Hisao Ishibuchi
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Japanese electrical engineer
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Applied Physics
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Electrical Engineering
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Engineering
Hisao Ishibuchi's Degrees
- Bachelors Electrical Engineering Osaka Metropolitan University
- Masters Electrical Engineering Osaka Metropolitan University
- PhD Electrical Engineering Osaka Metropolitan University
Why Is Hisao Ishibuchi Influential?
(Suggest an Edit or Addition)According to Wikipedia, Hisao Ishibuchi from the Osaka Prefecture University, Osaka, Japan, was named Fellow of the Institute of Electrical and Electronics Engineers in 2014 for contributions to evolutionary multiobjective optimization and fuzzy rule-based classifier design.
Hisao Ishibuchi's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A multi-objective genetic local search algorithm and its application to flowshop scheduling (1998) (993)
- Evolutionary many-objective optimization: A short review (2008) (868)
- Selecting fuzzy if-then rules for classification problems using genetic algorithms (1995) (788)
- Balance between genetic search and local search in memetic algorithms for multiobjective permutation flowshop scheduling (2003) (781)
- Multiobjective programming in optimization of the interval objective function (1990) (761)
- Multi-objective genetic algorithm and its applications to flowshop scheduling (1996) (522)
- Distributed representation of fuzzy rules and its application to pattern classification (1992) (514)
- Performance evaluation of fuzzy classifier systems for multidimensional pattern classification problems (1999) (505)
- Rule weight specification in fuzzy rule-based classification systems (2005) (487)
- Effect of rule weights in fuzzy rule-based classification systems (2000) (480)
- Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases (2004) (461)
- Fuzzy rule selection by multi-objective genetic local search algorithms and rule evaluation measures in data mining (2004) (448)
- MOGA: multi-objective genetic algorithms (1995) (445)
- Genetic algorithms for flowshop scheduling problems (1996) (424)
- Classification and modeling with linguistic information granules - advanced approaches to linguistic data mining (2004) (422)
- Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems (1997) (393)
- Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning (2007) (384)
- Performance of Decomposition-Based Many-Objective Algorithms Strongly Depends on Pareto Front Shapes (2017) (374)
- A simple but powerful heuristic method for generating fuzzy rules from numerical data (1997) (352)
- Three-objective genetics-based machine learning for linguistic rule extraction (2001) (316)
- Multi-objective genetic local search algorithm (1996) (310)
- Neural networks that learn from fuzzy if-then rules (1993) (310)
- Adaptive fuzzy rule-based classification systems (1996) (301)
- Performance evaluation of genetic algorithms for flowshop scheduling problems (1994) (283)
- A Review of the Application of Multiobjective Evolutionary Fuzzy Systems: Current Status and Further Directions (2013) (268)
- Modified Distance Calculation in Generational Distance and Inverted Generational Distance (2015) (266)
- Hybridization of fuzzy GBML approaches for pattern classification problems (2005) (265)
- Behavior of Multiobjective Evolutionary Algorithms on Many-Objective Knapsack Problems (2015) (249)
- Voting in fuzzy rule-based systems for pattern classification problems (1999) (245)
- Evolutionary many-objective optimization (2008) (215)
- Localized Weighted Sum Method for Many-Objective Optimization (2018) (211)
- A learning algorithm of fuzzy neural networks with triangular fuzzy weights (1995) (208)
- Specification of Genetic Search Directions in Cellular Multi-objective Genetic Algorithms (2001) (208)
- Construction of fuzzy classification systems with rectangular fuzzy rules using genetic algorithms (1994) (200)
- Modified simulated annealing algorithms for the flow shop sequencing problem (1995) (181)
- Identification of possibilistic linear systems by quadratic membership functions of fuzzy parameters (1990) (172)
- Evolutionary many-objective optimization by NSGA-II and MOEA/D with large populations (2009) (156)
- Hybrid Evolutionary Algorithms (2007) (150)
- Genetic algorithms and neighborhood search algorithms for fuzzy flowshop scheduling problems (1994) (143)
- Fuzzy regression using asymmetric fuzzy coefficients and fuzzified neural networks (2001) (138)
- Simultaneous use of different scalarizing functions in MOEA/D (2010) (134)
- An architecture of neural networks with interval weights and its application to fuzzy regression analysis (1993) (133)
- Evolutionary Multitasking for Multiobjective Continuous Optimization: Benchmark Problems, Performance Metrics and Baseline Results (2017) (126)
- Improving the performance of fuzzy classifier systems for pattern classification problems with continuous attributes (1999) (126)
- A Framework for Large-Scale Multiobjective Optimization Based on Problem Transformation (2018) (121)
- Adaptation of Scalarizing Functions in MOEA/D: An Adaptive Scalarizing Function-Based Multiobjective Evolutionary Algorithm (2009) (120)
- Fuzzy neural networks with fuzzy weights and fuzzy biases (1993) (115)
- Evolutionary Many-Objective Optimization: A Comparative Study of the State-of-the-Art (2018) (114)
