Kotaro Hirasawa

Publication Activity (10 Years)

Years Active: 1982-2021
Publications (10 Years): 7

Top Venues

IEEE Congress on Evolutionary Computation

Expert Syst. Appl.

SMC

Appl. Soft Comput.

Publications

Tianheng Song, Dazi Li, Weimin Yang, Kotaro Hirasawa
Recursive Least-Squares Temporal Difference With Gradient Correction. IEEE Trans. Cybern. 51 (8) (2021)
Tianheng Song, Dazi Li, Qibing Jin, Kotaro Hirasawa
Sparse Proximal Reinforcement Learning via Nested Optimization. IEEE Trans. Syst. Man Cybern. Syst. 50 (11) (2020)
Huiyu Zhou, Kotaro Hirasawa
Evolving temporal association rules in recommender system. Neural Comput. Appl. 31 (7) (2019)
Huiyu Zhou, Kotaro Hirasawa
Spatiotemporal traffic network analysis: technology and applications. Knowl. Inf. Syst. 60 (1) (2019)
Shanqing Yu, Deng Zhang, Shingo Mabu, Jinyin Chen, Kotaro Hirasawa
Improving the robustness of GNP-PCA using the multiagent system. Appl. Soft Comput. 61 (2017)
Tianheng Song, Dazi Li, Liulin Cao, Kotaro Hirasawa
Kernel-Based Least Squares Temporal Difference With Gradient Correction. IEEE Trans. Neural Networks Learn. Syst. 27 (4) (2016)
Dazi Li, Qianwen Xie, Qibing Jin, Kotaro Hirasawa
A sequential method using multiplicative extreme learning machine for epileptic seizure detection. Neurocomputing 214 (2016)
Shingo Mabu, Wenjing Li, Kotaro Hirasawa
A Class Association Rule Based Classifier Using Probability Density Functions for Intrusion Detection Systems. J. Adv. Comput. Intell. Intell. Informatics 19 (4) (2015)
Xianneng Li, Kotaro Hirasawa
Continuous probabilistic model building genetic network programming using reinforcement learning. Appl. Soft Comput. 27 (2015)
Xianneng Li, Wen He, Kotaro Hirasawa
Generalized classifier system: Evolving classifiers with cyclic conditions. IEEE Congress on Evolutionary Computation (2014)
Xianneng Li, Wen He, Kotaro Hirasawa
Learning and evolution of genetic network programming with knowledge transfer. IEEE Congress on Evolutionary Computation (2014)
Xianneng Li, Guangfei Yang, Kotaro Hirasawa
Evolving directed graphs with artificial bee colony algorithm. ISDA (2014)
Shingo Mabu, Kotaro Hirasawa, Masanao Obayashi, Takashi Kuremoto
A variable size mechanism of distributed graph programs and its performance evaluation in agent control problems. Expert Syst. Appl. 41 (4) (2014)
Xianneng Li, Shingo Mabu, Kotaro Hirasawa
A Novel Graph-Based Estimation of the Distribution Algorithm and its Extension Using Reinforcement Learning. IEEE Trans. Evol. Comput. 18 (1) (2014)
Huiyu Zhou, Kotaro Hirasawa
Traffic Density Prediction with Time-Related Data Mining using Genetic Network Programming. Comput. J. 57 (9) (2014)
Huiyu Zhou, Kotaro Hirasawa
Traffic conduction analysis model with time series rule mining. Expert Syst. Appl. 41 (14) (2014)
Xianneng Li, Wen He, Kotaro Hirasawa
Adaptive Genetic Network Programming. IEEE Congress on Evolutionary Computation (2014)
Xianneng Li, Wen He, Kotaro Hirasawa
Creating stock trading rules using graph-based estimation of distribution algorithm. IEEE Congress on Evolutionary Computation (2014)
Shanqing Yu, Bing Li, Kotaro Hirasawa
Genetic Network Programming Based Class Association Rule Mining with Attributes Importance for Large Attributes Set. SMC (2013)
Shingo Mabu, Kotaro Hirasawa, Masanao Obayashi, Takashi Kuremoto
Enhanced decision making mechanism of rule-based genetic network programming for creating stock trading signals. Expert Syst. Appl. 40 (16) (2013)
