| 2025 | SMC | Classification of Respiratory Sounds Based on Hybrid Convolutional Recurrent Neural Network. | Naoki Asatani, Tohru Kamiya, Shingo Mabu, Shoji Kido |
| 2024 | ICMLA | Multi-Modal Contrastive Learning for Medical Image Classification with Limited Training Data. | Shengzhe Jiao, Yihong Zhang, Yuanyuan Wang, Shingo Mabu, Haoyang Xia, Takahiro Hara |
| 2024 | INISTA | Emotion Detection on Fraudulent Accounts Using BERT and Kleinberg's Burst Algorithms in Indonesian Text. | Muhammad Asri Safi'ie, Kunhao Yang, Shingo Mabu |
| 2016 | ICONIP | Deep Belief Network Using Reinforcement Learning and Its Applications to Time Series Forecasting. | Takaomi Hirata, Takashi Kuremoto, Masanao Obayashi, Shingo Mabu, Kunikazu Kobayashi |
| 2015 | ICONIP | 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 |
| 2015 | IJCCI | 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 |
| 2015 | IJCCI | An Emotional Robot. | Masanao Obayashi, Shunsuke Uto, Takashi Kuremoto, Shingo Mabu, Kunikazu Kobayashi |
| 2014 | SNPD | 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 |
| 2013 | CEC | A variable size mechanism of distributed graph programs for creating agent behaviors. | Shingo Mabu, Kotaro Hirasawa, Masanao Obayashi, Takashi Kuremoto |
| 2013 | SMC | 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 |
| 2012 | CEC | A continuous estimation of distribution algorithm by evolving graph structures using reinforcement learning. | Xianneng Li, Bing Li, Shingo Mabu, Kotaro Hirasawa |
| 2012 | CEC | Towards automatic discovery and reuse of subroutines in Variable Size Genetic Network Programming. | Bing Li, Xianneng Li, Shingo Mabu, Kotaro Hirasawa |
| 2012 | CEC | Rule accumulation method based on Credit Genetic Network Programming. | Lutao Wang, Wei Xu, Shingo Mabu, Kotaro Hirasawa |
| 2012 | CEC | A multitasks learning approach to autonomous agent based on Genetic Network Programming. | Yang Yang, Shingo Mabu, Kotaro Hirasawa |
| 2012 | IJCNN | 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 |
| 2012 | SMC | Integrated fuzzy GNP rule mining with distance-based classification for intrusion detection system. | Nannan Lu, Shingo Mabu, Tuo Wang, Kotaro Hirasawa |
| 2012 | SMC | A bidding strategy using genetic network programming with adjusting parameters for large-scale continuous double auction. | Chuan Yue, Shingo Mabu, Kotaro Hirasawa |
| 2011 | CEC | A novel estimation of distribution algorithm using graph-based chromosome representation and reinforcement learning. | Xianneng Li, Bing Li, Shingo Mabu, Kotaro Hirasawa |
| 2011 | CEC | Variable Size Genetic Network Programming with Binomial Distribution. | Bing Li, Xianneng Li, Shingo Mabu, Kotaro Hirasawa |
| 2011 | CEC | Genetic Network Programming with updating rule accumulation. | Lutao Wang, Shingo Mabu, Kotaro Hirasawa |
| 2011 | CEC | Pruning generalized rules for stock markets accumulated by Genetic Network Programming with Rule Accumulation. | Yafei Xing, Shingo Mabu, Kotaro Hirasawa |
| 2011 | CEC | A sequential subspace face recognition framework using genetic-based clustering. | Deng Zhang, Shingo Mabu, Feng Wen, Kotaro Hirasawa |
| 2011 | GECCO | Use of infeasible individuals in probabilistic model building genetic network programming. | Xianneng Li, Shingo Mabu, Kotaro Hirasawa |
| 2011 | GECCO | Enhanced rule extraction and classification mechanism of genetic network programming for stock trading signal generation. | Shingo Mabu, Kotaro Hirasawa |
| 2011 | GECCO | Genetic network programming with changing structures for a novel stock selection model. | Victor Parque, Shingo Mabu, Kotaro Hirasawa |
| 2011 | GECCO | A memory scheme for genetic network programming with adaptive mutation. | Fengming Ye, Shingo Mabu, Kotaro Hirasawa |
| 2011 | PAKDD | Searching Interesting Association Rules Based on Evolutionary Computation. | Guangfei Yang, Yanzhong Dang, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2011 | SMC | Fuzzy genetic Network Programming with Reinforcement Learning for mobile robot navigation. | Siti Sendari, Shingo Mabu, Kotaro Hirasawa |
| 2011 | SMC | A bidding strategy for Continuous Double Auctions based on Genetic Network Programming with generalized judgments. | Chuan Yue, Shingo Mabu, Kotaro Hirasawa |
