Hisao Ishibuchi

According to our database1, Hisao Ishibuchi authored at least 397 papers between 1992 and 2019.

Collaborative distances:

Awards

IEEE Fellow

IEEE Fellow 2014, "For contributions to evolutionary multiobjective optimization and fuzzy rule-based classifier design".

Timeline

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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 Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2019

A niching indicator-based multi-modal many-objective optimizer.
Swarm and Evolutionary Computation, 2019

Review and analysis of three components of the differential evolution mutation operator in MOEA/D-DE.
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 Cyber-Physical Systems.
IEEE Access, 2019

Non-elitist evolutionary multi-objective 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 many-objective 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 Multi-Criterion Optimization, 2019

Indicator-Based Weight Adaptation for Solving Many-Objective Optimization Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019

A Hybrid Surrogate-Assisted Evolutionary Algorithm for Computationally Expensive Many-Objective 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 Polygon-Based 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

Two-Layered Weight Vector Specification in Decomposition-Based Multi-Objective Algorithms for Many-Objective 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 Takagi-Sugeno-Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules.
IEEE Trans. Fuzzy Systems, 2018

A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation.
IEEE Trans. Evolutionary Computation, 2018

Localized Weighted Sum Method for Many-Objective Optimization.
IEEE Trans. Evolutionary Computation, 2018

Guest Editorial Evolutionary Many-Objective 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 N-Player Trust Game and Its Evolutionary Dynamics.
IEEE Trans. Evolutionary Computation, 2018

Multi-clustering via evolutionary multi-objective 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 Cyber-Physical 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 State-of-the-Art.
IEEE Access, 2018

Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art.
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 Decomposition-Based Evolutionary Algorithm for Multi-modal Multi-objective 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 Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems.
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018

Use of Two Reference Points in Hypervolume-Based 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 multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Dual-grid 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 multi-modal multi-objective optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Analysis of evolutionary multi-tasking as an island model.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018

Dynamic Specification of a Reference Point for Hypervolume Calculation in SMS-EMOA.
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018

2017
Imbalanced TSK Fuzzy Classifier by Cross-Class 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

Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation.
IEEE Trans. Emerging Topics in Comput. Intellig., 2017

Performance of Decomposition-Based Many-Objective 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 Editor-in-Chief [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 Editor-in-Chief and New VP for Publications [Editor's Remarks].
IEEE Comp. Int. Mag., 2017

On the effect of reference point in MOEA/D for multi-objective optimization.
Appl. Soft Comput., 2017

Benchmarking Multi- and Many-Objective Evolutionary Algorithms Under Two Optimization Scenarios.
IEEE Access, 2017

Use of inverted triangular weight vectors in decomposition-based multiobjective algorithms.
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Use of Inverted Triangular Weight Vectors in Decomposition-Based Many-Objective 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

Michigan-style fuzzy GBML with (1+1)-ES generation update and multi-pattern 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 genetics-based 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 Three-Objective Problems.
Proceedings of the 14th ACM/SIGEVO Conference on Foundations of Genetic Algorithms, 2017

2016
Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning.
ACM TIST, 2016

Transfer Prototype-Based Fuzzy Clustering.
IEEE Trans. Fuzzy Systems, 2016

Pareto Fronts of Many-Objective Degenerate Test Problems.
IEEE Trans. Evolutionary Computation, 2016

Preference representation using Gaussian functions on a hyperplane in evolutionary multi-objective 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 Editor-in-Chief [Editor's Remarks].
IEEE Comp. Int. Mag., 2016

Mutation operators based on variable grouping for multi-objective large-scale optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

On the effect of localized PBI method in MOEA/D for multi-objective optimization.
Proceedings of the 2016 IEEE Symposium Series on Computational Intelligence, 2016

Reference point specification in MOEA/D for multi-objective and many-objective 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 Large-scale Multi-objective Optimization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

Multiobjective fuzzy genetics-based machine learning with a reject option.
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016

Meta-optimization based multi-objective test problem generation using WFG toolkit.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Further analysis on strange evolution behavior of 7-bit 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 Pittsburgh-style genetics-based 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 many-objective 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 NSGA-II and NSGA-III on various many-objective test problems.
Proceedings of the IEEE Congress on Evolutionary Computation, 2016

Characteristics of many-objective 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 Many-Objective 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 Michigan-style fuzzy genetics-based 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 Michigan-style fuzzy genetics-based machine learning.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

Handling a training dataset as a black-box model for privacy preserving in fuzzy GBML algorithms.
Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, 2015

A Knee-Based EMO Algorithm with an Efficient Method to Update Mobile Reference Points.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2015

Modified Distance Calculation in Generational Distance and Inverted Generational Distance.
Proceedings of the Evolutionary Multi-Criterion 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 7-bit 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 genetics-Based machine learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Comparing solution sets of different size in evolutionary many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2015

