hirasawa, Temperature Parameter Control of Q value-based Dynamic Programming with Boltzmann Distribution, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 1471-1476, 2009/8/18-21

  • Yuchen Yang, Shingo Mabu, Etsushi Ohkawa, Kaoru Shimada and Kotaro Hirasawa, Stock Movement Prediction using Fuzzy Intertransaction Class Association Rule Mining based on Genetic Network Programming, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 2561-2566, 2009/8/18-21

  • Victor Parque, Shingo Mabu, Kotaro Hirasawa, Global Portfolio Diversification by Genetic Relation Algorithm, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 2567-2572, 2009/8/18-21

  • Yan Chen, Chuan Yue, Shingo Mabu and Kotaro Hirasawa, A Genetic Relation Algorithm with Guided Mutation for the Large-Scale Portfolio Optimization, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 2579-2584, 2009/8/18-21

  • Guangfei Yang, Shingo Mabu, Kaoru Shimada, and Kotaro Hirasawa, A New Associative Classification Method by Integrating CMAR and An Evolutionary Three-layers Structure, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, 2920-2925, 2009/8/18-21

  • Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada and Kotaro Hirasawa, Genetic Network Programming with Estimation of Distribution Algorithms, and its Application to Association Rule Mining for Traffic Prediction, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp.3457-3462, 2009/8/18-21

  • Yunlu Gong, Shingo Mabu, Ci Chen, Yifei Wang and Kotaro Hirasawa, Intrusion Detection System Combining Misuse Detection and Anomaly Detection Using Genetic Network Programming, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp.3463-3467, 2009/8/18-21

  • Yang Wang, Shingo Mabu, Huiyu Zhou, Xianneng Li, Kaoru Shimada, Bofeng Zhang and Kotaro Hirasawa, Time Related Association Rules Mining for Traffic Prediction based on Genetic Network Programming combined with Estimation of Distribution Algorithms, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 3468-3473, 2009/8/18-21

  • Fengming Ye, Shingo Mabu, Lutao Wang, Kotaro Hirasawa, Genetic Network Programming with General Individual Reconstruction, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 3474-3479, 2009/8/18-21

  • Ci Chen, Shingo Mabu, Chuan Yue, Kaoru Shimada and Kotaro Hirasawa, Analysis of Fuzzy Class Association Rule Mining Based on Genetic Network Programming, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 3480-3484, 2009/8/18-21

  • Yu Wang, Shingo Mabu, Chuan Yue, Manoj Kanta Mainali and Kotaro Hirasawa, Global Optimal Routing for Traffic Systems with Multiple ODs using Genetic Algorithm, ICROS-SICE International Joint Conference 2009, Fukuoka International Congress Center, Japan, pp. 3731-3737, 2009/8/18-21

  • Fengming Ye, Shingo Mabu, Lutao Wang and Kotaro Hirasawa, Genetic Network Programming with General Individual Reconstruction. ICROS-SICE International Joint Conference 2009, pp. 3474-3479, 2009/8/18-21

  • Ci Chen, Shingo Mabu, Chuan Yue, Kaoru Shimada and Kotaro Hirasawa, Analysis of Fuzzy Class Association Rule Mining Based on Genetic Network Programming. ICROS-SICE International Joint Conference 2009, pp. 3480-3484, 2009/8/18-21

  • Yu Wang, Shingo Mabu, Chuan Yue, Manoj Kanta Mainali and Kotaro Hirasawa, Global Optimal Routing for Traffic Systems with Multiple ODs using Genetic Algorithm. ICROS-SICE International Joint Conference 2009, pp. 3731-3737, 2009/8/18-21

  • Manoj Kanta Mainali, Shingo Mabu, Yu Wang, Shanqing Yu and Kotaro Hirasawa, Q value-based Dynamic Programming with Evolving Penalties for Road Networks. ICROS-SICE International Joint Conference 2009, pp. 3738-3743, 2009/8/18-21

  • Eloy Gonzales, Shingo Mabu, Karla Taboada, Kaoru Shimada and Kotaro Hirasawa, Class Association Rule Mining with Correlation Measures using Genetic Network Programming. ICROS-SICE International Joint Conference 2009, pp. 3850-3856, 2009/8/18-21

  • Chuan Yue, Shingo Mabu, Yan Chen, Yu Wang and Kotaro Hirasawa, Agent Bidding Strategy of Multiple Round English Auction based on Genetic Network Programming. ICROS-SICE International Joint Conference 2009, pp. 3857-3862, 2009/8/18-21

  • Karla Taboada, Shingo Mabu, Eloy Gonzales, Kaoru Shimada and Kotaro Hirasawa, Fuzzy Association Rule Mining and Classifier with Chi-squared Correlation Measure using Genetic Network Programming. ICROS-SICE International Joint Conference 2009, pp. 3863-3869, 2009/8/18-21

  • Johanna Mansilla, Shingo Mabu, Lu Yu and Kotaro Hirasawa, Adaptive Controller for Double-Deck Elevator System using Genetic Network Programming. ICROS-SICE International Joint Conference 2009, pp. 3870-3873, 2009/8/18-21

  • Guangfei Yang, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, A New Associative Classification Method by Integrating CMAR and RuleRank Model based on Genetic Network Programming. ICROS-SICE International Joint Conference 2009, pp. 3874-3879, 2009/8/18-21

  • Multi-Car Elevator Group Supervisory Control System using Genetic Network Programming, Lu Yu, Shingo Mabu, Tiantian Zhang, Shinji Eto and Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 2188-2193, 2009/5/18-21

  • Constructing Portfolio Investment Strategy Based on Time Adapting Genetic Network Programming, Yan Chen, Shingo Mabu, Etsushi Ohkawa and Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 2379-2386, 2009/5/18-21