| 2011 | SMC | Dynamic traffic management model for real world road networks. | Shanqing Yu, Shingo Mabu, Manoj Kanta Mainali, Kaoru Shimada, Kotaro Hirasawa |
| 2011 | SMC | A supervised learning framework for PCA-based face recognition using GNP fuzzy data mining. | Deng Zhang, Shingo Mabu, Feng Wen, Kotaro Hirasawa |
| 2011 | SMC | Traffic prediction using time related association rules and vehicle routing. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | CEC | A portfolio selection strategy using Genetic Relation Algorithm. | Yan Chen, Shingo Mabu, Kotaro Hirasawa |
| 2010 | CEC | Genetic Network Programming with Estimation of Distribution Algorithms for class association rule mining in traffic prediction. | Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | CEC | Classification based on a multi-dimensional probability distribution and its application to network intrusion detection. | Shingo Mabu, Wenjing Li, Nannan Lu, Yu Wang, Kotaro Hirasawa |
| 2010 | CEC | Guiding the evolution of Genetic Network Programming with reinforcement learning. | Qingbiao Meng, Shingo Mabu, Yu Wang, Kotaro Hirasawa |
| 2010 | CEC | Genetic Network Programming with generalized rule accumulation. | Lutao Wang, Shingo Mabu, Qingbiao Meng, Kotaro Hirasawa |
| 2010 | CEC | Multiple ODs routing algorithm for traffic systems using GA. | Yu Wang, Shingo Mabu, Qingbiao Meng, Manoj Kanta Mainali, Kotaro Hirasawa |
| 2010 | CEC | A bidding strategy of multiple round auctions based on Genetic Network Programming. | Chuan Yue, Shingo Mabu, Donggeng Yu, Yu Wang, Kotaro Hirasawa |
| 2010 | CEC | Generalized rule extraction and traffic prediction in the optimal route search. | Huiyu Zhou, Shingo Mabu, Xianneng Li, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | GECCO | Pruning association rules using statistics and genetic relation algoritm. | Eloy Gonzales, Shingo Mabu, Karla Taboada, Kotaro Hirasawa, Kaoru Shimada |
| 2010 | GECCO | A double-deck elevator systems controller with idle cage assignment algorithm using genetic network programming. | Lu Yu, Shingo Mabu, Jin Zhou, Shinji Eto, Kotaro Hirasawa |
| 2010 | KSEM | Adjusting Class Association Rules from Global and Local Perspectives Based on Evolutionary Computation. | Guangfei Yang, Jiangning Wu, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | SMC | Tile-world - A case study of Genetic Network Programming with automatic program generation. | Bing Li, Shingo Mabu, Kotaro Hirasawa |
| 2010 | SMC | Evaluation on the robustness of Genetic Network Programming with reinforcement learning. | Shingo Mabu, Andre Tjahjadi, Siti Sendari, Kotaro Hirasawa |
| 2010 | SMC | Evolutionary approach for the traffic volume estimation of road sections. | Manoj Kanta Mainali, Kotaro Hirasawa, Shingo Mabu |
| 2010 | SMC | Optimal route planning with restrictions for car navigation systems. | Manoj Kanta Mainali, Shingo Mabu, Xianneng Li, Kotaro Hirasawa |
| 2010 | SMC | Genetic Network Programming with Sarsa Learning Based Nonuniform Mutation. | Qingbiao Meng, Shingo Mabu, Kotaro Hirasawa |
| 2010 | SMC | Asset selection in global financial markets using Genetic Network Programming. | Victor Parque, Shingo Mabu, Kotaro Hirasawa |
| 2010 | SMC | GNP-Sarsa with subroutines for trading rules on stock markets. | Yang Yang, Jianhua Li, Shingo Mabu, Kotaro Hirasawa |
| 2010 | SMC | Genetic Network Programming with new genetic operators. | Fengming Ye, Shingo Mabu, Lutao Wang, Kotaro Hirasawa |
| 2010 | SMC | Multi-car elevator system using Genetic Network Programming for high-rise building. | Lu Yu, Shingo Mabu, Kotaro Hirasawa |
| 2010 | SMC | 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 |
| 2010 | SMC | Double-Deck Elevator Systems with idle cage assignment using Genetic Network Programming. | Lu Yu, Shingo Mabu, Jin Zhou, Shinji Eto, Kotaro Hirasawa |
| 2010 | SMC | Noise reduction using genetic algorithm based PCNN method. | Deng Zhang, Shingo Mabu, Kotaro Hirasawa |
| 2010 | SMC | Time related association rule mining with Accuracy Validation in traffic volume prediction with large scale simulator. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | CEC | Constructing portfolio investment strategy based on Time Adapting Genetic Network Programming. | Yan Chen, Shingo Mabu, Etsushi Ohkawa, Kotaro Hirasawa |
