Yusuke Nojima
Orcid: 0000-0003-4853-1305Affiliations:
- Osaka Metropolitan University, Sakai, Japan
According to our database1,
Yusuke Nojima
authored at least 278 papers
between 2000 and 2024.
Collaborative distances:
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Bibliography
2024
Internally and Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee.
IEEE Trans. Fuzzy Syst., March, 2024
CoRR, 2024
IEEE Access, 2024
Constrained Multi-Modal Multi-Objective Evolutionary Algorithm with Problem Transformation into Two-Objective Subproblems.
Proceedings of the Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, 2024
Proceedings of the Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, 2024
A Decomposition-based Constrained Multi-objective Evolutionary Algorithm with Adaptive Weight Adjustment.
Proceedings of the Joint 13th International Conference on Soft Computing and Intelligent Systems and 25th International Symposium on Advanced Intelligent Systems, 2024
A Growing Hierarchical Clustering Algorithm via Parameter-free Adaptive Resonance Theory.
Proceedings of the International Joint Conference on Neural Networks, 2024
Importance of Temporal Information in Fish Habitat Assessment Using Multiobjective Fuzzy Genetics-Based Machine Learning.
Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2024
Quantum Computational Intelligence with Generative AI Image for Human-Machine Interaction.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Fairness-aware Classifier Design via Multi-objective Fuzzy Genetics-based Machine Learning.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
Proceedings of the IEEE International Conference on Fuzzy Systems, 2024
A Federated Data-driven Multiobjective Evolutionary Algorithm via Continual Learnable Clustering.
Proceedings of the IEEE Congress on Evolutionary Computation, 2024
2023
A Multi-Population Multi-Objective Evolutionary Algorithm Based on the Contribution of Decision Variables to Objectives for Large-Scale Multi/Many-Objective Optimization.
IEEE Trans. Cybern., November, 2023
IEEE Trans. Pattern Anal. Mach. Intell., July, 2023
Appl. Soft Comput., March, 2023
Proceedings of the Many-Criteria Optimization and Decision Analysis: State-of-the-Art, 2023
A Fully Interpretable First-Order TSK Fuzzy System and Its Training With Negative Entropic and Rule-Stability-Based Regularization.
IEEE Trans. Fuzzy Syst., 2023
Reliab. Eng. Syst. Saf., 2023
Inf. Fusion, 2023
Intelligent Optimization Under Multiple Factories: Hybrid Flow Shop Scheduling Problem with Blocking Constraints Using an Advanced Iterated Greedy Algorithm.
Complex Syst. Model. Simul., 2023
A Parameter-free Adaptive Resonance Theory-based Topological Clustering Algorithm Capable of Continual Learning.
CoRR, 2023
Reference Vector Adaptation and Mating Selection Strategy via Adaptive Resonance Theory-Based Clustering for Many-Objective Optimization.
IEEE Access, 2023
A Decomposition-based Multi-modal Multi-objective Evolutionary Algorithm with Problem Transformation into Two-objective Subproblems.
Proceedings of the Companion Proceedings of the Conference on Genetic and Evolutionary Computation, 2023
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
Knowledge Graph-Based Genetic Fuzzy Agent for Human Intelligence and Machine Co-Learning.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2023
2022
Prediction by Fuzzy Clustering and KNN on Validation Data With Parallel Ensemble of Interpretable TSK Fuzzy Classifiers.
IEEE Trans. Syst. Man Cybern. Syst., 2022
An adaptive convergence enhanced evolutionary algorithm for many-objective optimization problems.
Swarm Evol. Comput., 2022
Class-wise Classifier Design Capable of Continual Learning using Adaptive Resonance Theory-based Topological Clustering.
CoRR, 2022
Fuzzy rule dropout with dynamic compensation for wide learning algorithm of TSK fuzzy classifier.
Appl. Soft Comput., 2022
Adaptive Resonance Theory-Based Topological Clustering With a Divisive Hierarchical Structure Capable of Continual Learning.
IEEE Access, 2022
Behavior Analysis of Constrained Multiobjective Evolutionary Algorithms using Scalable Constrained Multi-Modal Distance Minimization Problems.
Proceedings of the World Automation Congress, 2022
Proceedings of the World Automation Congress, 2022
Effects of Accuracy-based Single-Objective Optimization in Multiobjective Fuzzy Genetics-based Machine Learning.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022
Search Process Analysis of Multiobjective Evolutionary Algorithms using Convergence-Diversity Diagram.
