Genetic Network Programming with Acquisition Mechanisms of Association Rules in Dense Database. - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (CIMCA/IAWTIC, 2005)

Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming. - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (ICDM, 2006)

Class Association Rule Mining with Chi-Squared Test Using Genetic Network Programming. - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (SMC, 2006)

Genetic Network Programming with Acquisition Mechanisms of Association Rules. - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2006)

Alternate Genetic Network Programming with Association Rules Acquisition Mechanisms Between Attribute Families. - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (J. Adv. Comput. Intell. Intell. Informatics, 2006)

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)

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)

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)

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

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)

Exceptional Association Rule Mining Using Genetic Network Programming. - Kaoru Shimada; Kotaro Hirasawa (DMIN, 2008)

Construction of portfolio optimization system using genetic network programming with control nodes. - Yan Chen 008; Shingo Mabu; Kaoru Shimada; 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)

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)

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)

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)

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)

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)

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)

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)

A method of association rule analysis for incomplete database using genetic network programming. - Kaoru Shimada; Kotaro Hirasawa (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)

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)

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)

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)

Evolving associative classifier for incomplete database using genetic network programming. - Kaoru Shimada; 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)

Dynamic traffic management model for real world road networks. - Shanqing Yu; Shingo Mabu; Manoj Kanta Mainali; Kaoru Shimada; 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)

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)

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)

An Evolving Associative Classifier for Incomplete Database. - Kaoru Shimada (ICDM, 2012)

An Evolutionary Method for Associative Local Distribution Rule Mining. - Kaoru Shimada; Takashi Hanioka (ICDM, 2013)

An Evolutionary Method for Exceptional Association Rule Set Discovery from Incomplete Database. - Kaoru Shimada; Takashi Hanioka (ITBAM, 2014)

An Evolutionary Rule Mining Method for Continuous Value Prediction from Incomplete Database and Its Application Utilizing Artificial Missing Values. - Kaoru Shimada; Takaaki Arahira; Takashi Hanioka (BigDataService, 2015)

An Evolutionary Method for Associative Contrast Rule Mining from Incomplete Database. - Kaoru Shimada; Takashi Hanioka (J. Adv. Comput. Intell. Intell. Informatics, 2015)

Exceptional Association Rule Set Mining from Oral Health Assessment Database. - Kaoru Shimada; Satoshi Noguchi; Michiko Makino; Toru Naito (ICMMI, 2017)

Association Rule-based Classifier Using Artificial Missing Values. - Kaoru Shimada; Takaaki Arahira; Takashi Hanioka (ICDM, 2017)

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 (SMC, 2018)

Evolutionary Method to Discover Itemsets with Statistically Distinctive Backgrounds. - Kaoru Shimada; Takaaki Arahira; Shogo Matsuno (AIKE, 2021)

Evolutionary Method for Two-dimensional Associative Local Distribution Rule Mining. - Kaoru Shimada; Takaaki Arahira; Shogo Matsuno (ICTAI, 2021)

Evolutionary operation setting for outcome accumulation type evolutionary rule discovery method. - Shogo Matsuno; Kaoru Shimada (GECCO Companion, 2022)

ItemSB: Itemsets with Statistically Distinctive Backgrounds Discovered by Evolutionary Method. - Kaoru Shimada; Takaaki Arahira; Shogo Matsuno (Int. J. Semantic Comput., 2022)

Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables. - Kaoru Shimada; Shogo Matsuno; Shota Saito (DaWaK, 2023)