Hisao Ishibuchi
According to our database^{1},
Hisao Ishibuchi
authored at least 397 papers
between 1992 and 2019.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2014, "For contributions to evolutionary multiobjective optimization and fuzzy rulebased classifier design".
Timeline
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Homepages:

at orcid.org
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Bibliography
2019
Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data.
IEEE Trans. Fuzzy Systems, 2019
On Scalable Multiobjective Test Problems With Hardly Dominated Boundaries.
IEEE Trans. Evolutionary Computation, 2019
A Scalable IndicatorBased Evolutionary Algorithm for LargeScale Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2019
A niching indicatorbased multimodal manyobjective optimizer.
Swarm and Evolutionary Computation, 2019
Review and analysis of three components of the differential evolution mutation operator in MOEA/DDE.
Soft Comput., 2019
Last Editor's Remarks [Editor's Remarks].
IEEE Comp. Int. Mag., 2019
AI and CI [Editor's Remarks].
IEEE Comp. Int. Mag., 2019
Cashless Society [Editor's Remarks].
IEEE Comp. Int. Mag., 2019
Prof. Lotfi A. Zadeh [Editor's Remarks].
IEEE Comp. Int. Mag., 2019
Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning.
IEEE Access, 2019
Soft Computing Techniques for Dependable CyberPhysical Systems.
IEEE Access, 2019
Nonelitist evolutionary multiobjective optimizers revisited.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Constrained multiobjective distance minimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Evolutionary manyobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions.
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
IndicatorBased Weight Adaptation for Solving ManyObjective Optimization Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2019
A Hybrid SurrogateAssisted Evolutionary Algorithm for Computationally Expensive ManyObjective Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Multiobjective Test Suite with Hexagon Pareto Fronts and Various Feasible Regions.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Searching for Local Pareto Optimal Solutions: A Case Study on PolygonBased Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
A Scalable Multimodal Multiobjective Test Problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
TwoLayered Weight Vector Specification in DecompositionBased MultiObjective Algorithms for ManyObjective Optimization Problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
Regular Pareto Front Shape is not Realistic.
Proceedings of the IEEE Congress on Evolutionary Computation, 2019
2018
Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning.
IEEE Trans. Fuzzy Systems, 2018
Deep TakagiSugenoKang Fuzzy Classifier With Shared Linguistic Fuzzy Rules.
IEEE Trans. Fuzzy Systems, 2018
A Framework for LargeScale Multiobjective Optimization Based on Problem Transformation.
IEEE Trans. Evolutionary Computation, 2018
Localized Weighted Sum Method for ManyObjective Optimization.
IEEE Trans. Evolutionary Computation, 2018
Guest Editorial Evolutionary ManyObjective Optimization.
IEEE Trans. Evolutionary Computation, 2018
Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front.
IEEE Trans. Evolutionary Computation, 2018
A Networked NPlayer Trust Game and Its Evolutionary Dynamics.
IEEE Trans. Evolutionary Computation, 2018
Multiclustering via evolutionary multiobjective optimization.
Inf. Sci., 2018
How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison.
Evolutionary Computation, 2018
Soft Computing Techniques for Dependable CyberPhysical Systems.
CoRR, 2018
CIS Sponsored Conferences in 2019 [Editor's Remarks].
IEEE Comp. Int. Mag., 2018
One Year in China [Editor's Remarks].
IEEE Comp. Int. Mag., 2018
IEEE CIM Survey Results [Editor's Remarks].
IEEE Comp. Int. Mag., 2018
Father of Fuzzy Logic [Editor's Remarks].
IEEE Comp. Int. Mag., 2018
An analysis of control parameters of MOEA/D under two different optimization scenarios.
Appl. Soft Comput., 2018
Interactive Multiobjective Optimization: A Review of the StateoftheArt.
IEEE Access, 2018
Evolutionary ManyObjective Optimization: A Comparative Study of the StateoftheArt.
IEEE Access, 2018
Topological Kernel Bayesian ARTMAP.
Proceedings of the 2018 World Automation Congress, 2018
Performance Comparison of Multiobjective Evolutionary Algorithms on Problems with Partially Different Properties from Popular Test Suites.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
Multiobjective Evolutionary Data Mining for Performance Improvement of Evolutionary Multiobjective Optimization.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2018
A DecompositionBased Evolutionary Algorithm for Multimodal Multiobjective Optimization.
Proceedings of the Parallel Problem Solving from Nature  PPSN XV, 2018
Improving 1by1EA to Handle Various Shapes of Pareto Fronts.
Proceedings of the Parallel Problem Solving from Nature  PPSN XV, 2018
A DoubleNiched Evolutionary Algorithm and Its Behavior on PolygonBased Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XV, 2018
Use of Two Reference Points in HypervolumeBased Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the Parallel Problem Solving from Nature  PPSN XV, 2018
A new R2 indicator for better hypervolume approximation.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Weight vector grid with new archive update mechanism for multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Dualgrid model of MOEA/D for evolutionary constrained multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Incorporation of a decision space diversity maintenance mechanism into MOEA/D for multimodal multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Analysis of evolutionary multitasking as an island model.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Dynamic Specification of a Reference Point for Hypervolume Calculation in SMSEMOA.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
Imbalanced TSK Fuzzy Classifier by CrossClass Bayesian Fuzzy Clustering and Imbalance Learning.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2017
Guest Editorial Special Issue on Fuzzy Techniques in Financial Modeling and Simulation.
IEEE Trans. Fuzzy Systems, 2017
StackedStructureBased Hierarchical TakagiSugenoKang Fuzzy Classification Through Feature Augmentation.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017
Performance of DecompositionBased ManyObjective Algorithms Strongly Depends on Pareto Front Shapes.