| 2009 | CEC | Mining multi-class datasets using Genetic Relation Algorithm for rule reduction. | Eloy Gonzales, Shingo Mabu, Karla Taboada, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | CEC | Genetic Network Programming for fuzzy association rule-based classification. | Karla Taboada, Shingo Mabu, Eloy Gonzales, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | CEC | Genetic Network Programming with Rule Accumulation Considering Judgment Order. | Lutao Wang, Shingo Mabu, Fengming Ye, Kotaro Hirasawa |
| 2009 | CEC | Multi-car elevator group supervisory control system using Genetic Network Programming. | Lu Yu, Shingo Mabu, Tiantian Zhang, Shinji Eto, Kotaro Hirasawa |
| 2009 | CEC | Generalized Time Related Sequential Association rule mining and traffic prediction. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | GECCO | Ranking association rules for classification based on genetic network programming. | Guangfei Yang, Shingo Mabu, Kaoru Shimada, Yunlu Gong, Kotaro Hirasawa |
| 2009 | GECCO | Backward time related association rule mining in trafficprediction using genetic network programming withdatabase rearrangement. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | SMC | A Portfolio Selection Model using Genetic Relation Algorithm and Genetic Network Programming. | Yan Chen, Shingo Mabu, Kotaro Hirasawa |
| 2009 | SMC | Network Intrusion Detection using Fuzzy Class Association Rule Mining Based on Genetic Network Programming. | Ci Chen, Shingo Mabu, Chuan Yue, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | SMC | Evolving Plural Programs by Genetic Network Programming with Multi-Start Nodes. | Shingo Mabu, Kotaro Hirasawa |
| 2009 | SMC | Fuzzy Classification Rule Minining Based on Genetic Network Programming Algorithm. | Karla Taboada, Shingo Mabu, Eloy Gonzales, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | SMC | 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 |
| 2009 | SMC | A Study on Energy Consumption of Elevator Group Supervisory Control Systems using Genetic Network Programming. | Lu Yu, Shingo Mabu, Tiantian Zhang, Kotaro Hirasawa, Tsuyoshi Ueno |
| 2009 | SMC | Backward Time Related Association Rule mining with Database Rearrangement in Traffic Volume Prediction. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | CEC | Real Time Updating Genetic Network Programming for adapting to the change of stock prices. | Yan Chen, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | CEC | Evaluating class association rules using Genetic Relation Programming. | Eloy Gonzales, Karla Taboada, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2008 | CEC | Genetic Network Programming based data mining method for extracting fuzzy association rules. | Karla Taboada, Eloy Gonzales, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2008 | CEC | 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, Kotaro Hirasawa |
| 2008 | CEC | A personalized association rule ranking method based on semantic similarity and evolutionary computation. | Guangfei Yang, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2008 | CEC | Genetic Network Programming with rules. | Fengming Ye, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | CEC | Time related association rules mining with attributes accumulation mechanism and its application to traffic prediction. | Huiyu Zhou, Wei Wei, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2008 | CEC | Double-deck elevator systems adaptive to traffic flows using Genetic Network Programming. | Jin Zhou, Lu Yu, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, Sandor Markon |
| 2008 | GECCO | Construction of portfolio optimization system using genetic network programming with control nodes. | Yan Chen, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | GECCO | Stock trading strategies by genetic network programming with flag nodes. | Shingo Mabu, Yan Chen, Etsushi Ohkawa, Kotaro Hirasawa |