  • Generalized Time Related Sequential Association Rule Mining and Traffic Prediction, Huiyu Zhou, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 2654-2661, 2009/5/18-21

  • Mining Multi-Class datasets using Genetic Relation Algorithm for Rule Reduction, Eloy Gonzales, Shingo Mabu, Karla Taboada, Kaoru Shimada Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 3249-3255, 2009/5/18-21

  • Genetic Network Programming with Reconstructed Individuals, Fengming Ye, Shingo Mabu, Lutao Wang, Shinji Eto and Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 854-859, 2009/5/18-21

  • Genetic Network Programming with Rule Accumulation Considering Jugdment Order, Lutao Wang, Shingo Mabu, Fengming Ye and Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 3176-3182, 2009/5/18-21

  • Genetic Network Programming for Fuzzy Association Rule-Based Classification, Karla Taboada, Shingo Mabu, Eloy Gonzales, Kaoru Shimada and Kotaro Hirasawa, IEEE Congress on Evolutionary Computation 2009, pp. 2387-2394, 2009/5/18-21
国内学会発表論文 Domestic Conference Papers
  • Classifier for Traffic Prediction Using Genetic Network Programming with Estimation of Distribution Algorithms, Xianneng Li, Huiyu Zhou, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, 計測自動制御学会システム・情報部門学術講演会2009 (SICE SSI 2009), 横浜, November 24-26

  • Trading Strategy On Stock Markets Using Genetic Network Programming With Rule Accumulation, Yuzhu Lian, Shingo Mabu, Yan Chen and Kotaro Hirasawa, 計測自動制御学会システム・情報部門学術講演会2009 (SICE SSI 2009), 横浜, November 24-26

  • Automatic Program Generation with Genetic Network Programming for Tile-world, Bing Li, Shingo Mabu and Kotaro Hirasawa, 計測自動制御学会システム・情報部門学術講演会2009 (SICE SSI 2009), 横浜, November 24-26

  • A Multi-passenger Taxi Control System using Genetic Networking Programming, QingBiao Meng, Shingo Mabu and Kotaro Hirasawa, 計測自動制御学会システム・情報部門学術講演会2009 (SICE SSI 2009), 横浜, November 24-26

  • Multiple Round Dutch Auction Agent based on Genetic Network Programming, Donggeng Yu, Shingo Mabu, Chuan Yue and Kotaro Hirasawa, 第28回計測自動制御学会九州支部学術講演会, 2009/11/28-29

  • Probabilistic Classification for Network Intrusion Detection Based on Genetic Network Programming, Wenjing Li, Shingo Mabu, Nannan Lu and Kotaro Hirasawa, 第28回計測自動制御学会九州支部学術講演会, 2009/11/28-29

  • エレベータの省エネ運用による省エネ効果と利用者便益変化, 上野剛, 中野幸夫, 平澤宏太郎, Lu Yu, 平成21年度空気調和・衛生工学会大会(熊本)、2009/9/15-17

  • エレベータの省エネ運用による省エネ効果と利用者の便益の変化に関する分析, 上野剛, 中野幸夫, 平澤宏太郎, Lu Yu, 第28回エネルギー・資源学会研究発表会, 2009/6/10-11

Top

2008年度
国際雑誌論文 International Journal Papers
  • A Nonlinear Model to Rank Association Rules Based on Semantic Similarity and Genetic Network Programming, G. Yang, K. Shimada, S. Mabu and K. Hirasawa, IEEJ Transactions on Electrical and Electronics Engineering, Vol. 4, No. 2, pp. 248-256, 2009

  • A Study of Double-Deck Elevator Systems Using Genetic Network Programming with Reinforcement Learnin, Z. Zhou, L. Yu, S. Mabu, K. Shimada, K. Hirasawa and S. Markon, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 13, No. 1, pp. 35-43, 2009

  • Genetic Network Programming with Rules, F. Ye, L. Yu, S. Mabu, K. Shimada and K. Hirasawa, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 13, No. 1, pp. 16-24, 2009

  • Enhancing the generalization ability of neural networks through controlling the hidden layers, Weishui Wan, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa and Jinglu Hu, Applied Soft Computing, Vol. 9, pp. 404-414, 2009

  • Study of multi-branch structure of Universal Learning Networks, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa and Jinglu Hu, Applied Soft Computing, Vol. 9, pp. 393-403, 2009

  • Optimal Route Based on Dynamic Programming for Road Networks, Manoj Kanta Mainali, Kaoru Shimada, Shingo Mabu and Kotaro Hirasawa, Journal of Advanced Computational Intelligence and Intelligent Infrormatics, Vol. 12, No. 6, pp. 546-553, 2008

  • A Traffic Flow-Adaptive Controller of Double-Deck Elevator Systems using Genetic Network Programming, J. Zhou, L. Yu, S. Mabu, K. Shimada, K. Hirasawa, S. Markon, Transactions on Electrical and Electronic Engineering (TEEE), Vol. 3, No. 6, pp. 703-714, 2008

  • Time Related Association Rules Mining with Attributes Accumulation Mechanism and its Application to Traffic Prediction, Huiyu Zhou, Wei Wei, Kaoru, Shimada, Shingo Mabu and Kotaro Hirasawa, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 12, No. 5, pp. 467-478, 2008/7

  • Comparative Association Rules Mining Using Genetic Network Programming (GNP) with Attributes Accumulation Mechanism and its Application to Traffic Systems, Wei Wei, Huiyu Zhou, Kaoru, Shimada, Shingo Mabu and Kotaro Hirasawa, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 12, No. 4, pp. 393-403, 2008/7

  • Trading Rules on Stock Markets Using Genetic Network Programming with Sarsa Learning, Yan Chen, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 12, No. 4, pp. 383-392, 2008/7

  • A Double-Deck Elevator Group Supervisory Control System Using Genetic Network Programming, K. Hirasawa, T. Eguchi, J. Zhou, L. Yu, S. Markon, IEEE Trans. on Systems, Man and Cybernetics, Part C, Vol. 38, No. 4, pp. 535-550, 2008/7
国内雑誌論文 Domestic Journal Papers
Real Time Updating Genetic Network Programming for Adapting to the Change of Stock Prices, Y. Chen, S. Mabu, K. Shimada and K. Hirasawa, IEEJ Trans. EIS, Vol. 129, No. 2, pp. 344-354, 2009/2.