IEEE Trans. Evolutionary Computation, 2017
On the use of two reference points in decomposition based multiobjective evolutionary algorithms.
Swarm and Evolutionary Computation, 2017
Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results.
CoRR, 2017
End of Second Term as EditorinChief [Editor's Remarks].
IEEE Comp. Int. Mag., 2017
After 30 Years of Work in Osaka [Editor's Remarks].
IEEE Comp. Int. Mag., 2017
Smart World [Editor's Remarks].
IEEE Comp. Int. Mag., 2017
New Journal, New EditorinChief and New VP for Publications [Editor's Remarks].
IEEE Comp. Int. Mag., 2017
On the effect of reference point in MOEA/D for multiobjective optimization.
Appl. Soft Comput., 2017
Benchmarking Multi and ManyObjective Evolutionary Algorithms Under Two Optimization Scenarios.
IEEE Access, 2017
Use of inverted triangular weight vectors in decompositionbased multiobjective algorithms.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Use of Inverted Triangular Weight Vectors in DecompositionBased ManyObjective Algorithms.
Proceedings of the Simulated Evolution and Learning  11th International Conference, 2017
Performance comparison of EMO algorithms on test problems with different search space shape.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017
Michiganstyle fuzzy GBML with (1+1)ES generation update and multipattern rule generation.
Proceedings of the Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems, 2017
Multiobjective data mining from solutions by evolutionary multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Multiple reference points MOEA/D for feature selection.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Reference point specification in hypervolume calculation for fair comparison and efficient search.
Proceedings of the Genetic and Evolutionary Computation Conference, 2017
Multiobjective fuzzy geneticsbased machine learning based on MOEA/D with its modifications.
Proceedings of the 2017 IEEE International Conference on Fuzzy Systems, 2017
Hypervolume Subset Selection for Triangular and Inverted Triangular Pareto Fronts of ThreeObjective Problems.
Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2017
2016
Enhanced KnowledgeLeverageBased TSK Fuzzy System Modeling for Inductive Transfer Learning.
ACM TIST, 2016
Transfer PrototypeBased Fuzzy Clustering.
IEEE Trans. Fuzzy Systems, 2016
Pareto Fronts of ManyObjective Degenerate Test Problems.
IEEE Trans. Evolutionary Computation, 2016
Preference representation using Gaussian functions on a hyperplane in evolutionary multiobjective optimization.
Soft Comput., 2016
IEEE Standards [Editor's Remarks].
IEEE Comp. Int. Mag., 2016
Power of a Single Photo in the Big Data Era [Editor's Remarks].
IEEE Comp. Int. Mag., 2016
CIS Distinguished Lecturers Program Editor's Remarks.
IEEE Comp. Int. Mag., 2016
Second Term as EditorinChief [Editor's Remarks].
IEEE Comp. Int. Mag., 2016
Mutation operators based on variable grouping for multiobjective largescale optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
On the effect of localized PBI method in MOEA/D for multiobjective optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016
Reference point specification in MOEA/D for multiobjective and manyobjective problems.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Effects of Different Implementations of a Real Random Number Generator on the Search Behavior of Multiobjective Evolutionary Algorithms.
Proceedings of the 2016 Joint 8th International Conference on Soft Computing and Intelligent Systems (SCIS) and 17th International Symposium on Advanced Intelligent Systems (ISIS), 2016
Use of Piecewise Linear and Nonlinear Scalarizing Functions in MOEA/D.
Proceedings of the Parallel Problem Solving from Nature  PPSN XIV, 2016
An Investigation on Compound Neighborhoods for VRPTW.
Proceedings of the Operations Research and Enterprise Systems, 2016
A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW.
Proceedings of 5th the International Conference on Operations Research and Enterprise Systems (ICORES 2016), 2016
Weighted Optimization Framework for Largescale Multiobjective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Multiobjective fuzzy geneticsbased machine learning with a reject option.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
Metaoptimization based multiobjective test problem generation using WFG toolkit.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Further analysis on strange evolution behavior of 7bit binary string strategies in iterated prisoner's dilemma game.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Effects of parallel distributed implementation on the search performance of Pittsburghstyle geneticsbased machine learning algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Common properties of scalable multiobjective problems and a new framework of test problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
How to compare manyobjective algorithms under different settings of population and archive sizes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Sensitivity of performance evaluation results by inverted generational distance to reference points.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Performance comparison of NSGAII and NSGAIII on various manyobjective test problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
Characteristics of manyobjective test problems and penalty parameter specification in MOEA/D.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016
2015
Multiobjective Genetic Fuzzy Systems.
Proceedings of the Springer Handbook of Computational Intelligence, 2015
Behavior of Multiobjective Evolutionary Algorithms on ManyObjective Knapsack Problems.
IEEE Trans. Evolutionary Computation, 2015
Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure.
IEEE Trans. Cybernetics, 2015
Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets.
IEEE Trans. Cybernetics, 2015
Talking with Young Researchers [Editor's Remarks].
IEEE Comp. Int. Mag., 2015
WCCI 2006 and WCCI 2016 in Vancouver [Editor's Remarks].
IEEE Comp. Int. Mag., 2015
Traveling with My Laptop [Editor's Remarks].
IEEE Comp. Int. Mag., 2015
Top Three News Stories on IEEE CIM in 2014 [Editor's Remarks].
IEEE Comp. Int. Mag., 2015
Variants of heuristic rule generation from multiple patterns in Michiganstyle fuzzy geneticsbased machine learning.
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015
Relation Between Weight Vectors and Solutions in MOEA/D.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
A Study on Performance Evaluation Ability of a Modified Inverted Generational Distance Indicator.
