Online learning of genetic network programming (GNP). - Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Junichi Murata (IEEE Congress on Evolutionary Computation, 2002)

Genetic network programming with learning and evolution for adapting to dynamical environments. - Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2003)

Genetic Network Programming with Reinforcement Learning and Its Performance Evaluation. - Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (GECCO (2), 2004)

Genetic Network Programming for Automatic Program Generation. - Shingo Mabu; Kotaro Hirasawa; Yuko Matsuya; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2005)

An Extension of Genetic Network Programming with Reinforcement Learning Using Actor-Critic. - Hiroyuki Hatakeyama; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2006)

Trading Rules on the Stock Markets using Genetic Network Programming with Candlestick Chart. - Yoshihiro Izumi; Tokiyo Yamaguchi; Shingo Mabu; Kotaro Hirasawa; Jingle Hu (IEEE Congress on Evolutionary Computation, 2006)

Genetic Network Programming with Reinforcement Learning Using Sarsa Algorithm. - Shingo Mabu; Hiroyuki Hatakeyama; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2006)

RasID-GA with Simplex Crossover(SPX) for Optimization problems. - DongKyu Sohn; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2006)

A study of applying Genetic Network Programming with Reinforcement Learning to Elevator Group Supervisory Control System. - Jin Zhou 002; Toru Eguchi; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Sandor Markon (IEEE Congress on Evolutionary Computation, 2006)

Realizing Functional Localization Using Genetic Network Programming with Importance Index. - Shinji Eto; Hiroyuki Hatakeyama; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2006)

Adaptive Random Search with Intensification and Diversification Combined with Genetic Algorithm. - DongKyu Sohn; Hiroyuki Hatakeyama; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2006)

Propagation and control of stochastic signals through universal learning networks. - Kotaro Hirasawa; Shingo Mabu; Jinglu Hu (Neural Networks, 2006)

Genetic network programming with sarsa learning and its application to creating stock trading rules. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2007)

Genetic Network Programming with control nodes. - Shinji Eto; Shingo Mabu; Kotaro Hirasawa; Takayuki Huruzuki (IEEE Congress on Evolutionary Computation, 2007)

Class association rule mining for large and dense databases with parallel processing of genetic network programming. - Eloy Gonzales; Karla Taboada; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2007)

Stock trading rules using genetic network programming with actor-critic. - Shingo Mabu; Yan Chen 008; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2007)

Training of Multi-Branch Neural Networks using RasID-GA. - DongKyu Sohn; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2007)

Mining association rules from databases with continuous attributes using genetic network programming. - Karla Taboada; Eloy Gonzales; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2007)

Mining equalized association rules from multi concept layers of ontology using Genetic Network Programming. - Guangfei Yang; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (IEEE Congress on Evolutionary Computation, 2007)

Double-deck Elevator Group Supervisory Control System using Genetic Network Programming with Ant Colony Optimization. - Lu Yu 005; Jin Zhou 002; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Sandor Markon (IEEE Congress on Evolutionary Computation, 2007)

Double-deck elevator systems using Genetic Network Programming with reinforcement learning. - Jin Zhou 002; Lu Yu 005; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Sandor Markon (IEEE Congress on Evolutionary Computation, 2007)

Trading rules on stock markets using genetic network programming with sarsa learning. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (GECCO, 2007)

Genetic network programming with parallel processing for association rule mining in large and dense databases. - Eloy Gonzales; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (GECCO, 2007)

Genetic network programming with actor-critic and its application to stock trading model. - Shingo Mabu; Yan Chen 008; Kotaro Hirasawa; Jinglu Hu (GECCO, 2007)

Association rule mining for continuous attributes using genetic network programming. - Karla Taboada; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (GECCO, 2007)

Effects of passenger's arrival distribution to double-deck elevator group supervisory control systems using genetic network programming. - Lu Yu 005; Jin Zhou 002; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Sandor Markon (GECCO, 2007)

An approximate stability analysis of nonlinear systems described by Universal Learning Networks. - Kotaro Hirasawa; Shingo Mabu; Shinji Eto; Jinglu Hu (Appl. Soft Comput., 2007)

A Graph-Based Evolutionary Algorithm: Genetic Network Programming (GNP) and Its Extension Using Reinforcement Learning. - Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (Evol. Comput., 2007)

Genetic Network Programming with Actor-Critic. - Hiroyuki Hatakeyama; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2007)

