| 2026 | DATA | Exceptional Itemsets with Statistical Background Discovered by Evolutionary Computation. | Kei Arai, Kaoru Shimada |
| 2026 | DATA | Individual-Level Probabilistic Model Integrating Rule Representation and Logistic Curves. | Akari Oda, Yoichi Seki, Kaoru Shimada |
| 2025 | GECCO | Combining Feature Space Refinement and Outcome Accumulation Type Evolutionary Rule Discovery. | Tomonori Obana, Kaoru Shimada |
| 2025 | GECCO | Itemsets with Approximate Logistic Curve as Statistical Background. | Akari Oda, Kaoru Shimada |
| 2023 | DaWaK | Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables. | Kaoru Shimada, Shogo Matsuno, Shota Saito |
| 2022 | GECCO | Evolutionary operation setting for outcome accumulation type evolutionary rule discovery method. | Shogo Matsuno, Kaoru Shimada |
| 2021 | ICTAI | Evolutionary Method for Two-dimensional Associative Local Distribution Rule Mining. | Kaoru Shimada, Takaaki Arahira, Shogo Matsuno |
| 2018 | SMC | Exceptional Association Rule Set Discovery from Community-Dwelling Elderly People Database. | Kaoru Shimada, Hisae Aoki, Keiko Kubota, Satoru Haresaku, Shinsuke Mizutani, Toru Naito, Michio Ueno |
| 2011 | GECCO | Evolving associative classifier for incomplete database using genetic network programming. | Kaoru Shimada, Kotaro Hirasawa |
| 2011 | PAKDD | Searching Interesting Association Rules Based on Evolutionary Computation. | Guangfei Yang, Yanzhong Dang, Shingo Mabu, Kaoru Shimada, 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 | Traffic prediction using time related association rules and vehicle routing. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, 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 | 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 method of association rule analysis for incomplete database using genetic network programming. | Kaoru Shimada, 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | 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 | Association rule mining for continuous attributes using genetic network programming. | Karla Taboada, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa, Jinglu Hu |
| 2006 | SMC | Class Association Rule Mining with Chi-Squared Test Using Genetic Network Programming. | Kaoru Shimada, Kotaro Hirasawa, Jinglu Hu |