- Many-Objective Test Problems to Visually Examine the Behavior of Multiobjective Evolution in a Decision Space (2010) (113)
- Fuzzy data mining: effect of fuzzy discretization (2001) (112)
- Efficient fuzzy partition of pattern space for classification problems (1993) (112)
- How to Specify a Reference Point in Hypervolume Calculation for Fair Performance Comparison (2018) (111)
- Multiobjective genetic fuzzy rule selection of single granularity-based fuzzy classification rules and its interaction with the lateral tuning of membership functions (2011) (104)
- Multitask TSK Fuzzy System Modeling by Mining Intertask Common Hidden Structure (2015) (104)
- Exponential possibility regression analysis (1995) (101)
- Multiobjective Genetic Fuzzy Systems: Review and Future Research Directions (2007) (95)
- A weighted fuzzy classifier and its application to image processing tasks (2007) (94)
- Evolution of iterated prisoner's dilemma game strategies in structured demes under random pairing in game playing (2005) (93)
- An easy-to-use real-world multi-objective optimization problem suite (2020) (92)
- Local search algorithms for flow shop scheduling with fuzzy due-dates☆ (1994) (90)
- Pareto Fronts of Many-Objective Degenerate Test Problems (2016) (87)
- Transfer Prototype-Based Fuzzy Clustering (2014) (87)
- Effectiveness of scalability improvement attempts on the performance of NSGA-II for many-objective problems (2008) (86)
- Parallel Approaches for Multiobjective Optimization (2008) (86)
- Difficulties in specifying reference points to calculate the inverted generational distance for many-objective optimization problems (2014) (82)
- Deep Takagi–Sugeno–Kang Fuzzy Classifier With Shared Linguistic Fuzzy Rules (2018) (82)
- Reference Point Specification in Inverted Generational Distance for Triangular Linear Pareto Front (2018) (81)
- Empirical study on learning in fuzzy systems by rice taste analysis (1994) (80)
- Interpolation of fuzzy if-then rules by neural networks (1994) (79)
- Optimization of Scalarizing Functions Through Evolutionary Multiobjective Optimization (2007) (78)
- Performance comparison of NSGA-II and NSGA-III on various many-objective test problems (2016) (78)
- Learning by fuzzified neural networks (1995) (77)
- Behavior of EMO algorithms on many-objective optimization problems with correlated objectives (2011) (76)
- Indicator-based evolutionary algorithm with hypervolume approximation by achievement scalarizing functions (2010) (73)
- A Review of Evolutionary Multimodal Multiobjective Optimization (2020) (73)
- A fuzzy classifier system that generates fuzzy if-then rules for pattern classification problems (1995) (72)
- A Study on Performance Evaluation Ability of a Modified Inverted Generational Distance Indicator (2015) (72)
- An empirical study on similarity-based mating for evolutionary multiobjective combinatorial optimization (2008) (70)
- Interactive Multiobjective Optimization: A Review of the State-of-the-Art (2018) (70)
- Multi-objective pattern and feature selection by a genetic algorithm (2000) (70)
- Comparison of Heuristic Criteria for Fuzzy Rule Selection in Classification Problems (2004) (70)
- On the effect of reference point in MOEA/D for multi-objective optimization (2017) (69)
- Incorporation of Scalarizing Fitness Functions into Evolutionary Multiobjective Optimization Algorithms (2006) (69)
- Numerical analysis of the learning of fuzzified neural networks from fuzzy if-then rules (2001) (69)
- A Decomposition-Based Evolutionary Algorithm for Multi-modal Multi-objective Optimization (2018) (68)
- Special Issue on Memetic Algorithms (2007) (68)
- A Scalable Indicator-Based Evolutionary Algorithm for Large-Scale Multiobjective Optimization (2019) (67)
- A Survey on the Hypervolume Indicator in Evolutionary Multiobjective Optimization (2021) (67)
- On the use of two reference points in decomposition based multiobjective evolutionary algorithms (2017) (67)
- A many-objective test problem for visually examining diversity maintenance behavior in a decision space (2011) (66)
- Comparison between Single-Objective and Multi-Objective Genetic Algorithms: Performance Comparison and Performance Measures (2006) (64)
- Fuzzy association rules for handling continuous attributes (2001) (62)
- A Double-Niched Evolutionary Algorithm and Its Behavior on Polygon-Based Problems (2018) (62)
- Reference point specification in hypervolume calculation for fair comparison and efficient search (2017) (61)
- Multi-clustering via evolutionary multi-objective optimization (2018) (61)
- Formulation of fuzzy flowshop scheduling problems with fuzzy processing time (1996) (60)
- Benchmarking Multi- and Many-Objective Evolutionary Algorithms Under Two Optimization Scenarios (2017) (60)
- Knowledge-Leverage-Based Fuzzy System and Its Modeling (2013) (59)
- Parallel Distributed Hybrid Fuzzy GBML Models With Rule Set Migration and Training Data Rotation (2013) (59)
- Fuzzy Rule Selection By Data Mining Criteria And Genetic Algorithms (2002) (57)
- Mating Scheme for Controlling the Diversity-Convergence Balance for Multiobjective Optimization (2004) (56)
- A Study on the Specification of a Scalarizing Function in MOEA/D for Many-Objective Knapsack Problems (2013) (54)
- Behavior of Evolutionary Many-Objective Optimization (2008) (52)
- Fuzzy Regression Analysis (1992) (52)
- On Scalable Multiobjective Test Problems With Hardly Dominated Boundaries (2019) (51)
- Handling Imbalance Between Convergence and Diversity in the Decision Space in Evolutionary Multimodal Multiobjective Optimization (2020) (51)
