Kaoru Shimada

Orcid: 0000-0002-4747-9595

According to our database1, Kaoru Shimada authored at least 76 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
Discovery of Contrast Itemset with Statistical Background Between Two Continuous Variables.
Proceedings of the Big Data Analytics and Knowledge Discovery, 2023

2022
ItemSB: Itemsets with Statistically Distinctive Backgrounds Discovered by Evolutionary Method.
Int. J. Semantic Comput., 2022

Evolutionary operation setting for outcome accumulation type evolutionary rule discovery method.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021
Evolutionary Method for Two-dimensional Associative Local Distribution Rule Mining.
Proceedings of the 33rd IEEE International Conference on Tools with Artificial Intelligence, 2021

Evolutionary Method to Discover Itemsets with Statistically Distinctive Backgrounds.
Proceedings of the Fourth IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2021

2018
Exceptional Association Rule Set Discovery from Community-Dwelling Elderly People Database.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018

2017
Association Rule-based Classifier Using Artificial Missing Values.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2017

Exceptional Association Rule Set Mining from Oral Health Assessment Database.
Proceedings of the Man-Machine Interactions 5, 2017

2015
An Evolutionary Method for Associative Contrast Rule Mining from Incomplete Database.
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.
Proceedings of the First IEEE International Conference on Big Data Computing Service and Applications, 2015

2014
An Evolutionary Method for Exceptional Association Rule Set Discovery from Incomplete Database.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2014

2013
An Evolutionary Method for Associative Local Distribution Rule Mining.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2013

2012
An Evolving Associative Classifier for Incomplete Database.
Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

2011
An Intrusion-Detection Model Based on Fuzzy Class-Association-Rule Mining Using Genetic Network Programming.
IEEE Trans. Syst. Man Cybern. Part C, 2011

An evolutionary approach to rank class association rules with feedback mechanism.
Expert Syst. Appl., 2011

A novel evolutionary method to search interesting association rules by keywords.
Expert Syst. Appl., 2011

Traffic prediction using time related association rules and vehicle routing.
Proceedings of the IEEE International Conference on Systems, 2011

Dynamic traffic management model for real world road networks.
Proceedings of the IEEE International Conference on Systems, 2011

Searching Interesting Association Rules Based on Evolutionary Computation.
Proceedings of the New Frontiers in Applied Data Mining, 2011

Evolving associative classifier for incomplete database using genetic network programming.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2010
Genetic Network Programming with Estimation of Distribution Algorithms for Class Association Rule Mining in Traffic Prediction.
J. Adv. Comput. Intell. Intell. Informatics, 2010

Time related association rule mining with Accuracy Validation in traffic volume prediction with large scale simulator.
Proceedings of the IEEE International Conference on Systems, 2010

Various temperature parameter control methods in Q value-based Dynamic Programming with Boltzmann Distribution.
Proceedings of the IEEE International Conference on Systems, 2010

Adjusting Class Association Rules from Global and Local Perspectives Based on Evolutionary Computation.
Proceedings of the Knowledge Science, 2010

A method of association rule analysis for incomplete database using genetic network programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Pruning association rules using statistics and genetic relation algoritm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010

Generalized rule extraction and traffic prediction in the optimal route search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010

2009
Sequence Pattern Mining.
Proceedings of the Foundations of Computational Intelligence, 2009

A Study of Double-Deck Elevator Systems Using Genetic Network Programming with Reinforcement Learning.
J. Adv. Comput. Intell. Intell. Informatics, 2009

Traffic Flow Prediction with Genetic Network Programming (GNP).
J. Adv. Comput. Intell. Intell. Informatics, 2009

Genetic Network Programming with Rules.
J. Adv. Comput. Intell. Intell. Informatics, 2009

Combination of Two Evolutionary Methods for Mining Association Rules in Large and Dense Databases.
J. Adv. Comput. Intell. Intell. Informatics, 2009

A portfolio optimization model using Genetic Network Programming with control nodes.
Expert Syst. Appl., 2009

A genetic network programming with learning approach for enhanced stock trading model.
Expert Syst. Appl., 2009

Enhancing the generalization ability of neural networks through controlling the hidden layers.
Appl. Soft Comput., 2009

Study of multi-branch structure of Universal Learning Networks.
Appl. Soft Comput., 2009