Optimization Method RasID-GA for Numerical Constrained Optimization Problems. - DongKyu Sohn; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2007)

Adaptation and Self-Adaptation Mechanisms in Genetic Network Programming for Mining Association Rules. - Karla Taboada; Eloy Gonzales; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2007)

Double-Deck Elevator Group Supervisory Control System Using Genetic Network Programming with Ant Colony Optimization with Evaporation. - Lu Yu 005; Jin Zhou 002; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu; Sandor Markon (J. Adv. Comput. Intell. Intell. Informatics, 2007)

Real Time Updating Genetic Network Programming for adapting to the change of stock prices. - Yan Chen 008; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2008)

Evaluating class association rules using Genetic Relation Programming. - Eloy Gonzales; Karla Taboada; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2008)

Genetic Network Programming based data mining method for extracting fuzzy association rules. - Karla Taboada; Eloy Gonzales; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2008)

A personalized association rule ranking method based on semantic similarity and evolutionary computation. - Guangfei Yang; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2008)

Genetic Network Programming with rules. - Fengming Ye; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2008)

Double-deck elevator systems adaptive to traffic flows using Genetic Network Programming. - Jin Zhou 002; Lu Yu 005; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Sandor Markon (IEEE Congress on Evolutionary Computation, 2008)

Construction of portfolio optimization system using genetic network programming with control nodes. - Yan Chen 008; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (GECCO, 2008)

Stock trading strategies by genetic network programming with flag nodes. - Shingo Mabu; Yan Chen 008; Etsushi Ohkawa; Kotaro Hirasawa (GECCO, 2008)

Varying portfolio construction of stocks using genetic network programming with control nodes. - Etsushi Ohkawa; Yan Chen 008; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (GECCO, 2008)

Double-deck elevator system using genetic network programming with genetic operators based on pheromone information. - Lu Yu 005; Jin Zhou 002; Fengming Ye; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Sandor Markon (GECCO (Companion), 2008)

Solving Multi-Objective Optimization Problems by RasID-GA: Using an External Population in Genetic Operators. - Marina G. Ogata; DongKyu Sohn; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (HIS, 2008)

Double-Deck Elevator System Uing Genetic Network Programming with Genetic Operators Based on Pheromone Information. - Lu Yu 005; Jin Zhou 002; Fengming Ye; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (HIS, 2008)

Optimal route of road networks by dynamic programming. - Manoj Kanta Mainali; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (IJCNN, 2008)

Trading Rules on Stock Markets Using Genetic Network Programming with Sarsa Learning. - Yan Chen 008; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2008)

Optimal Route Based on Dynamic Programming for Road Networks. - Manoj Kanta Mainali; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2008)

A Global Optimization Method RasID-GA for Neural Network Training. - DongKyu Sohn; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2008)

Comparative Association Rules Mining Using Genetic Network Programming (GNP) with Attributes Accumulation Mechanism and its Application to Traffic Systems. - Wei Wei; Huiyu Zhou 002; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2008)

A Genetic Network Programming Based Method to Mine Generalized Association Rules with Ontology. - Guangfei Yang; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2008)

Time Related Association Rules Mining with Attributes Accumulation Mechanism and its Application to Traffic Prediction. - Huiyu Zhou 002; Wei Wei; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2008)

Constructing portfolio investment strategy based on Time Adapting Genetic Network Programming. - Yan Chen 008; Shingo Mabu; Etsushi Ohkawa; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2009)

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)

Genetic Network Programming for fuzzy association rule-based classification. - Karla Taboada; Shingo Mabu; Eloy Gonzales; Kaoru Shimada; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2009)

Genetic Network Programming with Rule Accumulation Considering Judgment Order. - Lutao Wang; Shingo Mabu; Fengming Ye; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2009)

Multi-car elevator group supervisory control system using Genetic Network Programming. - Lu Yu 005; Shingo Mabu; Tiantian Zhang; Shinji Eto; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2009)

Generalized Time Related Sequential Association rule mining and traffic prediction. - Huiyu Zhou 002; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2009)

Ranking association rules for classification based on genetic network programming. - Guangfei Yang; Shingo Mabu; Kaoru Shimada; Yunlu Gong; Kotaro Hirasawa (GECCO, 2009)

Backward time related association rule mining in trafficprediction using genetic network programming withdatabase rearrangement. - Huiyu Zhou 002; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (GECCO, 2009)

A Portfolio Selection Model using Genetic Relation Algorithm and Genetic Network Programming. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa (SMC, 2009)