Proceedings of the Genetic and Evolutionary Computation Conference, 2015
Simple modifications on heuristic rule generation and rule evaluation in Michiganstyle fuzzy geneticsbased machine learning.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
Handling a training dataset as a blackbox model for privacy preserving in fuzzy GBML algorithms.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015
A KneeBased EMO Algorithm with an Efficient Method to Update Mobile Reference Points.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
Modified Distance Calculation in Generational Distance and Inverted Generational Distance.
Proceedings of the Evolutionary MultiCriterion Optimization, 2015
Algorithm structure optimization by choosing operators in multiobjective genetic local search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Strange evolution behavior of 7bit binary string strategies in iterated prisoner's dilemma game.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Effects of ensemble action selection with different usage of player's memory resource on the evolution of cooperative strategies for iterated prisoner's dilemma game.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Effects of heuristic rule generation from multiple patterns in multiobjective fuzzy geneticsBased machine learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Comparing solution sets of different size in evolutionary manyobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015
Rotation effects of objective functions in parallel distributed multiobjective fuzzy geneticsbased machine learning.
Proceedings of the 10th Asian Control Conference, 2015
Application of Parallel Distributed Implementation to Multiobjective Fuzzy GeneticsBased Machine Learning.
Proceedings of the Intelligent Information and Database Systems  7th Asian Conference, 2015
2014
Application of Fuzzy Inference Rules to Early Semiautomatic Estimation of Activity Duration in Software Project Management.
IEEE Trans. HumanMachine Systems, 2014
DmKDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams.
Frontiers Comput. Sci., 2014
Big Data Era [Editor's Remarks].
IEEE Comp. Int. Mag., 2014
Message from the New EditorinChief [Editor's Remarks].
IEEE Comp. Int. Mag., 2014
A multiobjective approach for solving the survivable network design problem with simultaneous unicast and anycast flows.
Appl. Soft Comput., 2014
Selecting a small number of nondominated solutions to be presented to the decision maker.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Preferencebased NSGAII for manyobjective knapsack problems.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014
Genetic lateral tuning of membership functions as postprocessing for hybrid fuzzy geneticsbased machine learning.
Proceedings of the 2014 Joint 7th International Conference on Soft Computing and Intelligent Systems (SCIS) and 15th International Symposium on Advanced Intelligent Systems (ISIS), 2014
DistanceBased Analysis of Crossover Operators for ManyObjective Knapsack Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XIII, 2014
Archive Management in Interactive Evolutionary Computation with Minimum Requirement for Human User's Fitness Evaluation Ability.
Proceedings of the Artificial Intelligence and Soft Computing, 2014
Evolutionary manyobjective optimization using preference on hyperplane.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Metalevel multiobjective formulations of set optimization for multiobjective optimization problems: multireference point approach to hypervolume maximization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014
Hybrid fuzzy geneticsbased machine learning with entropybased inhomogeneous interval discretization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014
Review of coevolutionary developments of evolutionary multiobjective and manyobjective algorithms and test problems.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in MultiCriteria DecisionMaking, 2014
Difficulties in specifying reference points to calculate the inverted generational distance for manyobjective optimization problems.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in MultiCriteria DecisionMaking, 2014
Effects of ensemble action selection on the evolution of iterated prisoner's dilemma game strategies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
Visual examination of the behavior of EMO algorithms for manyobjective optimization with many decision variables.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
A comparison of multiobjective evolutionary algorithms for the ontology metamatching problem.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation.
IEEE Trans. Fuzzy Systems, 2013
A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions.
IEEE Trans. Fuzzy Systems, 2013
KnowledgeLeverageBased Fuzzy System and Its Modeling.
IEEE Trans. Fuzzy Systems, 2013
Repeated double crossvalidation for choosing a single solution in evolutionary multiobjective fuzzy classifier design.
Knowl.Based Syst., 2013
Special Issue on "Evolutionary Fuzzy Systems" EFSs.
Knowl.Based Syst., 2013
Effects of the Number of Opponents on the Evolution of Cooperation in the Iterated Prisoner's Dilemma.
Proceedings of the IEEE International Conference on Systems, 2013
Neighborhood Specification for Game Strategy Evolution in a Spatial Iterated Prisoner's Dilemma Game.
Proceedings of the Learning and Intelligent Optimization  7th International Conference, 2013
A Study on the Specification of a Scalarizing Function in MOEA/D for ManyObjective Knapsack Problems.
Proceedings of the Learning and Intelligent Optimization  7th International Conference, 2013
Difficulties in choosing a single final classifier from nondominated solutions in multiobjective fuzzy geneticsbased machine learning.
Proceedings of the Joint IFSA World Congress and NAFIPS Annual Meeting, 2013
Multiobjective genetic fuzzy rule selection with fuzzy relational rules.
Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2013
Improving a fuzzy association rulebased classification model by granularity learning based on heuristic measures over multiple granularities.
Proceedings of the 2013 IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2013
Rule weight update in parallel distributed fuzzy geneticsbased machine learning with data rotation.
Proceedings of the FUZZIEEE 2013, 2013
Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities.
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
Relation between Neighborhood Size and MOEA/D Performance on ManyObjective Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2013
Effects of duplicated objectives in manyobjective optimization problems on the search behavior of hypervolumebased evolutionary algorithms.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in MultiCriteria DecisionMaking, 2013
Manyobjective and manyvariable test problems for visual examination of multiobjective search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
How to strike a balance between local search and global search in multiobjective memetic algorithms for multiobjective 0/1 knapsack problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013
Evolution of cooperative strategies for iterated prisoner's dilemma on networks.
Proceedings of the Fifth International Conference on Computational Aspects of Social Networks, 2013
Learning from multiple data sets with different missing attributes and privacy policies: Parallel distributed fuzzy geneticsbased machine learning approach.