Rotation effects of objective functions in parallel distributed multiobjective fuzzy genetics-based machine learning.
Proceedings of the 10th Asian Control Conference, 2015

Application of Parallel Distributed Implementation to Multiobjective Fuzzy Genetics-Based Machine Learning.
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015

2014
Application of Fuzzy Inference Rules to Early Semi-automatic Estimation of Activity Duration in Software Project Management.
IEEE Trans. Human-Machine Systems, 2014

Dm-KDE: 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 Editor-in-Chief [Editor's Remarks].
IEEE Comp. Int. Mag., 2014

A multi-objective approach for solving the survivable network design problem with simultaneous unicast and anycast flows.
Appl. Soft Comput., 2014

Selecting a small number of non-dominated solutions to be presented to the decision maker.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014

Preference-based NSGA-II for many-objective 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 post-processing for hybrid fuzzy genetics-based 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

Distance-Based Analysis of Crossover Operators for Many-Objective 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 many-objective optimization using preference on hyperplane.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Meta-level multi-objective formulations of set optimization for multi-objective optimization problems: multi-reference point approach to hypervolume maximization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2014

Hybrid fuzzy genetics-based machine learning with entropy-based inhomogeneous interval discretization.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

Review of coevolutionary developments of evolutionary multi-objective and many-objective algorithms and test problems.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2014

Difficulties in specifying reference points to calculate the inverted generational distance for many-objective optimization problems.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 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 many-objective optimization with many decision variables.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

A comparison of multi-objective evolutionary algorithms for the ontology meta-matching 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

Knowledge-Leverage-Based Fuzzy System and Its Modeling.
IEEE Trans. Fuzzy Systems, 2013

Repeated double cross-validation for choosing a single solution in evolutionary multi-objective 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 Many-Objective Knapsack Problems.
Proceedings of the Learning and Intelligent Optimization - 7th International Conference, 2013

Difficulties in choosing a single final classifier from non-dominated solutions in multiobjective fuzzy genetics-based 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 rule-based 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 genetics-based machine learning with data rotation.
Proceedings of the FUZZ-IEEE 2013, 2013

Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2013

Effects of duplicated objectives in many-objective optimization problems on the search behavior of hypervolume-based evolutionary algorithms.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Multi-Criteria Decision-Making, 2013

Many-objective and many-variable 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 genetics-based 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 Rule-Based 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

Two-objective 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 SMS-EMOA on Many-Objective 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 genetics-based machine learning to imbalanced data sets.
Proceedings of the FUZZ-IEEE 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 single-objective and multi-objective optimization.
Soft Comput., 2011

Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning.
Soft Comput., 2011

Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions.
Soft Comput., 2011

Design of Linguistically Interpretable Fuzzy Rule-Based Classifiers: A Short Review and Open Questions.
Multiple-Valued Logic and Soft Computing, 2011

Training Data Subdivision and Periodical Rotation in Hybrid Fuzzy Genetics-Based 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 cross-validation for performance evaluation of multi-objective genetic fuzzy systems.
Proceedings of the 5th IEEE International Workshop on Genetic and Evolutionary Fuzzy Systems, 2011

A many-objective test problem for visually examining diversity maintenance behavior in a decision space.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

A meta-fuzzy classifier for specifying appropriate fuzzy partitions by genetic fuzzy rule selection with data complexity measures.
Proceedings of the FUZZ-IEEE 2011, 2011

Toward quantitative definition of explanation ability of fuzzy rule-based classifiers.
Proceedings of the FUZZ-IEEE 2011, 2011

Effects of the Existence of Highly Correlated Objectives on the Behavior of MOEA/D.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2011

Many-objective test problems with multiple Pareto optimal regions in a decision space.
Proceedings of the 2011 IEEE Symposium on Computational Intelligence in Multicriteria Decision-Making, 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 many-objective optimization problems with correlated objectives.
Proceedings of the IEEE Congress on Evolutionary Computation, 2011

2010
Diversity Improvement by Non-Geometric Binary Crossover in Evolutionary Multiobjective Optimization.
IEEE Trans. Evolutionary Computation, 2010

Guest editorial: Memetic Algorithms for Evolutionary Multi-Objective Optimization.
Memetic Computing, 2010

IEEE CIS VP-Technical Activities Vision Statement [Society Briefs].
IEEE Comp. Int. Mag., 2010

Parallel Distributed Implementation of Genetics-Based 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

Many-Objective 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 multi-objective 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

Indicator-based 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 FUZZ-IEEE 2010, 2010