Network Intrusion Detection using Fuzzy Class Association Rule Mining Based on Genetic Network Programming. - Ci Chen; Shingo Mabu; Chuan Yue; Kaoru Shimada; Kotaro Hirasawa (SMC, 2009)

Evolving Plural Programs by Genetic Network Programming with Multi-Start Nodes. - Shingo Mabu; Kotaro Hirasawa (SMC, 2009)

Fuzzy Classification Rule Minining Based on Genetic Network Programming Algorithm. - Karla Taboada; Shingo Mabu; Eloy Gonzales; Kaoru Shimada; Kotaro Hirasawa (SMC, 2009)

Multi-Routes Algorithm using Temperature Control of Boltzmann Distribution in Q value-based Dynamic Programming. - Shanqing Yu; Shingo Mabu; Manoj Kanta Mainali; Shinji Eto; Kaoru Shimada; Kotaro Hirasawa (SMC, 2009)

A Study on Energy Consumption of Elevator Group Supervisory Control Systems using Genetic Network Programming. - Lu Yu 005; Shingo Mabu; Tiantian Zhang; Kotaro Hirasawa; Tsuyoshi Ueno (SMC, 2009)

Backward Time Related Association Rule mining with Database Rearrangement in Traffic Volume Prediction. - Huiyu Zhou 002; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (SMC, 2009)

Study of multi-branch structure of Universal Learning Networks. - Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (Appl. Soft Comput., 2009)

Enhancing the generalization ability of neural networks through controlling the hidden layers. - Weishui Wan; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (Appl. Soft Comput., 2009)

A genetic network programming with learning approach for enhanced stock trading model. - Yan Chen 008; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Expert Syst. Appl., 2009)

A portfolio optimization model using Genetic Network Programming with control nodes. - Yan Chen 008; Etsushi Ohkawa; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Expert Syst. Appl., 2009)

Combination of Two Evolutionary Methods for Mining Association Rules in Large and Dense Databases. - Eloy Gonzales; Karla Taboada; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2009)

Global Optimal Routing Algorithm for Traffic Systems with Multiple ODs. - Yu Wang 023; Shingo Mabu; Shinji Eto; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2009)

Genetic Network Programming with Rule Accumulation and its Application to Tile-World Problem. - Lutao Wang; Shingo Mabu; Fengming Ye; Shinji Eto; Xuefeng Fan; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2009)

Genetic Network Programming with Rules. - Fengming Ye; Lu Yu 005; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2009)

Traffic Flow Prediction with Genetic Network Programming (GNP). - Huiyu Zhou 002; Shingo Mabu; Wei Wei; Kaoru Shimada; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2009)

A Study of Double-Deck Elevator Systems Using Genetic Network Programming with Reinforcement Learning. - Jin Zhou 002; Lu Yu 005; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Sandor Markon (J. Adv. Comput. Intell. Intell. Informatics, 2009)

Sequence Pattern Mining. - Huiyu Zhou 002; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (Foundations of Computational Intelligence (4), 2009)

A portfolio selection strategy using Genetic Relation Algorithm. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

Classification based on a multi-dimensional probability distribution and its application to network intrusion detection. - Shingo Mabu; Wenjing Li; Nannan Lu; Yu Wang 023; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

Guiding the evolution of Genetic Network Programming with reinforcement learning. - Qingbiao Meng; Shingo Mabu; Yu Wang 023; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

Genetic Network Programming with generalized rule accumulation. - Lutao Wang; Shingo Mabu; Qingbiao Meng; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

Multiple ODs routing algorithm for traffic systems using GA. - Yu Wang 023; Shingo Mabu; Qingbiao Meng; Manoj Kanta Mainali; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

A bidding strategy of multiple round auctions based on Genetic Network Programming. - Chuan Yue; Shingo Mabu; Donggeng Yu; Yu Wang 023; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

Generalized rule extraction and traffic prediction in the optimal route search. - Huiyu Zhou 002; Shingo Mabu; Xianneng Li; Kaoru Shimada; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2010)

Pruning association rules using statistics and genetic relation algoritm. - Eloy Gonzales; Shingo Mabu; Karla Taboada; Kotaro Hirasawa; Kaoru Shimada (GECCO, 2010)

Adjusting Class Association Rules from Global and Local Perspectives Based on Evolutionary Computation. - Guangfei Yang; Jiangning Wu; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (KSEM, 2010)