Backward Time Related Association Rule mining with Database Rearrangement in Traffic Volume Prediction.
Proceedings of the IEEE International Conference on Systems, 2009

Multi-Routes Algorithm using Temperature Control of Boltzmann Distribution in Q value-based Dynamic Programming.
Proceedings of the IEEE International Conference on Systems, 2009

Fuzzy Classification Rule Minining Based on Genetic Network Programming Algorithm.
Proceedings of the IEEE International Conference on Systems, 2009

Network Intrusion Detection using Fuzzy Class Association Rule Mining Based on Genetic Network Programming.
Proceedings of the IEEE International Conference on Systems, 2009

Backward time related association rule mining in trafficprediction using genetic network programming withdatabase rearrangement.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Ranking association rules for classification based on genetic network programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Generalized Time Related Sequential Association rule mining and traffic prediction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Genetic Network Programming for fuzzy association rule-based classification.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Mining multi-class datasets using Genetic Relation Algorithm for rule reduction.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

2008
Time Related Association Rules Mining with Attributes Accumulation Mechanism and its Application to Traffic Prediction.
J. Adv. Comput. Intell. Intell. Informatics, 2008

A Genetic Network Programming Based Method to Mine Generalized Association Rules with Ontology.
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.
J. Adv. Comput. Intell. Intell. Informatics, 2008

A Global Optimization Method RasID-GA for Neural Network Training.
J. Adv. Comput. Intell. Intell. Informatics, 2008

Optimal Route Based on Dynamic Programming for Road Networks.
J. Adv. Comput. Intell. Intell. Informatics, 2008

Trading Rules on Stock Markets Using Genetic Network Programming with Sarsa Learning.
J. Adv. Comput. Intell. Intell. Informatics, 2008

Optimal route of road networks by dynamic programming.
Proceedings of the International Joint Conference on Neural Networks, 2008

Double-Deck Elevator System Uing Genetic Network Programming with Genetic Operators Based on Pheromone Information.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Solving Multi-Objective Optimization Problems by RasID-GA: Using an External Population in Genetic Operators.
Proceedings of the 8th International Conference on Hybrid Intelligent Systems (HIS 2008), 2008

Double-deck elevator system using genetic network programming with genetic operators based on pheromone information.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Varying portfolio construction of stocks using genetic network programming with control nodes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Construction of portfolio optimization system using genetic network programming with control nodes.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Exceptional Association Rule Mining Using Genetic Network Programming.
Proceedings of The 2008 International Conference on Data Mining, 2008

Double-deck elevator systems adaptive to traffic flows using Genetic Network Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Genetic Network Programming with rules.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A personalized association rule ranking method based on semantic similarity and evolutionary computation.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Genetic Network Programming based data mining method for extracting fuzzy association rules.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Evaluating class association rules using Genetic Relation Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Real Time Updating Genetic Network Programming for adapting to the change of stock prices.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

2007
Adaptation and Self-Adaptation Mechanisms in Genetic Network Programming for Mining Association Rules.
J. Adv. Comput. Intell. Intell. Informatics, 2007

Association rule mining for continuous attributes using genetic network programming.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Genetic network programming with parallel processing for association rule mining in large and dense databases.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Mining equalized association rules from multi concept layers of ontology using Genetic Network Programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Mining association rules from databases with continuous attributes using genetic network programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Training of Multi-Branch Neural Networks using RasID-GA.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

Class association rule mining for large and dense databases with parallel processing of genetic network programming.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007

2006
Alternate Genetic Network Programming with Association Rules Acquisition Mechanisms Between Attribute Families.
J. Adv. Comput. Intell. Intell. Informatics, 2006

Genetic Network Programming with Acquisition Mechanisms of Association Rules.
J. Adv. Comput. Intell. Intell. Informatics, 2006

Class Association Rule Mining with Chi-Squared Test Using Genetic Network Programming.
Proceedings of the IEEE International Conference on Systems, 2006

Association Rule Mining with Chi-Squared Test Using Alternate Genetic Network Programming.
Proceedings of the Advances in Data Mining, 2006

2005
Genetic Network Programming with Acquisition Mechanisms of Association Rules in Dense Database.
Proceedings of the 2005 International Conference on Computational Intelligence for Modelling Control and Automation (CIMCA 2005), 2005


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