- Iterative approach to indicator-based multiobjective optimization (2007) (49)
- Positive and negative combination effects of crossover and mutation operators in sequencing problems (1996) (48)
- Special issue on emerging trends in soft computing: memetic algorithms (2009) (48)
- Some Issues on the Implementation of Local Search in Evolutionary Multiobjective Optimization (2004) (46)
- Parallel distributed genetic fuzzy rule selection (2008) (45)
- On the effect of normalization in MOEA/D for multi-objective and many-objective optimization (2017) (45)
- Multiple Reference Points-Based Decomposition for Multiobjective Feature Selection in Classification: Static and Dynamic Mechanisms (2020) (45)
- A Similarity-Based Mating Scheme for Evolutionary Multiobjective Optimization (2003) (44)
- A Networked ${N}$ -Player Trust Game and Its Evolutionary Dynamics (2018) (43)
- Cellular Genetic Local Search for Multi-Objective Optimization (2000) (43)
- Adapting Reference Vectors and Scalarizing Functions by Growing Neural Gas to Handle Irregular Pareto Fronts (2020) (43)
- Comparison Between Lamarckian and Baldwinian Repair on Multiobjective 0/1 Knapsack Problems (2005) (43)
- Imbalanced TSK Fuzzy Classifier by Cross-Class Bayesian Fuzzy Clustering and Imbalance Learning (2017) (43)
- Genetic-algorithm-based approaches to the design of fuzzy systems for multi-dimensional pattern classification problems (1996) (41)
- An Empirical Study on the Effect of Mating Restriction on the Search Ability of EMO Algorithms (2003) (41)
- Selecting linguistic classification rules by two-objective genetic algorithms (1995) (41)
- Balance Between Genetic Search And Local Search In Hybrid Evolutionary Multi-criterion Optimization Algorithms (2002) (40)
- Relation between Neighborhood Size and MOEA/D Performance on Many-Objective Problems (2013) (40)
- Hypervolume approximation using achievement scalarizing functions for evolutionary many-objective optimization (2009) (40)
- A niching indicator-based multi-modal many-objective optimizer (2019) (39)
- Effects of using two neighborhood structures on the performance of cellular evolutionary algorithms for many-objective optimization (2009) (39)
- Comparison of Hypervolume, IGD and IGD+ from the Viewpoint of Optimal Distributions of Solutions (2019) (38)
- Performance evaluation of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning (2011) (38)
- A fuzzy neural network with trapezoid fuzzy weights (1994) (37)
- Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design (2013) (37)
- A New Hypervolume-Based Evolutionary Algorithm for Many-Objective Optimization (2019) (36)
- Effects of Three-Objective Genetic Rule Selection on the Generalization Ability of Fuzzy Rule-Based Systems (2003) (36)
- A hybrid fuzzy GBML algorithm for designing compact fuzzy rule-based classification systems (2000) (36)
- Generating fuzzy if-then rules from trained neural networks: linguistic analysis of neural networks (1996) (36)
- Evolution of Strategies With Different Representation Schemes in a Spatial Iterated Prisoner's Dilemma Game (2011) (35)
- Multi-objective scheduling with fuzzy due-date (1998) (35)
- Discussions on Interpretability of Fuzzy Systems using Simple Examples (2009) (34)
- Evolutionary Multiobjective Optimization for Generating an Ensemble of Fuzzy Rule-Based Classifiers (2003) (34)
- Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers (2006) (34)
- Many-objective and many-variable test problems for visual examination of multiobjective search (2013) (33)
- Diversity Improvement by Non-Geometric Binary Crossover in Evolutionary Multiobjective Optimization (2010) (33)
- Evidence theory of exponential possibility distributions (1993) (32)
- Multiobjective Memetic Algorithms (2012) (32)
- Neural networks for soft decision making (2000) (32)
- Evolutionary Multiobjective Knowledge Extraction for High-Dimensional Pattern Classification Problems (2004) (31)
- Genetic-Algorithm-Based Instance and Feature Selection (2001) (31)
- Effectiveness of Genetic Local Search Algorithms (1997) (30)
- Effects of the Existence of Highly Correlated Objectives on the Behavior of MOEA/D (2011) (30)
- Performance evaluation of fuzzy rule-based classification systems obtained by multi-objective genetic algorithms (1998) (30)
- Effects of repair procedures on the performance of EMO algorithms for multiobjective 0/1 knapsack problems (2003) (30)
- Input selection in fuzzy rule-based classification systems (1997) (30)
- Distance-Based Analysis of Crossover Operators for Many-Objective Knapsack Problems (2014) (29)
- Interpretability Issues in Fuzzy Genetics-Based Machine Learning for Linguistic Modelling (2003) (29)
- Evolutionary Multiobjective Design of Fuzzy Rule-Based Systems (2007) (28)
- Performance Evaluation of an Evolutionary Method for RoboCup Soccer Strategies (2005) (28)
- Enhanced Knowledge-Leverage-Based TSK Fuzzy System Modeling for Inductive Transfer Learning (2016) (27)
- Analysis of evolutionary multi-tasking as an island model (2018) (27)
- Selection of initial solutions for local search in multiobjective genetic local search (2002) (27)
- An evolutionary approach for strategy learning in RoboCup soccer (2004) (27)
- Linguistic rule extraction from neural networks and genetic-algorithm-based rule selection (1997) (26)
- Use of biased neighborhood structures in multiobjective memetic algorithms (2009) (26)
- Modification of Evolutionary Multiobjective Optimization Algorithms for Multiobjective Design of Fuzzy Rule-Based Classification Systems (2005) (26)