Effects of fine fuzzy partitions on the generalization ability of evolutionary multi-objective fuzzy rule-based classifiers.
Proceedings of the FUZZ-IEEE 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 NSGA-II for Many-Objective 0/1 Knapsack Problems.
Proceedings of the UKSim'11, 2009

Effects of Including Single-Objective 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 Genetics-Based Machine Learning.
Proceedings of the First International Conference of Soft Computing and Pattern Recognition, 2009

Evolutionary Many-Objective Optimization by NSGA-II 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

Single-objective and multi-objective formulations of solution selection for hypervolume maximization.
Proceedings of the Genetic and Evolutionary Computation Conference, 2009

Selecting a small number of representative non-dominated solutions by a hypervolume-based solution selection approach.
Proceedings of the FUZZ-IEEE 2009, 2009

Evolution of cooperative behavior in a spatial iterated prisoner's dilemma game with different representation schemes of game strategies.
Proceedings of the FUZZ-IEEE 2009, 2009

Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning.
Proceedings of the FUZZ-IEEE 2009, 2009

Complexity, interpretability and explanation capability of fuzzy rule-based classifiers.
Proceedings of the FUZZ-IEEE 2009, 2009

Generating single granularity-based fuzzy classification rules for multiobjective genetic fuzzy rule selection.
Proceedings of the FUZZ-IEEE 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 Function-Based Multiobjective Evolutionary Algorithm.
Proceedings of the Evolutionary Multi-Criterion 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 Multi-Criteria Decision-Making, 2009

Hypervolume approximation using achievement scalarizing functions for evolutionary many-objective optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2009

Effects of using two neighborhood structures on the performance of cellular evolutionary algorithms for many-objective 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 Rule-Based Classifiers.
Proceedings of the Computational Intelligence: A Compendium, 2008

Evolutionary Multi-objective Rule Selection for Classification Rule Mining.
Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008

An empirical study on similarity-based 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 Many-Objective 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 Single-Objective 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 Multi-classifier Coding Scheme.
Proceedings of the Hybrid Artificial Intelligence Systems, Third International Workshop, 2008

Evolutionary many-objective optimization.
Proceedings of the 3rd International Workshop on Genetic and Evolving Systems, 2008

Designing fuzzy rule-based 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 non-geometric binary crossover: a worst one-max solver competition case study.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Effectiveness of scalability improvement attempts on the performance of NSGA-II for many-objective problems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

Effectiveness of designing fuzzy rule-based classifiers from Pareto-optimal rules.
Proceedings of the FUZZ-IEEE 2008, 2008

Parallel Approaches for Multiobjective Optimization.
Proceedings of the Multiobjective Optimization, 2008

Evolutionary many-objective optimization: A short review.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

Scalability of multiobjective genetic local search to many-objective problems: Knapsack problem case studies.
Proceedings of the IEEE Congress on Evolutionary Computation, 2008

A study on constructing fuzzy systems for high-level 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 Bio-Inspired Models of Network, 2008

Multiobjective Classification Rule Mining.
Proceedings of the Multiobjective Problem Solving from Nature, 2008

2007
Use of Pareto-Optimal and Near Pareto-Optimal 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 Cost-Sensitive Fuzzy-Rule-Based Systems for Pattern Classification Problems.
JACIII, 2007

Genetic rule selection with a multi-classifier coding scheme for ensemble classifier design.
Int. J. Hybrid Intell. Syst., 2007

Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based 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 Pareto-optimality in Genetic Rule Selection.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Effects of the use of non-geometric 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 FUZZ-IEEE 2007, 2007

Fuzzy Classification of Gene Expression Data.
Proceedings of the FUZZ-IEEE 2007, 2007

Data Set Subdivision for Parallel Distributed Implementation of Genetic Fuzzy Rule Selection.
Proceedings of the FUZZ-IEEE 2007, 2007

Introducing Class-Based Classification Priority in Fuzzy Rule-Based Classification Systems.
Proceedings of the FUZZ-IEEE 2007, 2007

Multiobjective Genetic Fuzzy Systems: Review and Future Research Directions.
Proceedings of the FUZZ-IEEE 2007, 2007

Evolutionary Multiobjective Design of Fuzzy Rule-Based Systems.
Proceedings of the IEEE Symposium on Foundations of Computational Intelligence, 2007

Relation between Pareto-Optimal Fuzzy Rules and Pareto-Optimal Fuzzy Rule Sets.
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 2007

Cost-Sensitive 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 indicator-based 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 Inter-Vehicle 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 Multi-Objective Fuzzy Rule Selection.
Proceedings of the Multi-Objective Machine Learning, 2006

An approach to fuzzy default reasoning for function approximation.
Soft Comput., 2006

Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers.
Int. J. Hybrid Intell. Syst., 2006

