Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables - Kaoru Shimada; Shogo Matsuno; Shota Saito (Big Data Analytics and Knowledge Discovery - 25th International Conference, DaWaK 2023, Penang, Malaysia, August 28-30, 2023, Proceedings, 2023)

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

Evolutionary operation setting for outcome accumulation type evolutionary rule discovery method - Shogo Matsuno; Kaoru Shimada (GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9 - 13, 2022, 2022)

Evolutionary Method to Discover Itemsets with Statistically Distinctive Backgrounds - Kaoru Shimada; Takaaki Arahira; Shogo Matsuno (Fourth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, AIKE 2021, Laguna Hills, CA, USA, December 1-3, 2021, 2021)

Evolutionary Method for Two-dimensional Associative Local Distribution Rule Mining - Kaoru Shimada; Takaaki Arahira; Shogo Matsuno (33rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2021, Washington, DC, USA, November 1-3, 2021, 2021)

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 (IEEE International Conference on Systems, Man, and Cybernetics, SMC 2018, Miyazaki, Japan, October 7-10, 2018, 2018)

Exceptional Association Rule Set Mining from Oral Health Assessment Database - Kaoru Shimada; Satoshi Noguchi; Michiko Makino; Toru Naito (Man-Machine Interactions 5 - 5th International Conference on Man-Machine Interactions, ICMMI 2017, Kraków, Poland, October 3-6, 2017, 2017)

Association Rule-based Classifier Using Artificial Missing Values - Kaoru Shimada; Takaaki Arahira; Takashi Hanioka (Advances in Data Mining. Applications and Theoretical Aspects - 17th Industrial Conference, ICDM 2017, New York, NY, USA, July 12-13, 2017, Proceedings, 2017)

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

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 (First IEEE International Conference on Big Data Computing Service and Applications, BigDataService 2015, Redwood City, CA, USA, March 30 - April 2, 2015, 2015)

An Evolutionary Method for Exceptional Association Rule Set Discovery from Incomplete Database - Kaoru Shimada; Takashi Hanioka (Information Technology in Bio- and Medical Informatics - 5th International Conference, ITBAM 2014, Munich, Germany, September 2, 2014. Proceedings, 2014)

An Evolutionary Method for Associative Local Distribution Rule Mining - Kaoru Shimada; Takashi Hanioka (Advances in Data Mining. Applications and Theoretical Aspects - 13th Industrial Conference, ICDM 2013, New York, NY, USA, July 16-21, 2013. Proceedings, 2013)

An Evolving Associative Classifier for Incomplete Database - Kaoru Shimada (Advances in Data Mining. Applications and Theoretical Aspects - 12th Industrial Conference, ICDM 2012, Berlin, Germany, July 13-20, 2012. Proceedings, 2012)

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)

Evolving associative classifier for incomplete database using genetic network programming - Kaoru Shimada; Kotaro Hirasawa (13th Annual Genetic and Evolutionary Computation Conference, GECCO 2011, Companion Material Proceedings, Dublin, Ireland, July 12-16, 2011, 2011)

Searching Interesting Association Rules Based on Evolutionary Computation - Guangfei Yang; Yanzhong Dang; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (New Frontiers in Applied Data Mining - PAKDD 2011 International Workshops, Shenzhen, China, May 24-27, 2011, Revised Selected Papers, 2011)

Dynamic traffic management model for real world road networks - Shanqing Yu; Shingo Mabu; Manoj Kanta Mainali; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011, 2011)

Traffic prediction using time related association rules and vehicle routing - Huiyu Zhou; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Anchorage, Alaska, USA, October 9-12, 2011, 2011)

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 (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; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010, 2010)

Generalized rule extraction and traffic prediction in the optimal route search - Huiyu Zhou; Shingo Mabu; Xianneng Li; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2010, Barcelona, Spain, 18-23 July 2010, 2010)

Pruning association rules using statistics and genetic relation algoritm - Eloy Gonzales; Shingo Mabu; Karla Taboada; Kotaro Hirasawa; Kaoru Shimada (Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010, 2010)

A method of association rule analysis for incomplete database using genetic network programming - Kaoru Shimada; Kotaro Hirasawa (Genetic and Evolutionary Computation Conference, GECCO 2010, Proceedings, Portland, Oregon, USA, July 7-11, 2010, 2010)

Adjusting Class Association Rules from Global and Local Perspectives Based on Evolutionary Computation - Guangfei Yang; Jiangning Wu; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Knowledge Science, Engineering and Management, 4th International Conference, KSEM 2010, Belfast, Northern Ireland, UK, September 1-3, 2010. Proceedings, 2010)

Time related association rule mining with Accuracy Validation in traffic volume prediction with large scale simulator - Huiyu Zhou; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, 10-13 October 2010, 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 (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Istanbul, Turkey, 10-13 October 2010, 2010)