  • Buying and selling Stocks of Multi Brands Using Genetic Network Programming with Control Nodes, E. Ohkawa, Y. Chen, Z. Bao, S. Mabu, K. Shimada, K Hirasawa, 電気学会論文誌C, Vol. 128, No. 12, pp. 1811-1819, 2008/12

  • フラグノードおよび重要度指標の調整を用いた遺伝的ネットワークプログラミングによる株式売買ルールの生成,間普真吾,陳艶,平澤宏太郎,電気学会論文誌C, Vol. 128,No. 8,pp. 1462-1469,2008/9

  • 擬似イントロンを用いた遺伝的ネットワークプログラミング, 間普真吾, 陳艶, 江藤慎治, 嶋田薫, 平澤宏太郎, 電気学会論文誌C, Vol. 128, No. 8, pp. 1312-1219, 2008/8

  • 遺伝的ネットワークプログラミングによる不完全データベースからのクラス相関ルールの抽出, 嶋田香, 間普真吾, 森川英治, 平澤宏太郎, 古月敬之, 電気学会論文誌C, Vol. 128, No. 5, pp. 795-803, 2008/5

  • Actor-Critic を用いた遺伝的ネットワークプログラミングの小型移動ロボットの行動生成における性能評価, 間普真吾, 平澤宏太郎, 畠山裕之, 古月敬之, 計測自動制御学会論文集, Vol. 44, No. 4, pp. 343-350, 2008/4
国際会議議事録 International Conference Proceedings Papers
Double-Deck Elevator System Using Genetic Network Programming with Genetic Operators Based on Pheromone Information, L. Yu, J. Zhou, F. Ye, S. Mabu, K. Shimada and K. Hirasawa, 8th International Conference on Hybrid Intelligent Systems, pp. 84-89, 2008/9/10-12.

  • Solving Multi-Objective Optimization Problems by RasID-GA: Using and External Population in Genetic Operators, M. G. Ogata, D. Sohn, S. Mabu, K. Shimada and K. Hirasawa, 8th International Conference on Hybrid Intelligent Systems, pp. 903-906, 2008/9/10-12.

  • A Nonlinear Semantic Model for Selecting Association Rules for Users, G. Yang, K. Shimada, S. Mabu and K. Hirasawa, SICE Annual Conference 2008, pp. 121-126, 2008/8

  • Multi-Car Elevator System using Genetic Network Programming, Lu Yu, Jin Zhou, S. Mabu, K. Shimada, K. Hirasawa and S. Markon, SICE Annual Conference 2008, pp. 127-131, 2008/8

  • Idle Cage Assignment Algorithm-embedded Controller of Double-deck Elevator System using Genetic Network Programming, Jin Zhou, Lu Yu, S. Mabu K. Shimada, K. Hirasawa and S. Markon, SICE Annual Conference 2008, pp. 146-150, 2008/8

  • A Q value-based Dynamic Programming algorithm with Boltzmann Distribution for optimizing the global traffic routing strategy, S. Yu, H. Wang, F. Ye, S. Mabu, K. Shimada and K. Hirasawa, SICE Annual Conference 2008, pp. 619-622, 2008/8

  • A global routing strategy in dynamic traffic environments with a combination of Q value-based dynamic programming and boltzmann distribution, S. Yu, H. F. Ye, Wang, S. Mabu, K. Shimada, S. Yu and K. Hirasawa, SICE Annual Conference 2008, pp. 623-627, 2008/8

  • Multi-objective Optimal Route Search for Road Networks by Dynamic Programming, M. K. Mainali, K. Shimada, S. Mabu and K. Hirasawa, SICE Annual Conference 2008, pp. 628-632, 2008/8
  • A Stock Trading Model for Multi-brands Optimization Based on Genetic Network Programming with Control Nodes, Yan Chen, E. Ohkawa, S. Mabu, K. Shimada and K. Hirasawa, SICE Annual Conference 2008, pp. 664-669, 2008/8

  • Traffic Flow Prediction with Genetic Network Programming, W. Wei, H. Zhou, M. K. Mainali, K. Shimada, S. Mabu and K. Hirasawa, SICE Annual Conference 2008, pp. 670-675, 2008/8

  • Genetic Network Programming with Rule Chains, F. Ye, S. Mabu, K. Shimada and K. Hirasawa, SICE Annual Conference 2008, pp. 1220-1225, 2008/8

  • Solving Multi-objective Optimization Problems by RasID-GA, Marina Ogata, D. Sohn, S. Mabu, K. Shimada and K. Hirasawa, SICE Annual Conference 2008, pp. 1193-1198, 2008/8

  • Class Association Rules Mining with Time Series and Its Application to Traffic Load Prediction, H. Zhou, W. Wei, M. K. Mainali, K. Shimada, S. Mabu and K. Hirasawa, SICE Annual Conference 2008, pp. 1187-1192, 2008/8

  • Quick Response Data Mining Model Using Genetic Algorithm, W. Dou, J. Hu, K. Hirasawa and G. Wu, SICE Annual Conference 2008, pp. 1214-1219, 2008/8