Proceedings of the 2013 IEEE International Conference on Big Data, 2013
2012
Multiobjective Memetic Algorithms.
Proceedings of the Handbook of Memetic Algorithms, 2012
Special Issue on Evolutionary Fuzzy Systems.
Int. J. Comput. Intell. Syst., 2012
Ensemble Fuzzy RuleBased Classifier Design by Parallel Distributed Fuzzy GBML Algorithms.
Proceedings of the Simulated Evolution and Learning  9th International Conference, 2012
Comparison of different fitness functions in genetic fuzzy rule selection.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
Twoobjective solution set optimization to maximize hypervolume and decision space diversity in multiobjective optimization.
Proceedings of the 6th International Conference on Soft Computing and Intelligent Systems (SCIS), 2012
Recombination of Similar Parents in SMSEMOA on ManyObjective 0/1 Knapsack Problems.
Proceedings of the Parallel Problem Solving from Nature  PPSN XII, 2012
Effects of discrete objective functions with different granularities on the search behavior of EMO algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012
Application of parallel distributed geneticsbased machine learning to imbalanced data sets.
Proceedings of the FUZZIEEE 2012, 2012
Evolution of strategies in a spatial IPD game with a number of different representation schemes.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Strategy evolution in a spatial IPD game where each agent is not allowed to play against itself.
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Evolution of Strategies With Different Representation Schemes in a Spatial Iterated Prisoner's Dilemma Game.
IEEE Trans. Comput. Intellig. and AI in Games, 2011
Special issue on evolutionary fuzzy systems.
Soft Comput., 2011
Implementation of cellular genetic algorithms with two neighborhood structures for singleobjective and multiobjective optimization.
Soft Comput., 2011
Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy geneticsbased machine learning.
Soft Comput., 2011
Multiobjective genetic fuzzy rule selection of single granularitybased fuzzy classification rules and its interaction with the lateral tuning of membership functions.
Soft Comput., 2011
Design of Linguistically Interpretable Fuzzy RuleBased Classifiers: A Short Review and Open Questions.
MultipleValued Logic and Soft Computing, 2011
Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy GeneticsBased Machine Learning.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Mobile Robot Controller Design by Evolutionary Multiobjective Optimization in Multiagent Environments.
Proceedings of the Intelligent Robotics and Applications  4th International Conference, 2011
Double crossvalidation for performance evaluation of multiobjective genetic fuzzy systems.
Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011
A manyobjective test problem for visually examining diversity maintenance behavior in a decision space.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011
A metafuzzy classifier for specifying appropriate fuzzy partitions by genetic fuzzy rule selection with data complexity measures.
Proceedings of the FUZZIEEE 2011, 2011
Toward quantitative definition of explanation ability of fuzzy rulebased classifiers.
Proceedings of the FUZZIEEE 2011, 2011
Effects of the Existence of Highly Correlated Objectives on the Behavior of MOEA/D.
Proceedings of the Evolutionary MultiCriterion Optimization, 2011
Manyobjective test problems with multiple Pareto optimal regions in a decision space.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria DecisionMaking, 2011
Effects of configuration of agents with different strategy representations on the evolution of cooperative behavior in a spatial IPD game.
Proceedings of the 2011 IEEE Conference on Computational Intelligence and Games, 2011
Behavior of EMO algorithms on manyobjective optimization problems with correlated objectives.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011
2010
Diversity Improvement by NonGeometric Binary Crossover in Evolutionary Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2010
Guest editorial: Memetic Algorithms for Evolutionary MultiObjective Optimization.
Memetic Computing, 2010
IEEE CIS VPTechnical Activities Vision Statement [Society Briefs].
IEEE Comp. Int. Mag., 2010
Parallel Distributed Implementation of GeneticsBased Machine Learning for Fuzzy Classifier Design.
Proceedings of the Simulated Evolution and Learning  8th International Conference, 2010
How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2010
ManyObjective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space.
Proceedings of the Parallel Problem Solving from Nature, 2010
Appropriate granularity specification for fuzzy classifier design by data complexity measures.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
Multiobjectivization from two objectives to four objectives in evolutionary multiobjective optimization algorithms.
Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010
Use of very small training data subsets in parallel distributed genetic fuzzy rule selection.
Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010
Simple changes in problem formulations make a difference in multiobjective genetic fuzzy systems.
Proceedings of the 4th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2010
Indicatorbased evolutionary algorithm with hypervolume approximation by achievement scalarizing functions.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Simultaneous use of different scalarizing functions in MOEA/D.
Proceedings of the Genetic and Evolutionary Computation Conference, 2010
Accuracy improvement of genetic fuzzy rule selection with candidate rule addition and membership tuning.
Proceedings of the FUZZIEEE 2010, 2010
Effects of fine fuzzy partitions on the generalization ability of evolutionary multiobjective fuzzy rulebased classifiers.
Proceedings of the FUZZIEEE 2010, 2010
Ensemble classifier design by parallel distributed implementation of genetic fuzzy rule selection for large data sets.
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Gene Expression Analysis by Fuzzy and Hybrid Fuzzy Classification.
Proceedings of the Fuzzy Systems in Bioinformatics and Computational Biology, 2009
Special issue on emerging trends in soft computing: memetic algorithms.
Soft Comput., 2009
Parallel distributed genetic fuzzy rule selection.
Soft Comput., 2009
Use of biased neighborhood structures in multiobjective memetic algorithms.
Soft Comput., 2009
Empirical Analysis of Using Weighted Sum Fitness Functions in NSGAII for ManyObjective 0/1 Knapsack Problems.