Xianneng Li, Kotaro Hirasawa
A Learning Classifier System Based on Genetic Network Programming. SMC (2013)
Xianneng Li, Kotaro Hirasawa
Extended rule-based genetic network programming. GECCO (Companion) (2013)
Shingo Mabu, Kotaro Hirasawa, Masanao Obayashi, Takashi Kuremoto
A variable size mechanism of distributed graph programs for creating agent behaviors. IEEE Congress on Evolutionary Computation (2013)
Bing Li, Shanqing Yu, Kotaro Hirasawa
Usage of Frequently Used Node in Variable Size Genetic Network Programming. SMC (2013)
Xianneng Li, Wen He, Kotaro Hirasawa
Genetic Network Programming with Simplified Genetic Operators. ICONIP (2) (2013)
Xianneng Li, Bing Li, Shingo Mabu, Kotaro Hirasawa
A continuous estimation of distribution algorithm by evolving graph structures using reinforcement learning. IEEE Congress on Evolutionary Computation (2012)
Yang Yang, Zhaoping He, Shingo Mabu, Kotaro Hirasawa
A Cooperative Coevolutionary Stock Trading Model Using Genetic Network Programming-Sarsa. J. Adv. Comput. Intell. Intell. Informatics 16 (5) (2012)
Shanqing Yu, Jing Zhou, Bing Li, Shingo Mabu, Kotaro Hirasawa
Q value-based Dynamic Programming with SARSA Learning for real time route guidance in large scale road networks. IJCNN (2012)
Ming Ding, Kotaro Hirasawa, Yuichi Kurita, Hiroshi Takemura, Hiroshi Mizoguchi, Jun Takamatsu, Tsukasa Ogasawara
Pinpointed muscle force control via optimising human motion and external force. Int. J. Mechatronics Autom. 2 (3) (2012)
Chuan Yue, Shingo Mabu, Kotaro Hirasawa
A bidding strategy using genetic network programming with adjusting parameters for large-scale continuous double auction. SMC (2012)
Yan Chen, Shingo Mabu, Kotaro Hirasawa
Erratum to "Genetic relation algorithm with guided mutation for the large-scale portfolio optimization" [Expert Systems with Applications 38 (4) (2011) 3353-3363]. Expert Syst. Appl. 39 (3) (2012)
Shingo Mabu, Fengming Ye, Kotaro Hirasawa
An Explicit Memory Scheme of Genetic Network Programming. J. Adv. Comput. Intell. Intell. Informatics 16 (7) (2012)
Shingo Mabu, Andre Tjahjadi, Kotaro Hirasawa
Adaptability analysis of genetic network programming with reinforcement learning in dynamically changing environments. Expert Syst. Appl. 39 (16) (2012)
Bing Li, Xianneng Li, Shingo Mabu, Kotaro Hirasawa
Towards automatic discovery and reuse of subroutines in Variable Size Genetic Network Programming. IEEE Congress on Evolutionary Computation (2012)
Yang Yang, Shingo Mabu, Kotaro Hirasawa
A multitasks learning approach to autonomous agent based on Genetic Network Programming. IEEE Congress on Evolutionary Computation (2012)
Lutao Wang, Wei Xu, Shingo Mabu, Kotaro Hirasawa
Rule accumulation method based on Credit Genetic Network Programming. IEEE Congress on Evolutionary Computation (2012)
Nannan Lu, Shingo Mabu, Tuo Wang, Kotaro Hirasawa
Integrated fuzzy GNP rule mining with distance-based classification for intrusion detection system. SMC (2012)
Lutao Wang, Shingo Mabu, Kotaro Hirasawa
Genetic Network Programming with updating rule accumulation. IEEE Congress on Evolutionary Computation (2011)
Guangfei Yang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
An evolutionary approach to rank class association rules with feedback mechanism. Expert Syst. Appl. 38 (12) (2011)
Shingo Mabu, Kotaro Hirasawa
Efficient program generation by evolving graph structures with multi-start nodes. Appl. Soft Comput. 11 (4) (2011)
Chuan Yue, Shingo Mabu, Kotaro Hirasawa