Tile-world - A case study of Genetic Network Programming with automatic program generation. - Bing Li; Shingo Mabu; Kotaro Hirasawa (SMC, 2010)

Evaluation on the robustness of Genetic Network Programming with reinforcement learning. - Shingo Mabu; Andre Tjahjadi; Siti Sendari; Kotaro Hirasawa (SMC, 2010)

Evolutionary approach for the traffic volume estimation of road sections. - Manoj Kanta Mainali; Kotaro Hirasawa; Shingo Mabu (SMC, 2010)

Optimal route planning with restrictions for car navigation systems. - Manoj Kanta Mainali; Shingo Mabu; Xianneng Li; Kotaro Hirasawa (SMC, 2010)

Genetic Network Programming with Sarsa Learning Based Nonuniform Mutation. - Qingbiao Meng; Shingo Mabu; Kotaro Hirasawa (SMC, 2010)

Asset selection in global financial markets using Genetic Network Programming. - Victor Parque; Shingo Mabu; Kotaro Hirasawa (SMC, 2010)

GNP-Sarsa with subroutines for trading rules on stock markets. - Yang Yang; Jianhua Li; Shingo Mabu; Kotaro Hirasawa (SMC, 2010)

Genetic Network Programming with new genetic operators. - Fengming Ye; Shingo Mabu; Lutao Wang; Kotaro Hirasawa (SMC, 2010)

Multi-car elevator system using Genetic Network Programming for high-rise building. - Lu Yu 005; Shingo Mabu; Kotaro Hirasawa (SMC, 2010)

Various temperature parameter control methods in Q value-based Dynamic Programming with Boltzmann Distribution. - Shanqing Yu; Shingo Mabu; Manoj Kanta Mainali; Kaoru Shimada; Kotaro Hirasawa (SMC, 2010)

Double-Deck Elevator Systems with idle cage assignment using Genetic Network Programming. - Lu Yu 005; Shingo Mabu; Jin Zhou 002; Shinji Eto; Kotaro Hirasawa (SMC, 2010)

Noise reduction using genetic algorithm based PCNN method. - Deng Zhang; Shingo Mabu; Kotaro Hirasawa (SMC, 2010)

Time related association rule mining with Accuracy Validation in traffic volume prediction with large scale simulator. - Huiyu Zhou 002; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (SMC, 2010)

A model of portfolio optimization using time adapting genetic network programming. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa (Comput. Oper. Res., 2010)

An Evolutionary Negotiation Model Using Genetic Network Programming. - Md. Tofazzal Hossain; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2010)

Genetic Network Programming with Estimation of Distribution Algorithms for Class Association Rule Mining in Traffic Prediction. - Xianneng Li; Shingo Mabu; Huiyu Zhou 002; Kaoru Shimada; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2010)

A Double-Deck Elevator Systems Controller with Idle Cage Assignment Algorithm Using Genetic Network Programming. - Shingo Mabu; Lu Yu 005; Jin Zhou 002; Shinji Eto; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2010)

A Novel Taxi Dispatch System Integrating a Multi-Customer Strategy and Genetic Network Programming. - Qingbiao Meng; Shingo Mabu; Lu Yu 005; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2010)

Evolving Asset Portfolios by Genetic Relation Algorithm. - Victor Parque; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2010)

A novel estimation of distribution algorithm using graph-based chromosome representation and reinforcement learning. - Xianneng Li; Bing Li; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2011)

Variable Size Genetic Network Programming with Binomial Distribution. - Bing Li; Xianneng Li; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2011)

Genetic Network Programming with updating rule accumulation. - Lutao Wang; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2011)

Pruning generalized rules for stock markets accumulated by Genetic Network Programming with Rule Accumulation. - Yafei Xing; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2011)

A sequential subspace face recognition framework using genetic-based clustering. - Deng Zhang; Shingo Mabu; Feng Wen; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2011)

Use of infeasible individuals in probabilistic model building genetic network programming. - Xianneng Li; Shingo Mabu; Kotaro Hirasawa (GECCO, 2011)

Enhanced rule extraction and classification mechanism of genetic network programming for stock trading signal generation. - Shingo Mabu; Kotaro Hirasawa (GECCO, 2011)

Genetic network programming with changing structures for a novel stock selection model. - Victor Parque; Shingo Mabu; Kotaro Hirasawa (GECCO (Companion), 2011)

A memory scheme for genetic network programming with adaptive mutation. - Fengming Ye; Shingo Mabu; Kotaro Hirasawa (GECCO (Companion), 2011)