Proceedings of the UKSim'11, 2009
Effects of Including SingleObjective Optimal Solutions in an Initial Population on Evolutionary Multiobjective Optimization.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009
Effects of the Use of Multiple Fuzzy Partitions on the Search Ability of Multiobjective Fuzzy GeneticsBased Machine Learning.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009
Evolutionary ManyObjective Optimization by NSGAII and MOEA/D with Large Populations.
Proceedings of the IEEE International Conference on Systems, 2009
Effects of Data Reduction on the Generalization Ability of Parallel Distributed Genetic Fuzzy Rule Selection.
Proceedings of the Ninth International Conference on Intelligent Systems Design and Applications, 2009
Singleobjective and multiobjective formulations of solution selection for hypervolume maximization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009
Selecting a small number of representative nondominated solutions by a hypervolumebased solution selection approach.
Proceedings of the FUZZIEEE 2009, 2009
Evolution of cooperative behavior in a spatial iterated prisoner's dilemma game with different representation schemes of game strategies.
Proceedings of the FUZZIEEE 2009, 2009
Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy geneticsbased machine learning.
Proceedings of the FUZZIEEE 2009, 2009
Complexity, interpretability and explanation capability of fuzzy rulebased classifiers.
Proceedings of the FUZZIEEE 2009, 2009
Generating single granularitybased fuzzy classification rules for multiobjective genetic fuzzy rule selection.
Proceedings of the FUZZIEEE 2009, 2009
Interactive Fuzzy Modeling by Evolutionary Multiobjective Optimization with User Preference.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Discussions on Interpretability of Fuzzy Systems using Simple Examples.
Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009
Adaptation of Scalarizing Functions in MOEA/D: An Adaptive Scalarizing FunctionBased Multiobjective Evolutionary Algorithm.
Proceedings of the Evolutionary MultiCriterion Optimization, 5th International Conference, 2009
09041 Working Group 4: MCDM and RIMO.
Proceedings of the Hybrid and Robust Approaches to Multiobjective Optimization, 18.01., 2009
Interactive genetic fuzzy rule selection through evolutionary multiobjective optimization with user preference.
Proceedings of the 2009 IEEE Symposium on Computational Intelligence in MultiCriteria DecisionMaking, 2009
Hypervolume approximation using achievement scalarizing functions for evolutionary manyobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
Effects of using two neighborhood structures on the performance of cellular evolutionary algorithms for manyobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009
2008
Pattern Classification with Linguistic Rules.
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
Evolutionary Multiobjective Design of Fuzzy RuleBased Classifiers.
Proceedings of the Computational Intelligence: A Compendium, 2008
Evolutionary Multiobjective Rule Selection for Classification Rule Mining.
Proceedings of the MultiObjective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008
An empirical study on similaritybased mating for evolutionary multiobjective combinatorial optimization.
European Journal of Operational Research, 2008
Evolutionary multiobjective optimization and multiobjective fuzzy system design.
Proceedings of the CSTST 2008: Proceedings of the 5th International Conference on Soft Computing as Transdisciplinary Science and Technology, 2008
Behavior of Evolutionary ManyObjective Optimization.
Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008
Use of Local Ranking in Cellular Genetic Algorithms with Two Neighborhood Structures.
Proceedings of the Simulated Evolution and Learning, 7th International Conference, 2008
Examining the Effect of Elitism in Cellular Genetic Algorithms Using Two Neighborhood Structures.
Proceedings of the Parallel Problem Solving from Nature, 2008
Use of Heuristic Local Search for SingleObjective Optimization in Multiobjective Memetic Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2008
Effects of Diversity Measures on the Design of Ensemble Classifiers by Multiobjective Genetic Fuzzy Rule Selection with a Multiclassifier Coding Scheme.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008
Evolutionary manyobjective optimization.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008
Designing fuzzy rulebased classifiers that can visually explain their classification results to human users.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008
Maintaining the diversity of solutions by nongeometric binary crossover: a worst onemax solver competition case study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Effectiveness of scalability improvement attempts on the performance of NSGAII for manyobjective problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008
Effectiveness of designing fuzzy rulebased classifiers from Paretooptimal rules.
Proceedings of the FUZZIEEE 2008, 2008
Parallel Approaches for Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008
Evolutionary manyobjective optimization: A short review.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Scalability of multiobjective genetic local search to manyobjective problems: Knapsack problem case studies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
A study on constructing fuzzy systems for highlevel decision making in a car racing game.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008
Evolutionary Multiobjective Fuzzy System Design.
Proceedings of the 3rd International ICST Conference on BioInspired Models of Network, 2008
Multiobjective Classification Rule Mining.
Proceedings of the Multiobjective Problem Solving from Nature, 2008
2007
Use of ParetoOptimal and Near ParetoOptimal Candidate Rules in Genetic Fuzzy Rule Selection.
Proceedings of the Analysis and Design of Intelligent Systems using Soft Computing Techniques, 2007
Special Issue on Memetic Algorithms.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2007
Constructing CostSensitive FuzzyRuleBased Systems for Pattern Classification Problems.
JACIII, 2007
Genetic rule selection with a multiclassifier coding scheme for ensemble classifier design.
Int. J. Hybrid Intell. Syst., 2007
Analysis of interpretabilityaccuracy tradeoff of fuzzy systems by multiobjective fuzzy geneticsbased machine learning.
Int. J. Approx. Reasoning, 2007
A weighted fuzzy classifier and its application to image processing tasks.
Fuzzy Sets and Systems, 2007
Choosing extreme parents for diversity improvement in evolutionary multiobjective optimization algorithms.
Proceedings of the IEEE International Conference on Systems, 2007
Prescreening of Candidate Rules Using Association Rule Mining and Paretooptimality in Genetic Rule Selection.