  • Evaluation of Varying Portfolio Construction of Stocks Using Genetic Network Programming with Control Nodes, E. Ohkawa, Y. Chen, S. Mabu, K. Shimada and K. Hirasawa, SICE Annual Conference 2008, pp. 1231-1236, 2008/8

  • Discovering Fuzzy Classification Rules using Genetic Network Programming, K. Taboada, E. Gonzales, K. Shimada, S. Mabu and K. Hirasawa, SICE Annual Conference 2008, pp. 1788-1793, 2008/8

  • Gene Classification Using An Improved SVM Classifier with Soft Decision Boundary, B. Li, L. Ma, J. Hu, K. Hirasawa, SICE Annual Conference 2008, pp. 2476-2480, 2008/8

  • Exceptional Association Rule Mining Using Genetic Network Programming, K. Shimada and K. Hirasawa, International Conference on Data Mining (DMIN 2008), pp. 277-283, 2008/7

  • Construction of Portfolio Optimization System using Genetic Network Programming with Control Nodes, Y. Chen, S. Mabu, K. Shimada and K. Hirasawa, ACM Genetic and Evolutionary Computation Conference 2008 (GECCO2008), pp. 1693-1694, 2008/7

  • Stock Trading Strategies by Genetic Network Programming with Flag Nodes, S. Mabu, Y. Chen, E. Ohkawa and K. Hirasawa, ACM Genetic and Evolutionary Computation Conference 2008 (GECCO2008), pp. 1709-1710, 2008/7

  • Varying Portfolio Construction of Stocks Using Genetic Network Programming with Control Nodes, E. Ohkawa, Y. Chen, S. Mabu, K. Shimada and , K. Hirasawa, ACM Genetic and Evolutionary Computation Conference 2008 (GECCO2008), pp. 1715-1716, 2008/7

  • Double-deck Elevator System using Genetic Network Programming with Genetic Operators based on Pheromone Informatio, L. Yu, J. Zhou, F. Ye, S. Mabu, K. Shimada and , K. Hirasawa, ACM Genetic and Evolutionary Computation Conference 2008 (GECCO2008), Late Breaking Papers, pp. 2239-2244, 2008/7

  • Optimal Route of Road Networks by Dynamic Programming, M.K. Mainali, K. Shimada, S. Mabu, K. Hirasawa, 2008 International Joint Conference on Neural Networks, pp. 3416-3420, 2008/6

  • Genetic Network Programming Based Data Mining Method for Extracting Fuzzy Association Rules, K. Taboada, E. Gonzales, K. Shimada, S. Mabu, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 1756-1763, 2008/6

  • Time Related Association Rule Mining with Attribute Accumulation Mechanism and Its Application to Traffic Prediction, H. Zhou, W. Wei, K. Shimada, S. Mabu, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 305-311, 2008/6

  • Genetic Network Programming with Rules, F. Ye, S. Mabu, K. Shimada, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 413-418, 2008/6

  • A Personalaized Association Rule Ranking Method Based on Semantic Similarity and Evolutionary Computation, G. Yang, K. Shimada, S. Mabu, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 487-494, 2008/6

  • Evaluating Class Association Rules using Genetic Relation Programming, E. Gonzales, K. Taboada, K. Shimada, S. Mabu, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 731-736, 2008/6

  • Double-Deck Elevator Systems Adaptive to Traffic Flows using Genetic Network Programming, , J. Zhou, L. Yu, S. Mabu, K. Shimada, K. Hirasawa, S. Markon, IEEE Congress on Evolutionary Computation 2008, pp. 773-778, 2008/6

  • Comparative Association Rules Mining using Genetic Network Programming(GNP) with attribute Accumulation Mechanism and Its Application to Traffic Systems, W. Wei, H. Zhou, K. Shimada, S. Mabu, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 292-298, 2008/6

  • Real Time Updating Genetic Network Programming for Adapting the Change of Stock Prices, Y. Chen, S. Mabu, K. Shimada, K. Hirasawa, IEEE Congress on Evolutionary Computation 2008, pp. 370-377, 2008/6
国内学会発表論文 Domestic Conference Papers
  • Genetic Network Programming with Rule Accumulation, Lutao Wang, Ci Chen, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, 計測自動制御学会 システム・情報部門学術講演会(SICE SSI 2008), 2008/11/26-28

  • Global Optimal Routing Algorithm for Traffic System with Multiple ODs, Wang Yu, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, 第18回インテリジェント・システム・シンポジウム(FAN 2008), 2008/10/23-24

  • Multiple Round English Auction based on Genetic network Programming, Chuan Yue, Yu Wang, Shingo Mabu, Kaoru Shimada and Kotaro Hirasawa, 第18回インテリジェント・システム・シンポジウム(FAN 2008), 2008/10/23-24

  • Class Association Rule Mining using Genetic Network Programming for Stock Market Prediction, Yuchen Yang, Yan Chen, Etsushi Ohkawa, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, 第18回インテリジェント・システム・シンポジウム(FAN 2008), 2008/10/23-24

  • Anormaly Detection Using Class Association Rule Mining Based on Genetic Network Programming, Ci Chen, Lutao Wang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, 第18回インテリジェント・システム・シンポジウム(FAN 2008), 2008/10/23-24

  • Adaptive Training System for Double Deck Elevator System using Genetic Network Programming, Johanna Mansilla, Jin Zhou, Lu Yu, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, 第18回インテリジェント・システム・シンポジウム(FAN 2008), 2008/10/23-24

Top

2007年度
国際雑誌論文 International Journal Papers
  • Association Rule Mining for Continuous Attributes using Genetic Network Programming, K. Taboada, E. Gonzales, K. Shimada, S. Mabu, K. Hirasawa, J. Hu, Transaction on Electrical and Electronic Engineering, Vol. 3, No. 2, pp. 199-211, 2008/3.