- A Grid-Based Inverted Generational Distance for Multi/Many-Objective Optimization (2020) (25)
- Recombination of Similar Parents in EMO Algorithms (2005) (25)
- Simple fuzzy rule-based classification systems perform well on commonly used real-world data sets (1997) (25)
- How to Choose Solutions for Local Search in Multiobjective Combinatorial Memetic Algorithms (2010) (25)
- A comparison of multi-objective evolutionary algorithms for the ontology meta-matching problem (2014) (25)
- Hybrid Evolutionary Multi-Objective Optimization Algorithms (2002) (24)
- R2-Based Hypervolume Contribution Approximation (2018) (24)
- Linguistic Rule Extraction by Genetics-Based Machine Learning (2000) (24)
- A Framework to Handle Multimodal Multiobjective Optimization in Decomposition-Based Evolutionary Algorithms (2020) (24)
- Incorporation of user preference into multi-objective genetic fuzzy rule selection for pattern classification problems (2009) (24)
- Breast Cancer Classification Using Statistical Features and Fuzzy Classification of Thermograms (2007) (24)
- DEVELOPMENT OF FUZZY NEURAL NETWORKS (1996) (23)
- Weighted Optimization Framework for Large-scale Multi-objective Optimization (2016) (23)
- Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization (2021) (23)
- Stacked Blockwise Combination of Interpretable TSK Fuzzy Classifiers by Negative Correlation Learning (2018) (23)
- How to compare many-objective algorithms under different settings of population and archive sizes (2016) (23)
- Complexity, interpretability and explanation capability of fuzzy rule-based classifiers (2009) (22)
- Effects of Removing Overlapping Solutions on the Performance of the NSGA-II Algorithm (2005) (22)
- Fuzzy Inference System Based on Rough Sets and Its Application to Medical Diagnosis (1992) (22)
- Designing Fuzzy Ensemble Classifiers by Evolutionary Multiobjective Optimization with an Entropy-Based Diversity Criterion (2006) (21)
- A New Framework of Evolutionary Multi-Objective Algorithms with an Unbounded External Archive (2020) (21)
- Comparison of heuristic rule weight specification methods (2002) (21)
- An analysis of control parameters of MOEA/D under two different optimization scenarios (2018) (21)
- A Review of Evolutionary Multi-modal Multi-objective Optimization (2020) (21)
- Relation between Pareto-Optimal Fuzzy Rules and Pareto-Optimal Fuzzy Rule Sets (2007) (21)
- Comparison of the Michigan and Pittsburgh approaches to the design of fuzzy classification systems (1997) (20)
- Performance evaluation of combined cellular genetic algorithms for function optimization problems (2003) (20)
- Visual examination of the behavior of EMO algorithms for many-objective optimization with many decision variables (2014) (20)
- A new R2 indicator for better hypervolume approximation (2018) (20)
- Evolution of cooperative behavior in the iterated prisoner's dilemma under random pairing in game playing (2005) (20)
- Prescreening of Candidate Rules Using Association Rule Mining and Pareto-optimality in Genetic Rule Selection (2007) (20)
- Initialization of Q-values by fuzzy rules for accelerating Q-learning (1998) (20)
- Incorporation of a decision space diversity maintenance mechanism into MOEA/D for multi-modal multi-objective optimization (2018) (20)
- Effect of localized selection on the evolution of unplanned coordination in a market selection game (2001) (19)
- Possibility and necessity pattern classification using neural networks (1992) (19)
- Generating single granularity-based fuzzy classification rules for multiobjective genetic fuzzy rule selection (2009) (19)
- Effects of dominance resistant solutions on the performance of evolutionary multi-objective and many-objective algorithms (2020) (19)
- A Fuzzy Reinforcement Learning for a Ball Interception Problem (2003) (19)
- Techniques and Applications of Genetic Algorithm-Based Methods for Designing Compact Fuzzy Classification Systems (1999) (19)
- Implementation of Simple Multiobjective Memetic Algorithms and Its Applications to Knapsack Problems (2004) (19)
- Incorporation of decision maker's preference into evolutionary multiobjective optimization algorithms (2006) (19)
- Effect of local search on the performance of cellular multiobjective genetic algorithms for designing fuzzy rule-based classification systems (2002) (18)
- Preference-based NSGA-II for many-objective knapsack problems (2014) (18)
- Stacked-Structure-Based Hierarchical Takagi-Sugeno-Kang Fuzzy Classification Through Feature Augmentation (2017) (18)
- Hypervolume Subset Selection for Triangular and Inverted Triangular Pareto Fronts of Three-Objective Problems (2017) (18)
- An approach to fuzzy default reasoning for function approximation (2006) (18)
- Generalization of Dominance Relation-Based Replacement Rules for Memetic EMO Algorithms (2003) (18)
- Regular Pareto Front Shape is not Realistic (2019) (18)
- Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of Data (2019) (18)
- Performance evaluation of simple multiobjective genetic local search algorithms on multiobjective 0/1 knapsack problems (2004) (18)
- Fuzzy Data Mining by Heuristic Rule Extraction and Multiobjective Genetic Rule Selection (2006) (18)
- Multitask Coupled Logistic Regression and its Fast Implementation for Large Multitask Datasets (2015) (17)
- Multiobjective Genetic Fuzzy Systems (2015) (17)
- A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms (2021) (17)