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2007
Effects of the use of nongeometric binary crossover on evolutionary multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007
Breast Cancer Classification Using Statistical Features and Fuzzy Classification of Thermograms.
Proceedings of the FUZZIEEE 2007, 2007
Fuzzy Classification of Gene Expression Data.
Proceedings of the FUZZIEEE 2007, 2007
Data Set Subdivision for Parallel Distributed Implementation of Genetic Fuzzy Rule Selection.
Proceedings of the FUZZIEEE 2007, 2007
Introducing ClassBased Classification Priority in Fuzzy RuleBased Classification Systems.
Proceedings of the FUZZIEEE 2007, 2007
Multiobjective Genetic Fuzzy Systems: Review and Future Research Directions.
Proceedings of the FUZZIEEE 2007, 2007
Evolutionary Multiobjective Design of Fuzzy RuleBased Systems.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007
Relation between ParetoOptimal Fuzzy Rules and ParetoOptimal Fuzzy Rule Sets.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007
CostSensitive Fuzzy Classification for Medical Diagnosis.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007
Effects of spatial structures on evolution of iterated prisoner's dilemma game strategies with probabilistic decision making.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
Iterative approach to indicatorbased multiobjective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
An empirical study on the specification of the local search application probability in multiobjective memetic algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2007
A Study on Traffic Information Sharing Through InterVehicle Communication.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007
Mimicking Dribble Trajectories by Neural Networks for RoboCup Soccer Simulation.
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007
2006
Fuzzy Ensemble Design through MultiObjective Fuzzy Rule Selection.
Proceedings of the MultiObjective Machine Learning, 2006
An approach to fuzzy default reasoning for function approximation.
Soft Comput., 2006
Evolutionary multiobjective optimization for the design of fuzzy rulebased ensemble classifiers.
Int. J. Hybrid Intell. Syst., 2006
Examining the Effect of Cost Assignment on the Performance of CostBased Classification Systems.
Proceedings of the IEEE International Conference on Systems, 2006
Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function Optimization.
Proceedings of the Parallel Problem Solving from Nature, 2006
Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the Parallel Problem Solving from Nature, 2006
Finding Simple Fuzzy Classification Systems with High Interpretability Through Multiobjective Rule Selection.
Proceedings of the KnowledgeBased Intelligent Information and Engineering Systems, 2006
Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an EntropyBased Diversity Criterion.
Proceedings of the 6th International Conference on Hybrid Intelligent Systems (HIS 2006), 2006
Incorporation of decision maker's preference into evolutionary multiobjective optimization algorithms.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Multiobjective genetic rule selection as a data mining postprocessing procedure.
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
A Costbased Fuzzy Rulebased System for Pattern Classification Problems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Fuzzy Data Mining by Heuristic Rule Extraction and Multiobjective Genetic Rule Selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006
Optimization of Scalarizing Functions Through Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary MultiCriterion Optimization, 4th International Conference, 2006
The Effect of Using Match History on the Evolution of RoboCup Soccer Team Strategies.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence and Games (CIG06), 2006
Robust Evaluation of RoboCup Soccer Strategies by Using Match History.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Effects of Spatial Structures on Evolution of Iterated Prisoner's Dilemma Game Strategies in SingleDimensional and TwoDimensional Grids.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
Comparison between SingleObjective and MultiObjective Genetic Algorithms: Performance Comparison and Performance Measures.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006
2005
Using Boosting Techniques to Improve the Performance of Fuzzy Classification Systems.
Proceedings of the Classification and Clustering for Knowledge Discovery, 2005
A Fuzzy RuleBased Trading Agent: Analysis and Knowledge Extraction.
Proceedings of the Computational Intelligence for Modelling and Prediction, 2005
Hybridization of fuzzy GBML approaches for pattern classification problems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2005
Rule Weight Specification in Fuzzy RuleBased Classification Systems.
IEEE Trans. Fuzzy Systems, 2005
Evolution of iterated prisoner's dilemma game strategies in structured demes under random pairing in game playing.
IEEE Trans. Evolutionary Computation, 2005
Behavior Analysis of Futures Trading Agents Using Fuzzy Rule Extraction.
Proceedings of the IEEE International Conference on Systems, 2005
Performance Evaluation of an Evolutionary Method for RoboCup Soccer Strategies.
Proceedings of the RoboCup 2005: Robot Soccer World Cup IX, 2005
Performance Evaluation of Evolutionary Multiobjective Approaches to the Design of Fuzzy RuleBased Ensemble Classifiers.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
Spatial Implementation of Evolutionary Multiobjective Algorithms with Partial Lamarckian Repair for Multiobjective Knapsack Problems.
Proceedings of the 5th International Conference on Hybrid Intelligent Systems (HIS 2005), 2005
An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Comparison of evolutionary multiobjective optimization with rference solutionbased singleobjective approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005
Modification of Evolutionary Multiobjective Optimization Algorithms for Multiobjective Design of Fuzzy RuleBased Classification Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005
Comparison between Fuzzy and Interval Partitions in Evolutionary Multiobjective Design of RuleBased Classification Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005
Learning Fuzzy IfThen Rules for Pattern Classi cation with Weighted Training Patterns.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
Multiobjective Formulations of Fuzzy RuleBased Classification System Design.
Proceedings of the Joint 4th Conference of the European Society for Fuzzy Logic and Technology and the 11th Rencontres Francophones sur la Logique Floue et ses Applications, 2005
Effects of Removing Overlapping Solutions on the Performance of the NSGAII Algorithm.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Recombination of Similar Parents in EMO Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Comparison Between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2005
Effects of Crossover Operations on the Performance of EMO Algorithms.