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

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

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

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

Genetic Network Programming for fuzzy association rule-based classification - Karla Taboada; Shingo Mabu; Eloy Gonzales; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009, 2009)

Generalized Time Related Sequential Association rule mining and traffic prediction - Huiyu Zhou; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009, 2009)

Mining multi-class datasets using Genetic Relation Algorithm for rule reduction - Eloy Gonzales; Shingo Mabu; Karla Taboada; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2009, Trondheim, Norway, 18-21 May, 2009, 2009)

Backward time related association rule mining in trafficprediction using genetic network programming withdatabase rearrangement - Huiyu Zhou; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, 2009)

Ranking association rules for classification based on genetic network programming - Guangfei Yang; Shingo Mabu; Kaoru Shimada; Yunlu Gong; Kotaro Hirasawa (Genetic and Evolutionary Computation Conference, GECCO 2009, Proceedings, Montreal, Québec, Canada, July 8-12, 2009, 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 (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, 11-14 October 2009, 2009)

Backward Time Related Association Rule mining with Database Rearrangement in Traffic Volume Prediction - Huiyu Zhou; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, 11-14 October 2009, 2009)

Fuzzy Classification Rule Minining Based on Genetic Network Programming Algorithm - Karla Taboada; Shingo Mabu; Eloy Gonzales; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, 11-14 October 2009, 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 (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, San Antonio, TX, USA, 11-14 October 2009, 2009)

Sequence Pattern Mining - Huiyu Zhou; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (Foundations of Computational Intelligence - Volume 4: Bio-Inspired Data Mining, 2009)

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)

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)

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

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 (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)

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 (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

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 (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

Real Time Updating Genetic Network Programming for adapting to the change of stock prices - Yan Chen; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

Genetic Network Programming with rules - Fengming Ye; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

A personalized association rule ranking method based on semantic similarity and evolutionary computation - Guangfei Yang; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

Evaluating class association rules using Genetic Relation Programming - Eloy Gonzales; Karla Taboada; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

Double-deck elevator systems adaptive to traffic flows using Genetic Network Programming - Jin Zhou; Lu Yu; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Sandor Markon (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

Genetic Network Programming based data mining method for extracting fuzzy association rules - Karla Taboada; Eloy Gonzales; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2008, June 1-6, 2008, Hong Kong, China, 2008)

Exceptional Association Rule Mining Using Genetic Network Programming - Kaoru Shimada; Kotaro Hirasawa (Proceedings of The 2008 International Conference on Data Mining, DMIN 2008, July 14-17, 2008, Las Vegas, USA, 2 Volumes, 2008)

Construction of portfolio optimization system using genetic network programming with control nodes - Yan Chen; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, 2008)

Varying portfolio construction of stocks using genetic network programming with control nodes - Etsushi Ohkawa; Yan Chen; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa (Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, 2008)

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 (Genetic and Evolutionary Computation Conference, GECCO 2008, Proceedings, Atlanta, GA, USA, July 12-16, 2008, Companion Material, 2008)

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 (8th International Conference on Hybrid Intelligent Systems (HIS 2008), September 10-12, 2008, Barcelona, Spain, 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 (8th International Conference on Hybrid Intelligent Systems (HIS 2008), September 10-12, 2008, Barcelona, Spain, 2008)

Optimal route of road networks by dynamic programming - Manoj Kanta Mainali; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa (Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, 2008)

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)

Mining equalized association rules from multi concept layers of ontology using Genetic Network Programming - Guangfei Yang; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, 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 (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, 2007)

Training of Multi-Branch Neural Networks using RasID-GA - DongKyu Sohn; Shingo Mabu; Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, 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 (Proceedings of the IEEE Congress on Evolutionary Computation, CEC 2007, 25-28 September 2007, Singapore, 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 (Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, 2007)

Association rule mining for continuous attributes using genetic network programming - Karla Taboada; Kaoru Shimada; Shingo Mabu; Kotaro Hirasawa; Jinglu Hu (Genetic and Evolutionary Computation Conference, GECCO 2007, Proceedings, London, England, UK, July 7-11, 2007, 2007)

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)

Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (Advances in Data Mining, Applications in Medicine, Web Mining, Marketing, Image and Signal Mining, 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 14-15, 2006, Proceedings, 2006)

Class Association Rule Mining with Chi-Squared Test Using Genetic Network Programming - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Taipei, Taiwan, October 8-11, 2006, 2006)

Genetic Network Programming with Acquisition Mechanisms of Association Rules in Dense Database - Kaoru Shimada; Kotaro Hirasawa; Jinglu Hu (2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), International Conference on Intelligent Agents, Web Technologies and Internet Commerce (IAWTIC 2005), 28-30 November 2005, Vienna, Austria, 2005)