  • A Global Optimization Method RasID-GA for Neural Network Training, Dongkyu Sohn, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa and Jinglu Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 12, No. 1, pp. 85-93, 2008

  • A Genetic Network Programming Based Method to Mine Generalized Association Rules with Ontology, Guangfei Yang, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 12, No. 1, pp. 63-76, 2008

  • Support Vector Machine Classifier with WHM Offset for Unbalanced Data, Boyang Li, Jinglu Hu and Kotaro Hirasawa, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 12, No. 1, pp. 94-101, 2008

  • Double-Deck Elevator Group Supervisory Control System Using Genetic Network Programming with Ant Colony Optimization with Evaporation, Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu and Sandor Markon, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 11, No. 9, pp. 1149-1158, 2007

  • A Graph-Based Evolutionary Algorithm: Genetic Network Programming (GNP) and Its Extension Using Reinforcement Learning, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Evolutionary Computation, MIT Press, Vol. 15, No. 3, pp. 369-398, 2007

  • Optimization Method RasID-GA for Numerical Constrained Optimization Problems, Dongkyu Sohn, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 11, No. 5, pp. 469-477, 2007

  • An approximate stability analysis of nonlinear systems described by Universal Learning Networks, Kotaro Hirasawa, Shingo Mabu, Shinji Eto and Jinglu Hu, Applied Soft Computing, Vol. 7, pp. 642-651, Elsevier, 2007/6
国内雑誌論文 Domestic Journal Papers
  • マルチブランチ構造を有するリカレントニューラルネットワーク, 山下貴志, 間普真吾, 平澤宏太郎, 古月敬之, IEEJ Trans. EIS, Vol. 127, No. 9, pp. 1430-1435, 2007

  • Elevator Group Supervisory Control System Using Genetic Network Programming with Macro Nodes and Reinforcement Learning, Jin Zhou, Lu Yu, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu and Sandor Markon, IEEJ Trans. EIS, Vol. 127, No. 8, pp. 1234-1242, 2007/8

  • Effects of Passengers' Arrival Distribution to Double-deck Elevator Group Supervisory Control Systems Using Genetic Network Programming, L. Yu, J. Zhou, S. Mabu, K. Hirasawa, J. Hu, S. Markon, 計測自動制御学会産業論文集, Vol. 6, No. 11, pp. 85-92, 2007/7

  • A Double-Deck Elevator Group Supervisory Control System with Destination Floor Guidance System Using Genetic Network Programming, Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon, IEEJ Trans. EIS, Vol. 127, No. 7, pp. 1115-1122, 2007/7

  • 強化学習と重要度指標を用いた遺伝的ネットワークプログラミングによる株式売買モデル,間普真吾,平澤宏太郎,古月敬之,電気学会論文誌C,Vol.127,No. 7,pp. 1061-1067,2007/7

  • ロ−ソク足チャートを利用したGenetic Network Programmingによる株式売買モデル,間普真吾,泉 良裕,平澤宏太郎,古月敬之,計測自動制御学会論文集,Vol. 43,No. 4,pp. 317-322,2007/4
国際会議議事録 International Conference Proceedings Papers
  • Z. Bao, S. Mabu, K. Hirasawa, J. Hu, Buying and Selling of Multi Brands using Genetic Network Programming with Control Nodes, SICE Annual Conference 2007, pp. 1569-1576, Kagawa, Japan, 2007/8

  • Y. Chen, J. Hu, K. Hirasawa, S. Yu, Optimizing Reserve Size in Genetic Algorithms with Reserve Selection Using Reinforcement Learning, SICE Annual Conference 2007, pp. 1341-1347, Kagawa, Japan, 2007/8

  • L. Yu, J. Zhou, S. Mabu, K. Hirasawa, J. Hu, S. Markon, Elevator Group Control System using Genetic Network Programming with ACO comsidering Transitions, SICE Annual Conference 2007, pp. 1330-1336, Kagawa, Japan, 2007/8

  • Y. Xu, J. Hu, K. Hirasawa, X. Pang, A New Cooperative Approach to Discrete Particle Swarm Optimization, SICE Annual Conference 2007, pp. 1311-1318, Kagawa, Japan, 2007/8

  • J. Zhou, L. Yu, S. Mabu, K. Hirasawa, J. Hu, S. Markon, Double-deck Elevator Systems using Genetic Network Programming based on Variance Information, SICE Annual Conference 2007, pp. 163-169, Kagawa, Japan, 2007/8

  • S. Eto, S. Mabu, K. Hirasawa, T. Hurutsuki, Genetic Network Programming with Control Nodes considering Breadth and Depth, SICE Annual Conference 2007, pp. 470-475, Kagawa, Japan, 2007/8

  • K. Taboada. K. Shimada, S. Mabu, K. Hirasawa, J. Hu, Association Rules Mining for Handling Continuous Attributes using Genetic Network Programming and Fuzzy Membership Functions, SICE Annual Conference 2007, pp. 2723-2729, Kagawa, Japan, 2007/8

  • A Genetic Network Programming based method to Mine Generalized Association Rules with Ontology, A Genetic Network Programming based method to Mine Generalized Association Rules with Ontology, SICE Annual Conference 2007, pp. 2715-2722, Kagawa, Japan, 2007/8

  • K. Shimada, K. Hirasawa, J. Hu, Genetic Network Programming with Class Association Rule Acquisition Mechanisms from Incomplete Databases, SICE Annual Conference 2007, pp. 2708-2714, Kagawa, Japan, 2007/8

  • Y. Chen, S. Mabu, K. Hirasawa, J. Hu, Enhancement of Trading Rules on Stock Markets Using Genetic Network Programming with Sarsa Learning, SICE Annual Conference 2007, pp. 2700-2707, Kagawa, Japan, 2007/8