Proceedings of the Practical Approaches to MultiObjective Optimization, 2005
Evolution of cooperative behavior in the iterated prisoner's dilemma under random pairing in game playing.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005
Developing a Goal Keeper for Simulated RoboCup Soccer and its Performance Evaluation.
Proceedings of the 3rd International Symposium on Autonomous Minirobots for Research and Edutainment (AMiRE 2005), 2005
Classification and modeling with linguistic information granules  advanced approaches to linguistic data mining.
Advanced information processing, Springer, ISBN: 9783540207672, 2005
2004
Implementation of Simple Multiobjective Memetic Algorithms and Its Applications to Knapsack Problems.
Int. J. Hybrid Intell. Syst., 2004
Fuzzy rule selection by multiobjective genetic local search algorithms and rule evaluation measures in data mining.
Fuzzy Sets and Systems, 2004
Book Review: "Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases" by Oscar Cordon, Francisco Herrera, Frank Hoffmann and Luis Magdalena; World Scientific, Singapore, New Jersey, London, Hong Kong, 2001, 462pp., ISBN 9810240163.
Fuzzy Sets and Systems, 2004
Comparison of Heuristic Criteria for Fuzzy Rule Selection in Classification Problems.
FO & DM, 2004
An evolutionary approach for strategy learning in RoboCup soccer.
Proceedings of the IEEE International Conference on Systems, 2004
Development of a fuzzy position controller for an autonomously trading agent.
Proceedings of the IEEE International Conference on Systems, 2004
Constructing fuzzy classification systems from weighted training patterns.
Proceedings of the IEEE International Conference on Systems, 2004
Multiobjective evolutionary design of fuzzy rulebased systems.
Proceedings of the IEEE International Conference on Systems, 2004
Evolutionary Multiobjective Knowledge Extraction for HighDimensional Pattern Classification Problems.
Proceedings of the Parallel Problem Solving from Nature, 2004
A Study on Weighting Training Patterns for Fuzzy RuleBased Classification Systems.
Proceedings of the Modeling Decisions for Artificial Intelligence, 2004
Comparison of Local Search Implementation Schemes in Hybrid Evolutionary Multiobjective Optimization Algorithms.
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
Mating Scheme for Controlling the DiversityConvergence Balance for Multiobjective Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2004
Some Issues on the Implementation of Local Search in Evolutionary Multiobjective Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2004
Heuristic extraction of fuzzy classification rules using data mining techniques: an empirical study on benchmark data sets.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2004
Performance evaluation of simple multiobjective genetic local search algorithms on multiobjective 0/1 knapsack problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling.
IEEE Trans. Evolutionary Computation, 2003
Learning fuzzy rules from iterative execution of games.
Fuzzy Sets and Systems, 2003
Knowledge acquisition for a soccer agent by fuzzy reinforcement learning.
Proceedings of the IEEE International Conference on Systems, 2003
Constructing fuzzy ensembles for pattern classification problems.
Proceedings of the IEEE International Conference on Systems, 2003
Performance evaluation of memetic EMO algorithms using dominance relationbased replacement rules on MOO test problems.
Proceedings of the IEEE International Conference on Systems, 2003
A Fuzzy Reinforcement Learning for a Ball Interception Problem.
Proceedings of the RoboCup 2003: Robot Soccer World Cup VII, 2003
Interpretability Issues in Fuzzy GeneticsBased Machine Learning for Linguistic Modelling.
Proceedings of the Modelling with Words, 2003
A Simple but Powerful Multiobjective Hybrid Genetic Algorithm.
Proceedings of the Design and Application of Hybrid Intelligent Systems, 2003
Generalization of Dominance RelationBased Replacement Rules for Memetic EMO Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003
Evolutionary Multiobjective Optimization for Generating an Ensemble of Fuzzy RuleBased Classifiers.
Proceedings of the Genetic and Evolutionary Computation, 2003
A SimilarityBased Mating Scheme for Evolutionary Multiobjective Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2003
Performance evaluation of threeobjective genetic rule selection.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Implementation of fuzzy Qlearning for a soccer agent.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
A boosting algorithm with subset selection of training patterns.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Extracting linguistic knowledge and its use as decision support in a virtual futures market.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Deriving fuzzy discretization from interval discretization.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Modification of Local Search Directions for Nondominated Solutions in CellularMultiobjective Genetic Algorithms forPattern Classification Problems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Effects of ThreeObjective Genetic Rule Selection on the Generalization Ability of Fuzzy RuleBased Systems.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
An Empirical Study on the Effect of Mating Restriction on the Search Ability of EMO Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2003
Acquiring the positioning skill in a soccer game using a fuzzy Qlearning.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
Credit assignment by fuzzy rulebased systems in fuzzy classifier ensembles.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
Performance evaluation of combined cellular genetic algorithms for function optimization problems.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
2002
Hybrid Evolutionary MultiObjective Optimization Algorithms.
Proceedings of the Soft Computing Systems  Design, Management and Applications, 2002
Comparison of Fuzzy Rule Selection Criteria for Classification Problems.
Proceedings of the Soft Computing Systems  Design, Management and Applications, 2002
Balance Between Genetic Search And Local Search In Hybrid Evolutionary Multicriterion Optimization Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
Fuzzy Rule Selection By Data Mining Criteria And Genetic Algorithms.
Proceedings of the GECCO 2002: Proceedings of the Genetic and Evolutionary Computation Conference, 2002
A Boosting Algorithm of Fuzzy RuleBased Systems for Pattern Classification Problems.
Proceedings of the FSDK'02, 2002
OnLine Learning of a Fuzzy System for a Future Market.
Proceedings of the FSDK'02, 2002
2001
Effect of rule weights in fuzzy rulebased classification systems.
IEEE Trans. Fuzzy Systems, 2001
Evolution of unplanned coordination in a market selection game.