- An empirical study on the specification of the local search application probability in multiobjective memetic algorithms (2007) (17)
- Evolution of Reference Sets in Nearest Neighbor Classification (1998) (17)
- Designing fuzzy rule-based classifiers that can visually explain their classification results to human users (2008) (17)
- Implementation of Multiobjective Memetic Algorithms for Combinatorial Optimization Problems: A Knapsack Problem Case Study (2009) (17)
- Topological Clustering via Adaptive Resonance Theory With Information Theoretic Learning (2019) (17)
- Use of Heuristic Local Search for Single-Objective Optimization in Multiobjective Memetic Algorithms (2008) (17)
- Review of coevolutionary developments of evolutionary multi-objective and many-objective algorithms and test problems (2014) (17)
- DISCRIMINANT ANALYSIS OF MULTI-DIMENSIONAL INTERVAL DATA AND ITS APPLICATION TO CHEMICAL SENSING (1990) (16)
- NSGA-II With Simple Modification Works Well on a Wide Variety of Many-Objective Problems (2020) (16)
- Performance evaluation of fuzzy partitions with different fuzzification grades (2002) (16)
- Modification of Local Search Directions for Non-dominated Solutions in CellularMultiobjective Genetic Algorithms forPattern Classification Problems (2003) (16)
- Improving the performance of fuzzy classification systems by membership function learning and feature selection (2002) (16)
- Mutation operators based on variable grouping for multi-objective large-scale optimization (2016) (16)
- Soft Computing Techniques for Dependable Cyber-Physical Systems (2018) (15)
- Fuzzification of input vectors for improving the generalization ability of neural networks (1998) (15)
- A Scalable Multimodal Multiobjective Test Problem (2019) (15)
- Construction of Fuzzy Classification Systems Using Genetic Algorithms (1995) (15)
- Three-objective genetic algorithms for designing compact fuzzy rule-based systems for pattern classification problems (2001) (15)
- An Analysis of Quality Indicators Using Approximated Optimal Distributions in a 3-D Objective Space (2020) (15)
- Common properties of scalable multiobjective problems and a new framework of test problems (2016) (15)
- Fuzzy expert system based on rough sets and its application to medical diagnosis (1992) (15)
- Relation Between Weight Vectors and Solutions in MOEA/D (2015) (14)
- A meta-fuzzy classifier for specifying appropriate fuzzy partitions by genetic fuzzy rule selection with data complexity measures (2011) (14)
- Evolutionary many-objective optimization using preference on hyperplane (2014) (14)
- Selecting a small number of non-dominated solutions to be presented to the decision maker (2014) (14)
- Comparison of evolutionary multiobjective optimization with rference solution-based single-objective approach (2005) (14)
- Preference representation using Gaussian functions on a hyperplane in evolutionary multi-objective optimization (2016) (14)
- Pattern and Feature Selection by Genetic Algorithms in Nearest Neighbor Classification (2000) (14)
- Implementation of fuzzy Q-learning for a soccer agent (2003) (14)
- Fuzzy regression analysis by neural networks with non-symmetric fuzzy number weights (1996) (14)
- Toward quantitative definition of explanation ability of fuzzy rule-based classifiers (2011) (13)
- Application of Fuzzy Inference Rules to Early Semi-automatic Estimation of Activity Duration in Software Project Management (2014) (13)
- Comparison between Fuzzy and Interval Partitions in Evolutionary Multiobjective Design of Rule-Based Classification Systems (2005) (13)
- Selecting a small number of representative non-dominated solutions by a hypervolume-based solution selection approach (2009) (13)
- A Variable Neighbourhood Search Algorithm with Compound Neighbourhoods for VRPTW (2016) (13)
- Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data (2001) (13)
- The Effect of Using Match History on the Evolution of RoboCup Soccer Team Strategies (2006) (13)
- Effects of configuration of agents with different strategy representations on the evolution of cooperative behavior in a spatial IPD game (2011) (13)
- Fuzzy Neural Networks with Fuzzy Weights (1993) (13)
- Constructing fuzzy classification systems from weighted training patterns (2004) (13)
- A study on generating fuzzy classification rules using histograms (1998) (13)
- Empirical Analysis of Using Weighted Sum Fitness Functions in NSGA-II for Many-Objective 0/1 Knapsack Problems (2009) (13)
- Learning fuzzy rules from iterative execution of games (2003) (13)
- Deriving fuzzy discretization from interval discretization (2003) (12)
- Reference point specification in MOEA/D for multi-objective and many-objective problems (2016) (12)
- Selecting fuzzy rules with forgetting in fuzzy classification systems (1994) (12)
- Generating Fuzzy Classification Rules from Trained Neural Networks (1997) (12)
- Adjusting Membership Functions in Fuzzy Rule-Based Classification Systems (1997) (12)
- A Fuzzy Classifier System That Generates Linguistic Rules for Pattern Classification Problems (1995) (12)
- Multiobjective fuzzy scheduling with the OWA operator for handling different scheduling criteria and different job importance (1999) (12)
- A cost-based fuzzy system for pattern classification with class importance (2008) (12)
- Trade-off between the Number of Fuzzy Rules and Their Classification Performance (2003) (12)
- Review and analysis of three components of the differential evolution mutation operator in MOEA/D-DE (2019) (11)
- Genetic-algorithm-based approach to linguistic approximation of nonlinear functions with many input variables (1999) (11)