  • E. Gonzales, K. Shimada, S. Mabu, K. Hirasawa, J. Hu, Hierarchical Association Rule Mining in Large and Dense Databases using Genetic Network Programming, SICE Annual Conference 2007, pp. 2386-2693, Kagawa, Japan, 2007/8

  • E. Gonzales, K. Taboada, K. Shimada, S. Mabu, K. Hirasawa, J. Hu, Class Aoosociation Mining for Large and Dense Database with Parallel Processing of Genetic Network Programming, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 4615-4622, Singapore, 2007/9

  • L. Yu, J. Zhou, S. Mabu, K. Hirasawa, J. Hu, S. Markon, Double-deck Elevator Group Supervisory Control System Using Genetic Network Programming with Ant Colony Optimization, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 1015-1022, Singapore, 2007/9

  • S. Eto, S. Mabu, K. Hirasawa, T. Hurutsuki, Genetic Network Programming with Control Nodes, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 1023-1028, Singapore, 2007/9

  • K. Toboada, E. Gonzales, K. Shimada, S. Mabu、K. Hirasawa, J. Hu, Mining Association Rules from Databases with Continuous Attributes using Genetic Network Programming, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 1311-1317, Singapore, 2007/9

  • J. Zhou, L. Yu, S. Mabu, K. Hirasawa, J. Hu, S. Markon, Double-deck Elevator Systems using Genetic Network Programming with Reinforcement Learning, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 2025-2031, Singapore, 2007/9

  • Y. Chen, J. Hu, K. Hirasawa, S. Yu, Performance Tuning of Genetic Algorithms with Reserve Selection, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 2202-2209, Singapore, 2007/9

  • G. Yang, K. Shimada, S. Mabu, K. Hirasawa, J. Hu, Mining Equalized Association Rules from Multi Concept Layers of Ontology Using Genetic Network Programming, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 705-712, Singapore, 2007/9

  • D. Sohn, S. Mabu, K. Shimada, K. Hirasawa, J. Hu, Training of Multi-Branch Neural Networks uisng RasID-GA, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 2064-2070, Singapore, 2007/9

  • Y. Chen, S. Mabu, K. Hirasawa, J. Hu, Genetic Network Programming with Darsa Learning and Its Application to Creating Stock Trading Rules, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 220-227, Singapore, 2007/9

  • S. Mabu, Y. Chen, K. Hirasawa, J. Hu, Stock Trading Rules Using Genetic Network Programming with Actor-Crotic, 2007 IEEE Congress on Evolutionary Computation (CEC2007), pp. 508-515, Singapore, 2007/9

  • Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu and Sandor Markon, Effects of Passenger’s Arrival Distribution to Double-deck Elevator Group Supervisory Control Systems using Genetic Network Programming, 2007 Genetic and Evolutionary Computation Conference (GECCO2007), pp. 1476-1483, University College London, London, England, 2007/7/7

  • Yan Chen, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Trading Rules on Stock Markets Using Genetic Network Programming with Sarsa Learning, 2007 Genetic and Evolutionary Computation Conference (GECCO2007), pp. 1503, University College London, London, England, 2007/7

  • Eloy Gonzales, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Genetic Network Programming with Parallel Processing for Association Rule Mining in Large and Dense Databases, 2007 Genetic and Evolutionary Computation Conference (GECCO2007), pp. 1512, University College London, London, England, 2007/7

  • Karla Taboada, Kaoru Shiimada, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Association Rule Mining for Continuous Attributes using Genetic Network Programming, 2007 Genetic and Evolutionary Computation Conference (GECCO2007), pp. 1758, University College London, London, England, 2007/7

  • Shingo Mabu, Yan Chen, Kotaro Hirasawa and Jinglu Hu, Genetic Network Programming with Actor-Critic and Its Application to Stock Trading Model, 2007 Genetic and Evolutionary Computation Conference (GECCO2007), pp. 2263, University College London, London, England, 2007/7

  • Yang Chen, Jinglu Hu, Kotaro Hirasawa and Songnian Yu, GARS: An Improved Genetic Algorithm with Reserve Selection for Global Optimization, 2007 Genetic and Evolutionary Computation Conference (GECCO2007), pp. 1173-1178, University College London, London, England, 2007/7

  • A Hierarchical Learning System Incorporating with Supervised, Unsupervised and Reinforcement Learning, J. Hu, T. Sasakawa, K. Hirasawa, H. Zheng, ISNN 2007, Nanjing, pp. 403-411, 2007/6
国内学会発表論文 Domestic Conference Papers
  • N. An, K. Hirasawa and S. Mabu, Online Auction System with Genetic Network Programming, 第26回計測自動制御学会九州支部学術講演会, pp. 61-64, 2007/12

  • M. Mainali, K. Shimada, S. Mabu and K. Hirasawa, Search for the Optimal Traveling Time of Road Networks by Dynamic Programming, 第26回計測自動制御学会九州支部学術講演会, pp. 65-68, 2007/12

  • フラグノードつき遺伝的ネットワークプログラミングによる株式売買モデル, 間普真吾, 平澤宏太郎, 古月敬之, 平成19年電気学会電子・情報・システム部門大会, pp. 1173-1179, 2007/9/4-5

  • Time Related Association Rules mining and its Application to Traffic Control, Huiyu Zhou, Wei Wei, Kaoru Shimada, Shingo Mabu and Kotaro Hirasawa, 第17回インテリジェント・システム・シンポジウム, pp. 97-102, 2007/8