Searching Interesting Association Rules Based on Evolutionary Computation. - Guangfei Yang; Yanzhong Dang; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (PAKDD Workshops, 2011)

Fuzzy genetic Network Programming with Reinforcement Learning for mobile robot navigation. - Siti Sendari; Shingo Mabu; Kotaro Hirasawa (SMC, 2011)

Dynamic traffic management model for real world road networks. - Shanqing Yu; Shingo Mabu; Manoj Kanta Mainali; Kaoru Shimada; Kotaro Hirasawa (SMC, 2011)

A bidding strategy for Continuous Double Auctions based on Genetic Network Programming with generalized judgments. - Chuan Yue; Shingo Mabu; Kotaro Hirasawa (SMC, 2011)

A supervised learning framework for PCA-based face recognition using GNP fuzzy data mining. - Deng Zhang; Shingo Mabu; Feng Wen; Kotaro Hirasawa (SMC, 2011)

Traffic prediction using time related association rules and vehicle routing. - Huiyu Zhou 002; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (SMC, 2011)

Efficient program generation by evolving graph structures with multi-start nodes. - Shingo Mabu; Kotaro Hirasawa (Appl. Soft Comput., 2011)

Genetic relation algorithm with guided mutation for the large-scale portfolio optimization. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa (Expert Syst. Appl., 2011)

A novel evolutionary method to search interesting association rules by keywords. - Guangfei Yang; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Expert Syst. Appl., 2011)

An evolutionary approach to rank class association rules with feedback mechanism. - Guangfei Yang; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Expert Syst. Appl., 2011)

Integrated Rule Mining Based on Fuzzy GNP and Probabilistic Classification for Intrusion Detection. - Nannan Lu; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2011)

No Time Limit and Time Limit Model of Multiple Round Dutch Auction Based on Genetic Network Programming. - Shingo Mabu; Donggeng Yu; Chuan Yue; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2011)

Fuzzy Genetic Network Programming with Noises for Mobile Robot Navigation. - Siti Sendari; Shingo Mabu; Andre Tjahjadi; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2011)

Multi-Order Rules Extraction by Genetic Network Programming with Rule Accumulation and its Application to Stock Trading Problems. - Yafei Xing; Shingo Mabu; Lian Yuzhu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2011)

Genetic Network Programming-Sarsa with Subroutines for Trading Rules on Stock Markets. - Yang Yang; Shingo Mabu; Jianhua Li; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2011)

Enhancing Bidding Strategy Using Genetic Network Programming in Agent-Based Multiple Round English Auction. - Chuan Yue; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2011)

An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming. - Shingo Mabu; Ci Chen; Nannan Lu; Kaoru Shimada; Kotaro Hirasawa (IEEE Trans. Syst. Man Cybern. Part C, 2011)

A continuous estimation of distribution algorithm by evolving graph structures using reinforcement learning. - Xianneng Li; Bing Li; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2012)

Towards automatic discovery and reuse of subroutines in Variable Size Genetic Network Programming. - Bing Li; Xianneng Li; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2012)

Rule accumulation method based on Credit Genetic Network Programming. - Lutao Wang; Wei Xu; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2012)

A multitasks learning approach to autonomous agent based on Genetic Network Programming. - Yang Yang; Shingo Mabu; Kotaro Hirasawa (IEEE Congress on Evolutionary Computation, 2012)

Q value-based Dynamic Programming with SARSA Learning for real time route guidance in large scale road networks. - Shanqing Yu; Jing Zhou; Bing Li; Shingo Mabu; Kotaro Hirasawa (IJCNN, 2012)

Integrated fuzzy GNP rule mining with distance-based classification for intrusion detection system. - Nannan Lu; Shingo Mabu; Tuo Wang; Kotaro Hirasawa (SMC, 2012)

A bidding strategy using genetic network programming with adjusting parameters for large-scale continuous double auction. - Chuan Yue; Shingo Mabu; Kotaro Hirasawa (SMC, 2012)

Erratum to "Genetic relation algorithm with guided mutation for the large-scale portfolio optimization" [Expert Systems with Applications 38 (4) (2011) 3353-3363]. - Yan Chen 008; Shingo Mabu; Kotaro Hirasawa (Expert Syst. Appl., 2012)

Adaptability analysis of genetic network programming with reinforcement learning in dynamically changing environments. - Shingo Mabu; Andre Tjahjadi; Kotaro Hirasawa (Expert Syst. Appl., 2012)