A bidding strategy for Continuous Double Auctions based on Genetic Network Programming with generalized judgments. SMC (2011)
Deng Zhang, Shingo Mabu, Feng Wen, Kotaro Hirasawa
A supervised learning framework for PCA-based face recognition using GNP fuzzy data mining. SMC (2011)
Kaoru Shimada, Kotaro Hirasawa
Evolving associative classifier for incomplete database using genetic network programming. GECCO (Companion) (2011)
Shanqing Yu, Shingo Mabu, Manoj Kanta Mainali, Kaoru Shimada, Kotaro Hirasawa
Dynamic traffic management model for real world road networks. SMC (2011)
Chuan Yue, Shingo Mabu, Kotaro Hirasawa
Enhancing Bidding Strategy Using Genetic Network Programming in Agent-Based Multiple Round English Auction. J. Adv. Comput. Intell. Intell. Informatics 15 (7) (2011)
Shingo Mabu, Ci Chen, Nannan Lu, Kaoru Shimada, Kotaro Hirasawa
An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming. IEEE Trans. Syst. Man Cybern. Part C 41 (1) (2011)
Shingo Mabu, Kotaro Hirasawa
Enhanced rule extraction and classification mechanism of genetic network programming for stock trading signal generation. GECCO (2011)
Bing Li, Xianneng Li, Shingo Mabu, Kotaro Hirasawa
Variable Size Genetic Network Programming with Binomial Distribution. IEEE Congress on Evolutionary Computation (2011)
Yan Chen, Shingo Mabu, Kotaro Hirasawa
Genetic relation algorithm with guided mutation for the large-scale portfolio optimization. Expert Syst. Appl. 38 (4) (2011)
Siti Sendari, Shingo Mabu, Andre Tjahjadi, Kotaro Hirasawa
Fuzzy Genetic Network Programming with Noises for Mobile Robot Navigation. J. Adv. Comput. Intell. Intell. Informatics 15 (7) (2011)
Yafei Xing, Shingo Mabu, Lian Yuzhu, Kotaro Hirasawa
Multi-Order Rules Extraction by Genetic Network Programming with Rule Accumulation and its Application to Stock Trading Problems. J. Adv. Comput. Intell. Intell. Informatics 15 (5) (2011)
Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
Traffic prediction using time related association rules and vehicle routing. SMC (2011)
Xianneng Li, Bing Li, Shingo Mabu, Kotaro Hirasawa
A novel estimation of distribution algorithm using graph-based chromosome representation and reinforcement learning. IEEE Congress on Evolutionary Computation (2011)
Deng Zhang, Shingo Mabu, Feng Wen, Kotaro Hirasawa
A sequential subspace face recognition framework using genetic-based clustering. IEEE Congress on Evolutionary Computation (2011)
Fengming Ye, Shingo Mabu, Kotaro Hirasawa
A memory scheme for genetic network programming with adaptive mutation. GECCO (Companion) (2011)
Shingo Mabu, Donggeng Yu, Chuan Yue, Kotaro Hirasawa
No Time Limit and Time Limit Model of Multiple Round Dutch Auction Based on Genetic Network Programming. J. Adv. Comput. Intell. Intell. Informatics 15 (1) (2011)
Xianneng Li, Shingo Mabu, Kotaro Hirasawa
Use of infeasible individuals in probabilistic model building genetic network programming. GECCO (2011)
Siti Sendari, Shingo Mabu, Kotaro Hirasawa
Fuzzy genetic Network Programming with Reinforcement Learning for mobile robot navigation. SMC (2011)
Nannan Lu, Shingo Mabu, Kotaro Hirasawa
Integrated Rule Mining Based on Fuzzy GNP and Probabilistic Classification for Intrusion Detection. J. Adv. Comput. Intell. Intell. Informatics 15 (5) (2011)
Guangfei Yang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
A novel evolutionary method to search interesting association rules by keywords. Expert Syst. Appl. 38 (10) (2011)