  • Comparative Association Rules Mining using Genetic Network Programming (GNP) and its Application to Traffic Content, Wei Wei, Huiyu Zhou, Kaoru Shimada, Shingo Mabu and Kotaro Hirasawa, 第17回インテリジェント・システム・シンポジウム, pp. 103-108, 2007/8

  • マルチエージェントシステムにおける調整ノード付Genetic Network Programming, 島田宗明, 江藤慎治, 間普真吾, 平澤宏太郎, 古月敬之, 第17回インテリジェント・システム・シンポジウム, pp. 133-138, 2007/8

  • 重要度指標と調整ノードを用いた機能局在型Genetic Network Programmingの構成, 江藤慎治, 間普真吾, 嶋田香, 平澤宏太郎, 第17回インテリジェント・システム・シンポジウム, pp. 139-144, 2007/8

  • 間普真吾,陳艶,平澤宏太郎,古月敬之,アクタークリティックを用いた遺伝的ネットワークプログラミングによる株式売買モデル,第51回システム制御情報学会研究発表講演会, pp. 647-648, 2007/05

Top

2006年度
国際雑誌論文 International Journal Papers
  • Mining Generalized Association Rules with Ontology Using Genetic Network Programming, Guangfei Yang, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, International Journal of Knowledge and Systems Sciences, Vol. 3 No. 4, 2006/12

  • Adaptation and Self-Adaptation Mechanism in Genetic Network Programming for Mining Association Rules, Karka Taboada, Eloy Gonzales, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa and Jinglu Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 11, No. 3, pp. 343-353, 2007/3

  • Genetic Network Programming with Actor-Critic, H. Hatakeyama, S. Mabu, K. Hirasawa and J. Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 11, No. 1, pp. 79-86, 2007/1

  • Adaptive Random Search with Intesification and Diversification Combined with Genetic Algorithm, D. Sohn, H. Hatakeyama, S. Mabu, K. Hirasawa, J. Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 10, no. 6, pp. 921-930, 2006/11

  • Alternate Genetic Network Programming with Associate Rule Acquisition Mechanism Between Attribute Families, K. Shimada, K. Hirasawa, J. Hu, Journal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 10, no. 6, pp. 954-963, 2006/11

  • Realizing Functional Localization Using Genetic Network Programming with Important Index, S. Eto, H. Hatakeyama, S. Mabu, K. Hirasawa, J. Hu, Journal of Advanced Computaional Intelligence and Intelligent Informatics, Vol. 10, No. 4, pp. 555-566, 2006/7

  • Propagation and Control of Stochastic Signals through Universal Learning Networks, K. Hirasawa, S. Mabu and J. Hu, Neural Networks, Vol. 19, pp. 487-499, 2006/6

  • Elevator Group Supervisory Control System Using Genetic Network Programming with Functional Localization, T. Eguchi, J. Zhou, S. Eto, K. Hirasawa, J. Hu, S. Markon, Jounal of Advanced Computational Intelligence and Intelligent Informatics, Vol. 10, No. 3, pp. 385-393, 2006/5
国内雑誌論文 Domestic Journal Papers
  • 遺伝的ネットワークプログラミングによる相関ルールの抽出, 嶋田香, 平澤宏太郎, 古月敬之, 日本知能情報ファジイ学会誌, Vol. 18, No. 6, pp. 881-891, 2006/12

  • Genetic Network Programmingによるダブルデッキエレベータ群管理システム, 江口徹, 周金, 平澤宏太郎, 古月敬之, マルコンシャンドル, 計測自動制御学会論文集, Vol. 42, No. 11, pp. 1260-1268, 2006/11

  • 重要度指標付きGenetic Network Programmingにおける機能切換えについて, 江藤慎治, 畠山裕之, 間普真吾, 平澤宏太郎, 古月敬之, 情報処理学会論文誌, Vol. 47, No. 9, pp. 2860-2868, 2006/9.

  • 教師あり学習・教師なし学習・強化学習を複合したbrain like 学習システム, 笹川隆史, 古月敬之, 平澤宏太郎, 電気学会論文誌C, Vol. 126, No. 9, pp. 1165-1172, 2006/9

  • Genetic Network Programming with Reinforcement Learning and Its Application to Making Mobile Robot Behavior, S. Mabu, H. Hatakeyama, M. Thu Thu, K. Hirasawa and J. Hu, 電気学会論文誌C, Vol. 126, No. 8, pp. 1009-1015, 2006/8

  • 遺伝的ネットワークプログラミングを用いた医療相関ルールの抽出, 嶋田香, 王若晨, 平澤宏太郎, 古月敬之, 電気学会論文誌C, Vol. 126, No. 7, pp. 849-856, 2006/7

  • 重要度付きGenetic Network Programmingを用いた株式売買モデル, 泉良裕、平澤宏太郎、古月敬之, 計測自動制御学会論文集, Vol. 42, No. 5, pp. 559-566, 2006/5

  • プログラムサイズ可変型マクロノードつき遺伝的ネットワークプログラミング, 間普真吾,畠山裕之,中越洋,平澤宏太郎,古月敬之, 電気学会論文誌C,Vol. 126,No. 4,548-555,2006/4
国際会議議事録 International Conference Proceedings Papers
  • Class Association Rule Mining with Chi-Squared Test Using Genetic Network Programming, K. Shimada, K. Hirasawa, J. Hu, IEEE SMC 2006, Taipei, pp. 5338-5344, 2006/10

  • Fuzzy Decision-making SVM with An Offset for Realーworld Lopsided Data Classification, B. Li, J. Hu, K. Hirasawa, SICE 2006, 2006/10

  • Self-Adaptive Mechanism in Genetic Network Programming for Mining Association Rules, K. Taboada, K. shimada, S. Mabu, K. Hirasawa, J. Hu, SICE 2006, Pusan, pp. 6007-6012, 2006/10