- Sensitivity of performance evaluation results by inverted generational distance to reference points (2016) (11)
- Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary Algorithms [Research Frontier] (2022) (11)
- Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams (2014) (11)
- Effects of Using Two Neighborhood Structures in Cellular Genetic Algorithms for Function Optimization (2006) (11)
- Neural Networks with Interval Weights for Nonlinear Mappings of Interval Vectors (Special Issue on Neurocomputing) (1994) (10)
- GA-based approaches for finding the minimum reference set for nearest neighbor classification (1998) (10)
- Recombination of Similar Parents in SMS-EMOA on Many-Objective 0/1 Knapsack Problems (2012) (10)
- Fast Greedy Subset Selection From Large Candidate Solution Sets in Evolutionary Multiobjective Optimization (2021) (10)
- Fuzzy If-Then Rules for Pattern Classification (2000) (10)
- Learning of fuzzy connection weights in fuzzified neural networks (1996) (10)
- Multiobjective Formulations of Fuzzy Rule-Based Classification System Design (2005) (10)
- Multiobjective genetic fuzzy rule selection with fuzzy relational rules (2013) (10)
- A Fuzzy Ensemble Learning Method for Pattern Classification (2003) (10)
- Genetic rule selection with a multi-classifier coding scheme for ensemble classifier design (2007) (10)
- Implementation of cellular genetic algorithms with two neighborhood structures for single-objective and multi-objective optimization (2011) (10)
- Difficulty in Evolutionary Multiobjective Optimization of Discrete Objective Functions with Different Granularities (2013) (10)
- Heuristic extraction of fuzzy classification rules using data mining techniques: an empirical study on benchmark data sets (2004) (10)
- Constructing fuzzy ensembles for pattern classification problems (2003) (10)
- Use of Pareto-Optimal and Near Pareto-Optimal Candidate Rules in Genetic Fuzzy Rule Selection (2007) (10)
- Pattern Classification with Linguistic Rules (2008) (10)
- Search ability of evolutionary multiobjective optimization algorithms for multiobjective fuzzy genetics-based machine learning (2009) (10)
- How to strike a balance between local search and global search in multiobjective memetic algorithms for multiobjective 0/1 knapsack problems (2013) (10)
- Indicator-Based Weight Adaptation for Solving Many-Objective Optimization Problems (2019) (10)
- Adjusting fuzzy partitions by genetic algorithms and histograms for pattern classification problems (1998) (10)
- Accuracy improvement of genetic fuzzy rule selection with candidate rule addition and membership tuning (2010) (10)
- Identification method of possibility distributions and its application to discriminant analysis (1993) (9)
- Evolution of cooperative behavior in a spatial iterated prisoner's dilemma game with different representation schemes of game strategies (2009) (9)
- Fuzzy Partition and Input Selection by Genetic Algorithms for Designing Fuzzy Rule-Based Classification Systems (1998) (9)
- Effects of Similarity-Based Mating Scheme on Evolutionary Function Optimization (2005) (9)
- Effects of Spatial Structures on Evolution of Iterated Prisoner’s Dilemma Game Strategies in Single-Dimensional and Two-Dimensional Grids (2006) (9)
- Fast Topological Adaptive Resonance Theory Based on Correntropy Induced Metric (2019) (9)
- Fuzzy reasoning method in fuzzy rule-based systems with general and specific rules for function approximation (1999) (9)
- Evolution of neighborly relations in a spatial IPD game with cooperative players and hostile players (1999) (9)
- Design of Linguistically Interpretable Fuzzy Rule-Based Classifiers: A Short Review and Open Questions (2011) (9)
- Evolutionary algorithms for constructing linguistic rule-based systems for high-dimensional pattern classification problems (1998) (9)
- Scalability of multiobjective genetic local search to many-objective problems: Knapsack problem case studies (2008) (9)
- On the effect of localized PBI method in MOEA/D for multi-objective optimization (2016) (9)
- On the Effect of the Cooperation of Indicator-Based Multiobjective Evolutionary Algorithms (2021) (9)
- Learning Fuzzy If-Then Rules for Pattern Classi cation with Weighted Training Patterns (2005) (9)
- Accuracy-Complexity Tradeoff Analysis in Data Mining by Multiobjective Genetic Rule Selection (2006) (9)
- Incorporation of Hypervolume Approximation with Scalarizing Functions into Indicator-Based Evolutionary Multiobjective Optimization Algorithms (2010) (9)
- Evolutionary Multi-objective Rule Selection for Classification Rule Mining (2008) (9)
- Approximate Pattern Classification Using Neural Networks (1993) (9)
- Relation between the Performance of Ensemble Classification Systems and the Diversity of Classification Systems (2007) (9)
- Bidirectional bridge between neural networks and linguistic knowledge: linguistic rule extraction and learning from linguistic rules (1998) (9)
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- Acknowledgments to Reviewers (1998) (0)
- Use of inverted triangular weight vectors in decomposition-based multiobjective algorithms (2017) (0)
- Effects of corner weight vectors on the performance of decomposition-based multiobjective algorithms (2023) (0)
- Learning of Neural Networks from Incomplete Information with Missing Values and Its Application to Medical Diagnosis (1994) (0)
- Multilayer Clustering Based on Adaptive Resonance Theory for Noisy Environments (2020) (0)