Guangfei Yang, Yanzhong Dang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
Searching Interesting Association Rules Based on Evolutionary Computation. PAKDD Workshops (2011)
Yafei Xing, Shingo Mabu, Kotaro Hirasawa
Pruning generalized rules for stock markets accumulated by Genetic Network Programming with Rule Accumulation. IEEE Congress on Evolutionary Computation (2011)
Victor Parque, Shingo Mabu, Kotaro Hirasawa
Genetic network programming with changing structures for a novel stock selection model. GECCO (Companion) (2011)
Yang Yang, Shingo Mabu, Jianhua Li, Kotaro Hirasawa
Genetic Network Programming-Sarsa with Subroutines for Trading Rules on Stock Markets. J. Adv. Comput. Intell. Intell. Informatics 15 (5) (2011)
Shingo Mabu, Wenjing Li, Nannan Lu, Yu Wang, Kotaro Hirasawa
Classification based on a multi-dimensional probability distribution and its application to network intrusion detection. IEEE Congress on Evolutionary Computation (2010)
Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
Time related association rule mining with Accuracy Validation in traffic volume prediction with large scale simulator. SMC (2010)
Qingbiao Meng, Shingo Mabu, Kotaro Hirasawa
Genetic Network Programming with Sarsa Learning Based Nonuniform Mutation. SMC (2010)
Md. Tofazzal Hossain, Shingo Mabu, Kotaro Hirasawa
An Evolutionary Negotiation Model Using Genetic Network Programming. J. Adv. Comput. Intell. Intell. Informatics 14 (2) (2010)
Bing Li, Shingo Mabu, Kotaro Hirasawa
Tile-world - A case study of Genetic Network Programming with automatic program generation. SMC (2010)
Yan Chen, Shingo Mabu, Kotaro Hirasawa
A model of portfolio optimization using time adapting genetic network programming. Comput. Oper. Res. 37 (10) (2010)
Lu Yu, Shingo Mabu, Kotaro Hirasawa
Multi-car elevator system using Genetic Network Programming for high-rise building. SMC (2010)
Victor Parque, Shingo Mabu, Kotaro Hirasawa
Asset selection in global financial markets using Genetic Network Programming. SMC (2010)
Lu Yu, Shingo Mabu, Jin Zhou, Shinji Eto, Kotaro Hirasawa
Double-Deck Elevator Systems with idle cage assignment using Genetic Network Programming. SMC (2010)
Kaoru Shimada, Kotaro Hirasawa
A method of association rule analysis for incomplete database using genetic network programming. GECCO (2010)
Eloy Gonzales, Shingo Mabu, Karla Taboada, Kotaro Hirasawa, Kaoru Shimada
Pruning association rules using statistics and genetic relation algoritm. GECCO (2010)
Manoj Kanta Mainali, Kotaro Hirasawa, Shingo Mabu
Evolutionary approach for the traffic volume estimation of road sections. SMC (2010)
Ming Ding, Kotaro Hirasawa, Yuichi Kurita, Hiroshi Takemura, Jun Takamatsu, Hiroshi Mizoguchi, Tsukasa Ogasawara
Pinpointed muscle force control in consideration Of human motion and external force. ROBIO (2010)
Shingo Mabu, Lu Yu, Jin Zhou, Shinji Eto, Kotaro Hirasawa
A Double-Deck Elevator Systems Controller with Idle Cage Assignment Algorithm Using Genetic Network Programming. J. Adv. Comput. Intell. Intell. Informatics 14 (5) (2010)
Shanqing Yu, Shingo Mabu, Manoj Kanta Mainali, Kaoru Shimada, Kotaro Hirasawa
Various temperature parameter control methods in Q value-based Dynamic Programming with Boltzmann Distribution. SMC (2010)
Huiyu Zhou, Shingo Mabu, Xianneng Li, Kaoru Shimada, Kotaro Hirasawa
Generalized rule extraction and traffic prediction in the optimal route search. IEEE Congress on Evolutionary Computation (2010)
Qingbiao Meng, Shingo Mabu, Yu Wang, Kotaro Hirasawa