An Explicit Memory Scheme of Genetic Network Programming. - Shingo Mabu; Fengming Ye; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2012)

A Cooperative Coevolutionary Stock Trading Model Using Genetic Network Programming-Sarsa. - Yang Yang; Zhaoping He; Shingo Mabu; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2012)

A variable size mechanism of distributed graph programs for creating agent behaviors. - Shingo Mabu; Kotaro Hirasawa; Masanao Obayashi; Takashi Kuremoto (IEEE Congress on Evolutionary Computation, 2013)

A Model of Emotional Intelligent Agent for Cooperative Goal Exploration. - Takashi Kuremoto; Tetsuya Tsurusaki; Kunikazu Kobayashi; Shingo Mabu; Masanao Obayashi (ICIC (1), 2013)

Adaptive Control System Based on Self-Organizing Wavelet Neural Network with H8 Tracking Performance Compensator. - Masanao Obayashi; Takuya Kamikariya; Shogo Uchiyama; Shogo Watada; Takashi Kuremoto; Shingo Mabu; Kunikazu Kobayashi (SMC, 2013)

Enhanced decision making mechanism of rule-based genetic network programming for creating stock trading signals. - Shingo Mabu; Kotaro Hirasawa; Masanao Obayashi; Takashi Kuremoto (Expert Syst. Appl., 2013)

An Improved Reinforcement Learning System Using Affective Factors. - Takashi Kuremoto; Tetsuya Tsurusaki; Kunikazu Kobayashi; Shingo Mabu; Masanao Obayashi (Robotics, 2013)

How an Adaptive Learning Rate Benefits Neuro-Fuzzy Reinforcement Learning Systems. - Takashi Kuremoto; Masanao Obayashi; Kunikazu Kobayashi; Shingo Mabu (ICSI (1), 2014)

Ensemble learning of rule-based evolutionary algorithm using multi layer perceptron for stock trading models. - Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (SCIS&ISIS, 2014)

One dimensional ring type growing SOM with asymmetric neighborhood function and its application to a hand shape instruction learning system. - Takashi Kuremoto; Takuhiro Otani; Masanao Obayashi; Kunikazu Kobayashi; Shingo Mabu (SNPD, 2014)

A variable size mechanism of distributed graph programs and its performance evaluation in agent control problems. - Shingo Mabu; Kotaro Hirasawa; Masanao Obayashi; Takashi Kuremoto (Expert Syst. Appl., 2014)

One-D-R-A-G-SOM and its Application to a Hand Shape Instruction Learning System. - Takashi Kuremoto; Takuhiro Otani; Shingo Mabu; Masanao Obayashi; Kunikazu Kobayashi (Int. J. Networked Distributed Comput., 2014)

A Decision Making System of Robots Introducing a Re-construction of Emotions Based on Their Own Experiences. - Shogo Watada; Masanao Obayashi; Takashi Kuremoto; Shingo Mabu (J. Robotics Netw. Artif. Life, 2014)

The Recollection Characteristics of Generalized MCNN Using Different Control Methods. - Shun Watanabe; Takashi Kuremoto; Shingo Mabu; Masanao Obayashi; Kunikazu Kobayashi (J. Robotics Netw. Artif. Life, 2014)

A Novel Graph-Based Estimation of the Distribution Algorithm and its Extension Using Reinforcement Learning. - Xianneng Li; Shingo Mabu; Kotaro Hirasawa (IEEE Trans. Evol. Comput., 2014)

An Autonomous Mobile Robot with Functions of Action Learning, Memorizing, Recall and Identifying the Environment Using Gaussian Mixture Model. - Masanao Obayashi; Taiki Yamane; Takashi Kuremoto; Shingo Mabu; Kunikazu Kobayashi (ICONIP (1), 2015)

Evolutionary Rule Based Clustering for Making Fuzzy Object Oriented Database Models. - Wirarama Wedashwara; Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (IIAI-AAI, 2015)

An Extended Q Learning System with Emotion State to Make Up an Agent with Individuality. - Masanao Obayashi; Shunsuke Uto; Takashi Kuremoto; Shingo Mabu; Kunikazu Kobayashi (IJCCI (NCTA), 2015)

An Emotional Robot. - Masanao Obayashi; Shunsuke Uto; Takashi Kuremoto; Shingo Mabu; Kunikazu Kobayashi (IJCCI (Selected Papers), 2015)