Proceedings of the Joint 12th International Conference on Soft Computing and Intelligent Systems and 23rd International Symposium on Advanced Intelligent Systems, 2022
Proceedings of the International Joint Conference on Neural Networks, 2022
Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2022
Analytical Methods to Separately Evaluate Convergence and Diversity for Multi-objective Optimization.
Proceedings of the Metaheuristics - 14th International Conference, 2022
2021
Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers.
IEEE Trans. Fuzzy Syst., 2021
Distributed Flow Shop Scheduling with Sequence-Dependent Setup Times Using an Improved Iterated Greedy Algorithm.
Complex Syst. Model. Simul., 2021
AI-Fuzzy Markup Language with Computational Intelligence for High-School Student Learning.
CoRR, 2021
Effects of Different Optimization Formulations in Evolutionary Reinforcement Learning on Diverse Behavior Generation.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2021
Multi-Modal Multi-Objective Traveling Salesman Problem and its Evolutionary Optimizer.
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
2020
A Novel Classification Method From the Perspective of Fuzzy Social Networks Based on Physical and Implicit Style Features of Data.
IEEE Trans. Fuzzy Syst., 2020
Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization.
IEEE Trans. Evol. Comput., 2020
Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts.
IEEE Trans. Evol. Comput., 2020
CoRR, 2020
A hybrid two-stage financial stock forecasting algorithm based on clustering and ensemble learning.
Appl. Intell., 2020
Cluster-Based Membership Function Acquisition Approaches for Mining Fuzzy Temporal Association Rules.
IEEE Access, 2020
Proceedings of the 2020 IEEE Symposium Series on Computational Intelligence, 2020
Stacked Deep Learning Structure with Bidirectional Long-Short Term Memory for Stock Market Prediction.
Proceedings of the Neural Computing for Advanced Applications, 2020
Proceedings of the 2020 International Joint Conference on Neural Networks, 2020
Effects of dominance resistant solutions on the performance of evolutionary multi-objective and many-objective algorithms.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Towards realistic optimization benchmarks: a questionnaire on the properties of real-world problems.
Proceedings of the GECCO '20: Genetic and Evolutionary Computation Conference, 2020
Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020
Many-Objective Problems Are Not Always Difficult for Pareto Dominance-Based Evolutionary Algorithms.
Proceedings of the ECAI 2020 - 24th European Conference on Artificial Intelligence, 29 August-8 September 2020, Santiago de Compostela, Spain, August 29 - September 8, 2020, 2020
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms.
Proceedings of the IEEE Congress on Evolutionary Computation, 2020
Proceedings of the International Symposium on Community-centric Systems, 2020
2019
IEEE Trans. Emerg. Top. Comput. Intell., 2019
Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning.
IEEE Access, 2019
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Effect of Solution Information Sharing between Tasks on the Search Ability of Evolutionary Multiobjective Multitasking Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019
Proceedings of the Genetic and Evolutionary Computation Conference, 2019
Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions.
Proceedings of the Evolutionary Multi-Criterion Optimization, 2019
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
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
2018
A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation.
IEEE Trans. Evol. Comput., 2018
Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front.
IEEE Trans. Evol. Comput., 2018
How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison.
Evol. Comput., 2018
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
Proceedings of the Parallel Problem Solving from Nature - PPSN XV, 2018
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
Proceedings of the Genetic and Evolutionary Computation Conference, 2018
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2018
Proceedings of the 2018 IEEE Congress on Evolutionary Computation, 2018
2017
IEEE Trans. Fuzzy Syst., 2017
Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes.
IEEE Trans. Evol. Comput., 2017
Soft Comput., 2017
An efficient and effective approach for mining a group stock portfolio using mapreduce.
Intell. Data Anal., 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
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
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
IEEE Trans. Evol. Comput., 2016
Mutation operators based on variable grouping for multi-objective large-scale 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
Proceedings of the Parallel Problem Solving from Nature - PPSN XIV, 2016
Proceedings of the Genetic and Evolutionary Computation Conference, 2016
Proceedings of the 2016 IEEE International Conference on Fuzzy Systems, 2016
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
Proceedings of the Springer Handbook of Computational Intelligence, 2015
Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems.