- Initial Population Generation Method and its Effects on MOEA/D (2021) (0)
- Effects of spatial structures on evolution of iterated prisoner’s dilemma game strategies with probabilistic decision making (2007) (0)
- Reference Point Specification for Greedy Hypervolume Subset Selection (2021) (0)
- Performance comparison of EMO algorithms on test problems with different search space shape (2017) (0)
- Effects of Local Mating in Inter-task Crossover on the Performance of Decomposition-based Evolutionary Multiobjective Multitask optimization Algorithms (2020) (0)
- IEEE CIS VP-Technical Activities Vision Statement [Society Briefs] (2010) (0)
- Design of Understandable Fuzzy Models (2005) (0)
- Genetic Fuzzy Rule Selection with Pareto-optimal Rules as Candidate Rules (2008) (0)
- Application of Interactive Fuzzy Data Mining to the Analysis of Inter-Vehicle Communication in Traffic Simulations (2009) (0)
- Learning of Neural Newtorks from Fuzzy Input and Fuzzy Output Data(Journal of Japan Society for Fuzzy Theory and Systems) (1992) (0)
- Erratum to "R2-Based Hypervolume Contribution Approximation" (2020) (0)
- Preface: 3rd international conference on fuzzy logic, neural nets, and soft computing (1995) (0)
- WCCI 2006 and WCCI 2016 in Vancouver [Editor's Remarks] (2015) (0)
- Neural Networks with Fuzzy Inputs and Fuzzy Outputs (1993) (0)
- Use of non-geometric binary crossover as mutation (2010) (0)
- A dual-grid dual-phase strategy for constrained multi-objective optimization (2019) (0)
- A boosting algorithm with subset selection of training patterns (2003) (0)
- Fuzzy Genetics-Based Machine Learning to Handle Continually Increasing Unknown Classes (2020) (0)
- Top Three News Stories on IEEE CIM in 2014 [Editor's Remarks] (2015) (0)
- An Empirical Study on the Effect of a Parallel Distributed Implementation of GAssist (2013) (0)
- Interval GMDH and Its Application (1989) (0)
- Comparison of different fitness functions in genetic fuzzy rule selection (2012) (0)
- AI and CI [Editor's Remarks] (2019) (0)
- Optimal Distributions of Solutions for Hypervolume Maximization on Triangular and Inverted Triangular Pareto Fronts of Four-Objective Problems (2019) (0)
- Parallel algorithm of simulated annealing with modified generation mechanism (1991) (0)
- Interpreting the Behavior of a Trading Agent Using Fuzzy If-Then Rules (2005) (0)
- Relation Between Objective Space Normalization and Weight Vector Scaling in Decomposition-Based Multi-Objective Evolutionary Algorithms (2022) (0)
- Periodical Weight Vector Update Using an Unbounded External Archive for Decomposition-Based Evolutionary Multi-Objective Optimization (2021) (0)
- Evolutionary Multimodal Multiobjective Optimization for Traveling Salesman Problems (2023) (0)
- Direction Vector Selection for R2-Based Hypervolume Contribution Approximation (2022) (0)
- Decreasing Excess Fuzziness Included in Fuzzy Output Vectors from Neural Networks (1999) (0)
- Difficulties of MOEA/D with Tchebycheff function for many-objective DTLZ 1-4 problems (2016) (0)
- Evolution ofCooperative Behavior intheIterated Prisoner's Dilemma underRandomPairing inGamePlaying (2005) (0)
- Environmental selection using a fuzzy classifier for multiobjective evolutionary algorithms (2021) (0)
- Further analysis on strange evolution behavior of 7-bit binary string strategies in iterated prisoner's dilemma game (2016) (0)
- Geographical Outreach Activities [Editor's Remarks] (2014) (0)
- IEEE SSCI 2014 General Committee (2014) (0)
- Product-Mix Analysis for Multi-Product Lot Production in a Common Production Cycle : Product-Mix Analysis for Multi-Product Lot Production on a Single Machine (Part I) (1989) (0)
- Dm-KDE: dynamical kernel density estimation by sequences of KDE estimators with fixed number of components over data streams (2014) (0)
- Designing Cost-Sensitive Fuzzy Systems for a Game Environment (2007) (0)
- Effects of Archive Size on Computation Time and Solution Quality for Multi-Objective Optimization (2022) (0)
- Adaptive Resonance Theory-based Clustering for Handling Mixed Data (2022) (0)
- Performance evaluation of fuzzy rule-based systems with class priority for medical diagnosis problems (2007) (0)
- Two-Stage Greedy Approximated Hypervolume Subset Selection for Large-Scale Problems (2023) (0)
- Approaches to the Design of Classification Systems from Numerical Data and Linguistic Knowledge (2001) (0)
- Fuzzy arithmetic in neural networks for linguistic rule extraction (1998) (0)
- Formulation of Multi-Objective Fuzzy Scheduling Problems with Job Importance Grades (1999) (0)
- The dilemma between eliminating dominance-resistant solutions and preserving boundary solutions of extremely convex Pareto fronts (2021) (0)
- Effects of Different Implementations of a Real Random Number Generator on the Search Behavior of Multiobjective Evolutionary Algorithms (2016) (0)
- Proposal of Approximating Hypervolume by Scalarizing Functions for Evolutionary Many-Objective Optimization (2009) (0)
- Proceedings of the 2015 IEEE International Conference on Fuzzy Systems, August 2-5, Istanbul, Turkey (2015) (0)
- Performance Comparison of Multi-Objective Evolutionary Algorithms on Simple and Difficult Many-Objective Test Problems (2020) (0)
- Microsoft Word-TAAI2015_Final_Camera_Ready_v4 (2015) (0)
- Power of a Single Photo in the Big Data Era [Editor's Remarks] (2016) (0)
- Using Boosting Techniques to Improve the Performance of Fuzzy Classification Systems (2005) (0)
- Fuzzy rule-based strategy for a market selection game (2001) (0)