Ensemble learning of rule-based evolutionary algorithm using multi-layer perceptron for supporting decisions in stock trading problems. - Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (Appl. Soft Comput., 2015)

A Class Association Rule Based Classifier Using Probability Density Functions for Intrusion Detection Systems. - Shingo Mabu; Wenjing Li; Kotaro Hirasawa (J. Adv. Comput. Intell. Intell. Informatics, 2015)

Reinforcement Learning with Symbiotic Relationships for Multiagent Environments. - Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2015)

On-line Rule Updating System Using Evolutionary Computation for Managing Distributed Database. - Wirarama Wedashwara; Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2015)

Leader-Follower Formation Control Using Cerebellar Perceptron Improved Model with Auto-structuring. - Masanao Obayashi; Takeshi Aridome; Takashi Kuremoto; Shingo Mabu (CSE/EUC/DCABES, 2016)

Deep Belief Network Using Reinforcement Learning and Its Applications to Time Series Forecasting. - Takaomi Hirata; Takashi Kuremoto; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (ICONIP (3), 2016)

RP-AG-SOM: A Growing Self-organizing Map with Assymetric Neighborhood Function and Variable Radius. - Takashi Kuremoto; Yuya Kuzukami; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (IntelliSys (1), 2016)

A random-forests-based classifier using class association rules and its application to an intrusion detection system. - Shingo Mabu; Shun Gotoh; Masanao Obayashi; Takashi Kuremoto (Artif. Life Robotics, 2016)

Combination of genetic network programming and knapsack problem to support record clustering on distributed databases. - Wirarama Wedashwara; Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (Expert Syst. Appl., 2016)

A hand shape instruction recognition and learning system using growing SOM with asymmetric neighborhood function. - Takashi Kuremoto; Takuhiro Otani; Masanao Obayashi; Kunikazu Kobayashi; Shingo Mabu (Neurocomputing, 2016)

An Evolutionary Algorithm for Making Decision Graphs for Classification Problems. - Shingo Mabu; Masanao Obayashi; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2016)

An Optimization of Spatio-Spectral Filter Bank Design for EEG Classification. - Masanao Obayashi; Takuya Geshi; Takashi Kuremoto; Shingo Mabu (J. Robotics Netw. Artif. Life, 2016)

Leader-Follower Adaptive Formation Control without Observation of Agent's Velocity Using Wavelet Neural Network. - Masanao Obayashi; Takeshi Aridome; Takashi Kuremoto; Shingo Mabu (ICMLC, 2017)

Improving the robustness of GNP-PCA using the multiagent system. - Shanqing Yu; Deng Zhang; Shingo Mabu; Jinyin Chen; Kotaro Hirasawa (Appl. Soft Comput., 2017)

Unsupervised class labeling of diffuse lung diseases using frequent attribute patterns. - Shingo Mabu; Masanao Obayashi; Takashi Kuremoto; Noriaki Hashimoto; Yasushi Hirano; Shoji Kido (Int. J. Comput. Assist. Radiol. Surg., 2017)

A Rule-Based Classification System Enhanced by Multi-Objective Genetic Algorithm. - Shingo Mabu; Kenzoh Azakami; Masanao Obayashi; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2017)

A Visual System of Citrus Picking Robot Using Convolutional Neural Networks. - Yan-Ping Liu; Chang-Hui Yang; Huang Ling; Shingo Mabu; Takashi Kuremoto (ICSAI, 2018)

Opacity annotation of diffuse lung diseases using deep convolutional neural network with multi-channel information. - Shingo Mabu; Shoji Kido; Noriaki Hashimoto; Yasushi Hirano; Takashi Kuremoto (Computer-Aided Diagnosis, 2018)

Forecasting Real Time Series Data using Deep Belief Net and Reinforcement Learning. - Takaomi Hirata; Takashi Kuremoto; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (J. Robotics Netw. Artif. Life, 2018)

Enhancing EEG Signals Recognition Using ROC Curve. - Takashi Kuremoto; Yuki Baba; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (J. Robotics Netw. Artif. Life, 2018)

Unsupervised Image Classification Using Multi-Autoencoder and K-means++. - Shingo Mabu; Kyoichiro Kobayashi; Masanao Obayashi; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2018)

Summarizing Articles into Sentences by Hierarchical Attention Model and RNN Language Model. - Takashi Kuremoto; Takuji Tsuruda; Shingo Mabu (CISP-BMEI, 2019)