Guiding the evolution of Genetic Network Programming with reinforcement learning. IEEE Congress on Evolutionary Computation (2010)
Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada, Kotaro Hirasawa
Genetic Network Programming with Estimation of Distribution Algorithms for class association rule mining in traffic prediction. IEEE Congress on Evolutionary Computation (2010)
Shingo Mabu, Andre Tjahjadi, Siti Sendari, Kotaro Hirasawa
Evaluation on the robustness of Genetic Network Programming with reinforcement learning. SMC (2010)
Victor Parque, Shingo Mabu, Kotaro Hirasawa
Evolving Asset Portfolios by Genetic Relation Algorithm. J. Adv. Comput. Intell. Intell. Informatics 14 (5) (2010)
Lu Yu, Shingo Mabu, Jin Zhou, Shinji Eto, Kotaro Hirasawa
A double-deck elevator systems controller with idle cage assignment algorithm using genetic network programming. GECCO (2010)
Chuan Yue, Shingo Mabu, Donggeng Yu, Yu Wang, Kotaro Hirasawa
A bidding strategy of multiple round auctions based on Genetic Network Programming. IEEE Congress on Evolutionary Computation (2010)
Yu Wang, Shingo Mabu, Qingbiao Meng, Manoj Kanta Mainali, Kotaro Hirasawa
Multiple ODs routing algorithm for traffic systems using GA. IEEE Congress on Evolutionary Computation (2010)
Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada, Kotaro Hirasawa
Genetic Network Programming with Estimation of Distribution Algorithms for Class Association Rule Mining in Traffic Prediction. J. Adv. Comput. Intell. Intell. Informatics 14 (5) (2010)
Yan Chen, Shingo Mabu, Kotaro Hirasawa
A portfolio selection strategy using Genetic Relation Algorithm. IEEE Congress on Evolutionary Computation (2010)
Guangfei Yang, Jiangning Wu, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
Adjusting Class Association Rules from Global and Local Perspectives Based on Evolutionary Computation. KSEM (2010)
Fengming Ye, Shingo Mabu, Lutao Wang, Kotaro Hirasawa
Genetic Network Programming with new genetic operators. SMC (2010)
Deng Zhang, Shingo Mabu, Kotaro Hirasawa
Noise reduction using genetic algorithm based PCNN method. SMC (2010)
Qingbiao Meng, Shingo Mabu, Lu Yu, Kotaro Hirasawa
A Novel Taxi Dispatch System Integrating a Multi-Customer Strategy and Genetic Network Programming. J. Adv. Comput. Intell. Intell. Informatics 14 (5) (2010)
Yang Yang, Jianhua Li, Shingo Mabu, Kotaro Hirasawa
GNP-Sarsa with subroutines for trading rules on stock markets. SMC (2010)
Lutao Wang, Shingo Mabu, Qingbiao Meng, Kotaro Hirasawa
Genetic Network Programming with generalized rule accumulation. IEEE Congress on Evolutionary Computation (2010)
Manoj Kanta Mainali, Shingo Mabu, Xianneng Li, Kotaro Hirasawa
Optimal route planning with restrictions for car navigation systems. SMC (2010)
Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
Generalized Time Related Sequential Association rule mining and traffic prediction. IEEE Congress on Evolutionary Computation (2009)
Shingo Mabu, Kotaro Hirasawa
Evolving Plural Programs by Genetic Network Programming with Multi-Start Nodes. SMC (2009)
Fengming Ye, S. Mahn, Lutao Wang, Shinji Eto, Kotaro Hirasawa
Genetic Network Programming with Reconstructed Individuals. IEEE Congress on Evolutionary Computation (2009)
Yan Chen, Etsushi Ohkawa, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa
A portfolio optimization model using Genetic Network Programming with control nodes. Expert Syst. Appl. 36 (7) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Kotaro Hirasawa