- Cashless Society [Editor's Remarks] (2019) (0)
- Evolutionary Multi-Objective Optimization Algorithm Framework with Three Solution Sets (2020) (0)
- Lamarckian Repair and Darwinian Repair in EMO Algorithms for Multiobjective 0 / 1 Knapsack Problems (2004) (0)
- Smart World [Editor's Remarks] (2017) (0)
- Forecasting Using Interval Neural Networks: Application to Demand Forecasting (1994) (0)
- Effects of the Use of Scalar Fitness Functions in Evolutionary Many-Objective Optimization (2008) (0)
- Multiobjective Optimization with Fuzzy Classification-Assisted Environmental Selection (2021) (0)
- Extracting linguistic knowledge and its use as decision support in a virtual futures market (2003) (0)
- Performance Evaluation of Cost-Sensitive Fuzzy Classification Systems for Breast Cancer Diagnosis (2006) (0)
- HVC-Net: Deep Learning Based Hypervolume Contribution Approximation (2022) (0)
- Traveling with My Laptop [Editor's Remarks] (2015) (0)
- Talking with Young Researchers [Editor's Remarks] (2015) (0)
- Proceedings of the 10th International Conference on Simulated Evolution and Learning - Volume 8886 (2014) (0)
- Prof. Lotfi A. Zadeh [Editor's Remarks] (2019) (0)
- Topological Kernel Bayesian ARTMAP (2018) (0)
- A Two-stage Hypervolume Contribution Approximation Method Based on R2 Indicator (2021) (0)
- Multiobjective Genetic Fuzzy Systems-Accurate and Interpretable Fuzzy Rule-Based Classifier Design-Plenary Talk (2009) (0)
- A Study on Strategy Evolution in a Game with Uncertain Performance (2005) (0)
- Robust Evaluation using Match History for Evolution of Soccer Team Strategies (2005) (0)
- Effects of Periodical Rotation of Training Data Subsets on Evolution Process in Parallel Distributed Genetic Fuzzy Rule Selection (2010) (0)
- 09041 Working Group 4: MCDM and RIMO (2009) (0)
- IEEE TRANSACTIONS ® ON SYSTEMS, MAN, AND CYBERNETICS Editor-in-Chief (2009) (0)
- Online Adaptation of Intelligent Decision-Making Systems (2002) (0)
- Evolutionary Many‐objective Optimization: Difficulties, Approaches, and Discussions (2023) (0)
- Difficulties in choosing a single final classifier from non-dominated solutions in multiobjective fuzzy genetics-based machine learning (2013) (0)
- FUZZIFICATION OF NEURAL NETWORKS FOR CLASSIFICATION PROBLEMS (2002) (0)
- Preference-Based Nonlinear Normalization for Multiobjective Optimization (2023) (0)
- Implementation of Elitism in Cellular Genetic Algorithms (2007) (0)
- Message from the New Editor-in-Chief [Editor's Remarks] (2014) (0)
- Forecasting Using Interval Neural Networks (1994) (0)
- Generating Classification Rules From Numerical Data With Misclassification Cost (2006) (0)
- A message from the conference organizers: 2011 IEEE international conference on fuzzy systems (2011) (0)
- Evidence Theory Based on Normal Possibility Distributions (1992) (0)
- Voting Schemes in Fuzzy Classification Systems (1997) (0)
- Fuzzy Q-learning for Acquiring the Behavior of a Soccer Agent (2003) (0)
- CIS Distinguished Lecturers Program Editor's Remarks (2016) (0)
- Genetic RuleSelection asaPostprocessing Procedure inFuzzyDataMining (2006) (0)
- A Decomposition-based Hybrid Evolutionary Algorithm for Multi-modal Multi-objective Optimization (2021) (0)
- Two Formulations of Discriminant Problem for Interval Data (1989) (0)
- Neighborhood Specification for Game Strategy Evolution in a Spatial Iterated Prisoner's Dilemma Game (2013) (0)
- Determination of Inspection Order by Interval Arithmetic Neural Networks (1995) (0)
- Examining the Effect of Cost Assignment on the Performance of Cost-Based Classification Systems (2006) (0)
- Learning to Approximate: Auto Direction Vector Set Generation for Hypervolume Contribution Approximation (2022) (0)
- An Improved Fuzzy Classifier-Based Evolutionary Algorithm for Expensive Multiobjective Optimization Problems with Complicated Pareto Sets (2023) (0)
- Improving the Efficiency of R2HCA-EMOA (2021) (0)
- A Decomposition-Based Multi-Modal Multi-Objective Evolutionary Algorithm Transforming to Two-Objective Problems (2021) (0)
- Second Term as Editor-in-Chief [Editor's Remarks] (2016) (0)
- Dynamic Multi-modal Multi-objective Optimization: A Preliminary Study (2022) (0)
- Effects of nongeometric binary crossover on multiobjective 0/1 knapsack problems (2009) (0)
- Comparison ofSearch Ability between Genetic FuzzyRuleSelection and FuzzyGenetics-Based Machine Learning (2006) (0)
- Interactive (1+1) evolutionary strategy with one-fifth success rule (2014) (0)
- Decreasing excess fuzziness in fuzzy outputs from neural networks for linguistic rule extraction (1999) (0)
- BEHAVIOR VISUALIZATION OF AUTONOMOUS TRADING AGENTS (2005) (0)
- On fine-tuning of Autoencoders for Fuzzy rule classifiers (2021) (0)
- Effects of Crossover Operations on the Performance of EMO Algorithms (2005) (0)
- Evolutionary Multi-Objective Multi-Tasking for Fuzzy Genetics-Based Machine Learning in Multi-Label Classification (2022) (0)
- Effects of Parent Selection in Inter-Task Crossover on the Search Ability of Evolutionary Multiobjective Multitasking (2020) (0)
- CIS Sponsored Conferences in 2019 [Editor's Remarks] (2018) (0)
- Multi-Modal Multi-Objective Traveling Salesman Problem and its Evolutionary Optimizer (2021) (0)
- FUZZ-IEE'96に参加して (1996) (0)
- Exponential Possibility Discriminant Analysis (1994) (0)
- New Journal, New Editor-in-Chief and New VP for Publications [Editor's Remarks] (2017) (0)
- After 30 Years of Work in Osaka [Editor's Remarks] (2017) (0)
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