  • Elevator Group Supervisory Control System with Destination Floor Guidance System using Genetic Network Programming, H. Heo. S. Mabu, K. Hirasawa, J. Hu, SICE 2006, Pusan, pp. 5489-5493, 2006/10

  • Constrained Global Optimization Problem by RasID-GA, D. Sohn, S. Mabu, K. Hirasawa, J. Hu, SICE 2006, Pusan, pp. 5509-5514, 2006/10

  • Genetic Network Programming Considering the Evolution of Breadth and Depth, SICE 2006, Pusan, pp. 5504-5508, 2006/10

  • A Double-deck Elevator Group Supervisory Control System with Destination Floor Guidance System using Genetic Network Programming, L. Yu, J. Zhou, S. Mabu, K. Hirasawa, J. Hu, SICE 2006, Pusan, pp. 5089-5094, 2006/10

  • Service Area-based Elevator Group Supervisory Control System Using GNP with RL, J. Zhou, L. Yu, S. Mabu, K. Hirasawa, J. Hu, S. Markon, SICE 2006, Pusan, pp. 5067-5072, 2006/10

  • Support Vector Machine with Fuzzy Decision-Making for Real-world Data Classification, B. Li, J. Hu, K. Hirasawa, P. Sun, K. Markon, IJCNN2006, Vancouver, Canada, pp. 1314-1319, 2006/7

  • Effective Training Method for Functional Localization Neural Networks, T. Sasakawa, J. Hu, K. Isono, K. Hirasawa, IJCNN2006, Vancouver, Canada, pp. 9535-9540, 2006/7

  • A study of applying Genetic Network Programming with Reinforcement Learning to Elevator Group Supervisory Control System, J. Zhou, T. Eguchi, S. Mabu, K. Hirasawa, J. Hu, S. Markon, CEC2006, Vancouver, Canada, pp. 10392-10398, 2006/7

  • RasID-GA with Simplex Crossover for Optimization Problems, D. Sohn, S. Mabu, K. Hirasawa, J. Hu, CEC2006, Vancouver, Canada, pp. 10378-10385, 2006/7

  • Trading Rules on the Stock Markets using Genetic Network Programming with Candlestick Chart, Y. Izumi, T. Yamaguchi, S. Mabu, K. Hirasawa, J. Hu, CEC2006, Vancouver, Canada, pp. 8531-8536, 2006/7

  • An Extension of Genetic Network Programming with Reinforcement Learning Using Actor-Critic, H. Hatakeyama, S. Mabu, K. Hirasawa, J. Hu, CEC2006, Vancouver, Canada, pp. 5686-5692, 2006/7

  • Genetic Network Programming with Reinforcement Learning Using Sarsa Algorithm, S. Mabu, H. Hatakeyama, K. Hirasawa, J. Hu, CEC2006, Vancouver, Canada, pp. 1570-1575, 2006/7

  • Associate Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming, K. Shimada, K. Hirasawa, J. Hu, ICDM2006, Leipzig, Germany, pp. 202-216, 2006/7

  • Evolutionary Method of Genetic Network Programming Considering Breadth and Depth, S. Eto, S. Mabu, K. Hirasawa and J. Hu, GECCO2006, Seattle, USA, 2006/7
国内学会発表論文 Domestic Conference Papers
  • Genetic Network Programmingによるダブルデッキエレベータ群管理システム, 周金、Yu Lu, 間普真吾, 平澤宏太郎, マルコンシャンドル, 計測自動制御学会システム・情報部門学術講演会, pp. 131-135, 2006/11

  • GAによる非線形多項式モデルの二ステップ同定法, 程学飛、古月敬之、平澤宏太郎, SICE九州支部学術講演会, pp. 45-46, 2006/11

  • An Improved Method for Identification of Quasi-ARMAX Model, J. Ji, J. Hu, K. Hirasawa, SICE九州支部学術講演会, pp. 43-44, 2006/11

  • Actor−Criticを用いた遺伝的ネットワークプログラミング, 畠山裕之, 間普真吾, 平澤宏太郎, 古月敬之, インテリジェントシステムシンポジウム, pp. 95-100, 2006/9

  • 幅と深さを考慮したGenetic Network Programmingの進化手法, 江藤慎治、平澤宏太郎、古月敬之, インテリジェントシステムシンポジウム, pp. 263-266, 2006/9

  • イントロン付Genetic Network Programmingの基礎検討, 畑和宏、間普真吾、江藤慎治、平澤宏太郎、古月敬之, インテリジェントシステムシンポジウム, pp. 267-272, 2006/9

  • 遺伝的ネットワークプログラミングによる不完全なデータベースからのクラス相関ルールの抽出, 森川英治、嶋田香、間普真吾、平澤宏太郎、古月敬之, インテリジェントシステムシンポジウム, pp. 227-232, 2006/9

  • 多エージェント間の共生進化アルゴリズム, 田中大介、間普真吾、平澤宏太郎、古月敬之, インテリジェントシステムシンポジウム, pp. 187-192, 2006/9

  • Benchmark Test of RasID-GA for Inequality/Equality Constrained Optimization, D. Sohn, S. Mabu, K. Hirasawa, J. Hu, インテリジェントシステムシンポジウム, pp. 155-160, 2006/9

  • 多スタートノードGNPを用いた株式売買ポートフォリオの基礎検討, 白石憲正、間普真吾、平澤宏太郎、古月敬之, インテリジェントシステムシンポジウム, pp. 145-150, 2006/9

  • 強化学習と重要度指標を用いた遺伝的ネットワークプログラミングによる株式売買モデル, 間普真吾, 高橋好史, 平澤宏太郎, 古月敬之, 平成18年電気学会電子・情報・システム部門大会, pp. 881-887, 2006/9

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