| 2008 | GECCO | Varying portfolio construction of stocks using genetic network programming with control nodes. | Etsushi Ohkawa, Yan Chen, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | GECCO | Double-deck elevator system using genetic network programming with genetic operators based on pheromone information. | Lu Yu, Jin Zhou, Fengming Ye, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, Sandor Markon |
| 2008 | HIS | 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 |
| 2008 | HIS | Double-Deck Elevator System Uing Genetic Network Programming with Genetic Operators Based on Pheromone Information. | Lu Yu, Jin Zhou, Fengming Ye, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | IJCNN | Optimal route of road networks by dynamic programming. | Manoj Kanta Mainali, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2007 | CEC | Genetic network programming with sarsa learning and its application to creating stock trading rules. | Yan Chen, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2007 | CEC | Genetic Network Programming with control nodes. | Shinji Eto, Shingo Mabu, Kotaro Hirasawa, Takayuki Huruzuki |
| 2007 | CEC | 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 |
| 2007 | CEC | Stock trading rules using genetic network programming with actor-critic. | Shingo Mabu, Yan Chen, Kotaro Hirasawa, Jinglu Hu |
| 2007 | CEC | Training of Multi-Branch Neural Networks using RasID-GA. | DongKyu Sohn, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa, Jinglu Hu |
| 2007 | CEC | Mining association rules from databases with continuous attributes using genetic network programming. | Karla Taboada, Eloy Gonzales, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2007 | CEC | Mining equalized association rules from multi concept layers of ontology using Genetic Network Programming. | Guangfei Yang, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2007 | CEC | Double-deck Elevator Group Supervisory Control System using Genetic Network Programming with Ant Colony Optimization. | Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon |
| 2007 | CEC | Double-deck elevator systems using Genetic Network Programming with reinforcement learning. | Jin Zhou, Lu Yu, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon |
| 2007 | GECCO | Trading rules on stock markets using genetic network programming with sarsa learning. | Yan Chen, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2007 | GECCO | 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 |
| 2007 | GECCO | Genetic network programming with actor-critic and its application to stock trading model. | Shingo Mabu, Yan Chen, Kotaro Hirasawa, Jinglu Hu |
| 2007 | GECCO | Association rule mining for continuous attributes using genetic network programming. | Karla Taboada, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2007 | GECCO | Effects of passenger's arrival distribution to double-deck elevator group supervisory control systems using genetic network programming. | Lu Yu, Jin Zhou, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon |
| 2006 | CEC | An Extension of Genetic Network Programming with Reinforcement Learning Using Actor-Critic. | Hiroyuki Hatakeyama, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2006 | CEC | Trading Rules on the Stock Markets using Genetic Network Programming with Candlestick Chart. | Yoshihiro Izumi, Tokiyo Yamaguchi, Shingo Mabu, Kotaro Hirasawa, Jingle Hu |
| 2006 | CEC | Genetic Network Programming with Reinforcement Learning Using Sarsa Algorithm. | Shingo Mabu, Hiroyuki Hatakeyama, Kotaro Hirasawa, Jinglu Hu |
| 2006 | CEC | RasID-GA with Simplex Crossover(SPX) for Optimization problems. | DongKyu Sohn, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2006 | CEC | A study of applying Genetic Network Programming with Reinforcement Learning to Elevator Group Supervisory Control System. | Jin Zhou, Toru Eguchi, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Sandor Markon |
| 2004 | GECCO | Genetic Network Programming with Reinforcement Learning and Its Performance Evaluation. | Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2003 | CEC | Genetic network programming with learning and evolution for adapting to dynamical environments. | Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2002 | CEC | Online learning of genetic network programming (GNP). | Shingo Mabu, Kotaro Hirasawa, Jinglu Hu, Junichi Murata |