IEEE Trans. Evol. Comput., 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
Proceedings of the Conference on Technologies and Applications of Artificial Intelligence, 2015
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
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. Hum. Mach. Syst., 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
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
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
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
2013
Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation.
IEEE Trans. Fuzzy Syst., 2013
A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions.
IEEE Trans. Fuzzy Syst., 2013
Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design.
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
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
Proceedings of the Fifth International Conference on Computational Aspects of Social Networks, 2013
Proceedings of the 6th International Conference on Biomedical Engineering and Informatics, 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 (IEEE BigData 2013), 2013
2012
Greedy Approximation Algorithms for Generalized Maximum Flow Problem towards Relation Extraction in Information Networks.
Proceedings of the Computational Geometry and Graphs - Thailand-Japan Joint Conference, 2012
Ensemble Fuzzy Rule-Based Classifier Design by Parallel Distributed Fuzzy GBML Algorithms.
Proceedings of the Simulated Evolution and Learning - 9th International Conference, 2012
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. Intell. AI Games, 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.
J. Multiple Valued Log. Soft Comput., 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
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. Evol. Comput., 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
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
Soft Comput., 2009
Artif. Life Robotics, 2009
Evolution of cooperative behavior among heterogeneous agents with different strategy representations in an iterated prisoner's dilemma game.
Artif. Life Robotics, 2009
Incorporation of user preference into multi-objective genetic fuzzy rule selection for pattern classification problems.
Artif. Life Robotics, 2009
Use of multi-objective genetic rule selection for examining the effectiveness of inter-vehicle communication in traffic simulations.
Artif. Life Robotics, 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
Multi-objective behavior coordination based on sensory network for multiple mobile robots.
Proceedings of the 2009 IEEE Workshop on Robotic Intelligence in Informationally Structured Space, 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
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
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
Proceedings of the Fuzzy Sets and Their Extensions: Representation, Aggregation and Models, 2008
Proceedings of the Computational Intelligence: A Compendium, 2008
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.
Eur. J. Oper. Res., 2008
Artif. Life Robotics, 2008
Effects of constructing fuzzy discretization from crisp discretization for rule-based classifiers.
Artif. Life Robotics, 2008
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
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
Proceedings of the FUZZ-IEEE 2008, 2008
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
Proceedings of the 3rd International ICST Conference on Bio-Inspired Models of Network, 2008
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
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. Reason., 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
Data Set Subdivision for Parallel Distributed Implementation of Genetic Fuzzy Rule Selection.
Proceedings of the FUZZ-IEEE 2007, 2007
Optimization of Scalarizing Functions Through Evolutionary Multiobjective Optimization.
Proceedings of the Evolutionary Multi-Criterion Optimization, 4th International Conference, 2007
Proceedings of the IEEE Symposium on Computational Intelligence in Multicriteria Decision Making, 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
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
Proceedings of the 22nd IEEE International Symposium on Intelligent Control, 2007
2006
Proceedings of the Multi-Objective Machine Learning, 2006
Multiple fuzzy state-value functions for human evaluation through interactive trajectory planning of a partner robot.
Soft Comput., 2006
Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers.
Int. J. Hybrid Intell. Syst., 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
Proceedings of the Genetic and Evolutionary Computation Conference, 2006
Fuzzy Data Mining by Heuristic Rule Extraction and Multiobjective Genetic Rule Selection.
Proceedings of the IEEE International Conference on Fuzzy Systems, 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
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
An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization.
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
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
2004
Proceedings of the 2004 IEEE/RSJ International Conference on Intelligent Robots and Systems, Sendai, Japan, September 28, 2004
Trajectory generation and accumulation for partner robots based on structured learning.
Proceedings of the IEEE Congress on Evolutionary Computation, 2004
2003
Local episode-based learning of multi-objective behavior coordination for a mobile robot in dynamic environments.
Proceedings of the 12th IEEE International Conference on Fuzzy Systems, 2003
Trajectory generation for human-friendly behavior of partner robot using fuzzy evaluating interactive genetic algorithm.
Proceedings of the IEEE International Symposium on Computational Intelligence in Robotics and Automation: Computational Intelligence in Robotics and Automation for the New Millennium, 2003
2000
J. Robotics Mechatronics, 2000
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000
Proceedings of the 2000 Congress on Evolutionary Computation, 2000