IEEE Trans. Evolutionary Computation, 2001
Threeobjective geneticsbased machine learning for linguistic rule extraction.
Inf. Sci., 2001
Fuzzy regression using asymmetric fuzzy coefficients and fuzzified neural networks.
Fuzzy Sets and Systems, 2001
Numerical analysis of the learning of fuzzified neural networks from fuzzy ifthen rules.
Fuzzy Sets and Systems, 2001
Fuzzy Data Mining: Effect of Fuzzy Discretization.
Proceedings of the 2001 IEEE International Conference on Data Mining, 29 November, 2001
Determination of Rule Weights of Fuzzy Association Rules.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Linguistic Modelling for Function Approximation Using Grid Partitions.
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Adaption of Fuzzy RuleBased Systems for Game Playing .
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001
Specification of Genetic Search Directions in Cellular Multiobjective Genetic Algorithms.
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data.
Proceedings of the Evolutionary MultiCriterion Optimization, 2001
2000
Pattern and Feature Selection by Genetic Algorithms in Nearest Neighbor Classification.
JACIII, 2000
Neural networks for soft decision making.
Fuzzy Sets and Systems, 2000
Cellular Genetic Local Search for MultiObjective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Evolution of Strategies in Spatial IPD Games with Structure Demes.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Multiobjective pattern and feature selection by a genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
Linguistic Rule Extraction by GeneticsBased Machine Learning.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000
1999
Performance evaluation of fuzzy classifier systems for multidimensional pattern classification problems.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 1999
Improving the performance of fuzzy classifier systems for pattern classification problems with continuous attributes.
IEEE Trans. Industrial Electronics, 1999
Linguistic Rule Extraction from Numerical Data for Highdimensional Classification Problems.
JACIII, 1999
Voting in fuzzy rulebased systems for pattern classification problems.
Fuzzy Sets and Systems, 1999
Decreasing excess fuzziness in fuzzy outputs from neural networks for linguistic rule extraction.
Proceedings of the International Joint Conference Neural Networks, 1999
1998
A multiobjective genetic local search algorithm and its application to flowshop scheduling.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 1998
Learning from Linguistic Rules and Rule Extraction for Function Approximation by Neural Networks.
Proceedings of the Simulated Evolution and Learning, 1998
Evolution of Reference Sets in Nearest Neighbor Classification.
Proceedings of the Simulated Evolution and Learning, 1998
Fuzzy arithmetic in neural networks for linguistic rule extraction.
Proceedings of the KnowledgeBased Intelligent Electronic Systems, 1998
Neighborhood structures for genetic local search algorithms.
Proceedings of the KnowledgeBased Intelligent Electronic Systems, 1998
Improving the generalization ability of neural networks by interval arithmetic.
Proceedings of the KnowledgeBased Intelligent Electronic Systems, 1998
A study on generating fuzzy classification rules using histograms.
Proceedings of the KnowledgeBased Intelligent Electronic Systems, 1998
Fuzzy Partition and Input Selection by Genetic Algorithms for Designing Fuzzy RuleBased Classification Systems.
Proceedings of the Evolutionary Programming VII, 7th International Conference, 1998
1997
A simple but powerful heuristic method for generating fuzzy rules from numerical data.
Fuzzy Sets and Systems, 1997
Singleobjective and twoobjective genetic algorithms for selecting linguistic rules for pattern classification problems.
Fuzzy Sets and Systems, 1997
Linguistic rule extraction from neural networks and geneticalgorithmbased rule selection.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Possibilistic fuzzy classification using neural networks.
Proceedings of International Conference on Neural Networks (ICNN'97), 1997
Effectiveness of Genetic Local Search Algorithms.
Proceedings of the 7th International Conference on Genetic Algorithms, 1997
1996
Adaptive fuzzy rulebased classification systems.
IEEE Trans. Fuzzy Systems, 1996
Fuzzy regression analysis by neural networks with nonsymmetric fuzzy number weights.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Generating fuzzy ifthen rules from trained neural networks: linguistic analysis of neural networks.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996
Positive and Negative Combination Effects of Crossover and Mutation Operators in Sequencing Problems.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
GeneticAlgorithmBased Approaches to the Design of Fuzzy Systems for MultiDimensional Pattern Classification Problems.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
MultiObjective Genetic Local Search Algorithm.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996
1995
Selecting fuzzy ifthen rules for classification problems using genetic algorithms.
IEEE Trans. Fuzzy Systems, 1995
Learning by fuzzified neural networks.
Int. J. Approx. Reasoning, 1995
Preface: 3rd international conference on fuzzy logic, neural nets, and soft computing.
Int. J. Approx. Reasoning, 1995
A Fuzzy Classifier System That Generates Linguistic Rules for Pattern Classification Problems.
Proceedings of the Fuzzy Logic, Neural Networks, and Evolutionary Computation, 1995
Classification of fuzzy input patterns by neural networks.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995
1994
Interpolation of fuzzy ifthen rules by neural networks.
Int. J. Approx. Reasoning, 1994
Performance Evaluation of Genetic Algorithms for Flowshop Scheduling Problems.
Proceedings of the First IEEE Conference on Evolutionary Computation, 1994
1993
Neural networks that learn from fuzzy ifthen rules.
IEEE Trans. Fuzzy Systems, 1993
Evidence theory of exponential possibility distributions.
Int. J. Approx. Reasoning, 1993
Fuzzy neural networks with fuzzy weights and fuzzy biases.
Proceedings of International Conference on Neural Networks (ICNN'88), San Francisco, CA, USA, March 28, 1993
1992
Fuzzy Inference System Based on Rough Sets and Its Application to Medical Diagnosis.
Proceedings of the Intelligent Decision Support, 1992