An Improved Fuzzy Neural Network for Reinforcement Learning. - Takashi Kuremoto; Hiroki Matsusaka; Masanao Obayashi; Shingo Mabu; Kunikazu Kobayashi (ICBDR, 2019)

Disaster Area Detection from Synthetic Aperture Radar Images Using Convolutional Autoencoder and One-class SVM. - Shingo Mabu; Kohki Fujita; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2019)

Automatic Classification of Respiratory Sounds Based on Convolutional Neural Network with Multi Images. - Koki Minami; Huimin Lu 001; Tohru Kamiya; Shingo Mabu; Shoji Kido (ICBSP, 2020)

Investigating the Effects of Transfer Learning on ROI-based Classification of Chest CT Images: A Case Study on Diffuse Lung Diseases. - Shingo Mabu; Ami Atsumo; Shoji Kido; Takashi Kuremoto; Yasushi Hirano (J. Signal Process. Syst., 2020)

Search Heuristics for the Optimization of DBN for Time Series Forecasting. - Takashi Kuremoto; Takaomi Hirata; Masanao Obayashi; Kunikazu Kobayashi; Shingo Mabu (Deep Neural Evolution, 2020)

Object Detection for Chest X-ray Image Diagnosis Using Deep Learning with Pseudo Labeling. - Thanawit Gerdprasert; Shingo Mabu (IWCIA, 2021)

Semi-supervised CycleGAN for domain transformation of chest CT images and its application to opacity classification of diffuse lung diseases. - Shingo Mabu; Masashi Miyake; Takashi Kuremoto; Shoji Kido (Int. J. Comput. Assist. Radiol. Surg., 2021)

Classification of respiratory sounds using improved convolutional recurrent neural network. - Naoki Asatani; Tohru Kamiya; Shingo Mabu; Shoji Kido (Comput. Electr. Eng., 2021)

Anomaly Detection Using Convolutional Adversarial Autoencoder and One-class SVM for Landslide Area Detection from Synthetic Aperture Radar Images. - Shingo Mabu; Soichiro Hirata; Takashi Kuremoto (J. Robotics Netw. Artif. Life, 2021)

Segmentation of liver tumors in multiphase computed tomography images using hybrid method. - Jiaqi Wu; Muki Furuzuki; Guangxu Li; Tohru Kamiya; Shingo Mabu; Masahiro Tanabe; Katsuyoshi Ito; Shoji Kido (Comput. Electr. Eng., 2022)

Segmentation of Lung Nodules on CT Images Using a Nested Three-Dimensional Fully Connected Convolutional Network. - Shoji Kido; Shunske Kidera; Yasushi Hirano; Shingo Mabu; Tohru Kamiya; Nobuyuki Tanaka; Yuki Suzuki; Yanagawa Masahiro; Noriyuki Tomiyama (Frontiers Artif. Intell., 2022)

Pseudo-Labeling With Contrastive Perturbation Using CNN & ViT for Chest X-ray Classification. - Thanawit Gerdprasert; Shingo Mabu (IWCIA, 2023)

Interpretable Anomaly Detection for Lung Sounds Using Topology. - Ryosuke Wakamoto; Shingo Mabu (ICAIIC, 2023)

SAUNet++: an automatic segmentation model of COVID-19 lesion from CT slices. - Hanguang Xiao; Zhiqiang Ran; Shingo Mabu; Yuewei Li; Li Li 099 (Vis. Comput., 2023)

Multi-Modal Contrastive Learning for Medical Image Classification with Limited Training Data. - Shengzhe Jiao; Yihong Zhang 001; Yuanyuan Wang 003; Shingo Mabu; Haoyang Xia; Takahiro Hara (ICMLA, 2024)

Emotion Detection on Fraudulent Accounts Using BERT and Kleinberg's Burst Algorithms in Indonesian Text. - Muhammad Asri Safi'ie; Kunhao Yang; Shingo Mabu (INISTA, 2024)

Domain transformation using semi-supervised CycleGAN for improving performance of classifying thyroid tissue images. - Yoshihito Ichiuji; Shingo Mabu; Satomi Hatta; Kunihiro Inai; Shohei Higuchi; Shoji Kido (Int. J. Comput. Assist. Radiol. Surg., 2024)

Liver fibrosis stage classification in stacked microvascular images based on deep learning. - Daisuke Miura; Hiromi Suenaga; Rino Hiwatashi; Shingo Mabu (BMC Medical Imaging, 2025)