Examining the Effect of Cost Assignment on the Performance of Cost-Based 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 Knowledge-Based Intelligent Information and Engineering Systems, 2006

Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based 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 Cost-based Fuzzy Rule-based 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 Multi-Criterion 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 Single-Dimensional and Two-Dimensional Grids.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Comparison between Single-Objective and Multi-Objective 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 Rule-Based 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 Rule-Based 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 Rule-Based 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 solution-based single-objective approach.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

Modification of Evolutionary Multiobjective Optimization Algorithms for Multiobjective Design of Fuzzy Rule-Based Classification Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Comparison between Fuzzy and Interval Partitions in Evolutionary Multiobjective Design of Rule-Based Classification Systems.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2005

Learning Fuzzy If-Then 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 Rule-Based 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 NSGA-II Algorithm.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Recombination of Similar Parents in EMO Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Comparison Between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Effects of Crossover Operations on the Performance of EMO Algorithms.
Proceedings of the Practical Approaches to Multi-Objective 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: 978-3-540-20767-2, 2005

2004
Implementation of Simple Multiobjective Memetic Algorithms and Its Applications to Knapsack Problems.
Int. J. Hybrid Intell. Syst., 2004

Fuzzy rule selection by multi-objective 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 981-02-4016-3.
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

Multi-objective evolutionary design of fuzzy rule-based systems.
Proceedings of the IEEE International Conference on Systems, 2004

Evolutionary Multiobjective Knowledge Extraction for High-Dimensional Pattern Classification Problems.
Proceedings of the Parallel Problem Solving from Nature, 2004

A Study on Weighting Training Patterns for Fuzzy Rule-Based 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 Diversity-Convergence 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 relation-based 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 Genetics-Based 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 Relation-Based Replacement Rules for Memetic EMO Algorithms.
Proceedings of the Genetic and Evolutionary Computation, 2003

Evolutionary Multiobjective Optimization for Generating an Ensemble of Fuzzy Rule-Based Classifiers.
Proceedings of the Genetic and Evolutionary Computation, 2003

A Similarity-Based Mating Scheme for Evolutionary Multiobjective Optimization.
Proceedings of the Genetic and Evolutionary Computation, 2003

Performance evaluation of three-objective genetic rule selection.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003

Implementation of fuzzy Q-learning 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 Non-dominated Solutions in CellularMultiobjective Genetic Algorithms forPattern Classification Problems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Effects of Three-Objective Genetic Rule Selection on the Generalization Ability of Fuzzy Rule-Based Systems.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

An Empirical Study on the Effect of Mating Restriction on the Search Ability of EMO Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2003

Acquiring the positioning skill in a soccer game using a fuzzy Q-learning.
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 rule-based 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 Multi-Objective 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 Multi-criterion 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 Rule-Based Systems for Pattern Classification Problems.
Proceedings of the FSDK'02, 2002

On-Line Learning of a Fuzzy System for a Future Market.
Proceedings of the FSDK'02, 2002

2001
Effect of rule weights in fuzzy rule-based classification systems.
IEEE Trans. Fuzzy Systems, 2001

Evolution of unplanned coordination in a market selection game.
IEEE Trans. Evolutionary Computation, 2001

Three-objective genetics-based 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 if-then 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 Rule-Based Systems for Game Playing .
Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2001

Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data.
Proceedings of the Evolutionary Multi-Criterion 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 Multi-Objective 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

Multi-objective pattern and feature selection by a genetic algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference (GECCO '00), 2000

Linguistic Rule Extraction by Genetics-Based 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 High-dimensional Classification Problems.
JACIII, 1999

Voting in fuzzy rule-based 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 multi-objective 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 Knowledge-Based Intelligent Electronic Systems, 1998

Neighborhood structures for genetic local search algorithms.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Improving the generalization ability of neural networks by interval arithmetic.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

A study on generating fuzzy classification rules using histograms.
Proceedings of the Knowledge-Based Intelligent Electronic Systems, 1998

Fuzzy Partition and Input Selection by Genetic Algorithms for Designing Fuzzy Rule-Based 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

Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems.
Fuzzy Sets and Systems, 1997

Linguistic rule extraction from neural networks and genetic-algorithm-based 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 rule-based classification systems.
IEEE Trans. Fuzzy Systems, 1996

Fuzzy regression analysis by neural networks with non-symmetric fuzzy number weights.
Proceedings of International Conference on Neural Networks (ICNN'96), 1996

Generating fuzzy if-then 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

Genetic-Algorithm-Based Approaches to the Design of Fuzzy Systems for Multi-Dimensional Pattern Classification Problems.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

Multi-Objective Genetic Local Search Algorithm.
Proceedings of 1996 IEEE International Conference on Evolutionary Computation, 1996

1995
Selecting fuzzy if-then 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 if-then 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 if-then 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


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