Single-objective and two-objective genetic algorithms for selecting linguistic rules for pattern classification problems

Learning premises of fuzzy rules for knowledge acquisition in classification problems

Knowledge and Information Systems

Designing an Efficient Fuzzy classifier Using an Intelligent Genetic Algorithm

COMPSAC '00 24th International Computer Software and Applications Conference

Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data

EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization

Evolution of Reference Sets in Nearest Neighbor Classification

SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Learning from Linguistic Rules and Rule Extraction for Function Approximation by Neural Networks

SEAL'98 Selected papers from the Second Asia-Pacific Conference on Simulated Evolution and Learning on Simulated Evolution and Learning

Learning fuzzy rules from iterative execution of games

Fuzzy Sets and Systems - Theme: Modeling and learning

A constructive method for building fuzzy rule-based systems

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Finding useful fuzzy concepts for pattern classification using genetic algorithm

Information Sciences: an International Journal

A Dual-Objective Evolutionary Algorithm for Rules Extraction in Data Mining

Computational Optimization and Applications

Design of hierarchical fuzzy model for classification problem using GAs

Computers and Industrial Engineering

Analysis of interpretability-accuracy tradeoff of fuzzy systems by multiobjective fuzzy genetics-based machine learning

International Journal of Approximate Reasoning

Improving the accuracy while preserving the interpretability of fuzzy function approximators by means of multi-objective evolutionary algorithms

International Journal of Approximate Reasoning

Extraction of fuzzy rules from support vector machines

Fuzzy Sets and Systems

A modified fuzzy min-max neural network with rule extraction and its application to fault detection and classification

Applied Soft Computing

Designing of classifiers based on immune principles and fuzzy rules

Information Sciences: an International Journal

Evolutionary multiobjective optimization for the design of fuzzy rule-based ensemble classifiers

International Journal of Hybrid Intelligent Systems - Hybrid Intelligent systems in Ensembles

Genetic rule selection with a multi-classifier coding scheme for ensemble classifier design

International Journal of Hybrid Intelligent Systems - Hybridization of Intelligent Systems

Hybrid fuzzy logic control with genetic optimisation for a single-link flexible manipulator

Engineering Applications of Artificial Intelligence

Fuzzy Classification with Multi-objective Evolutionary Algorithms

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems

Effects of Diversity Measures on the Design of Ensemble Classifiers by Multiobjective Genetic Fuzzy Rule Selection with a Multi-classifier Coding Scheme

HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems

Interpretability constraints for fuzzy information granulation

Information Sciences: an International Journal

Evolutionary multiobjective optimization and multiobjective fuzzy system design

CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology

Extracting fuzzy rules based on fusion of soft computing in oil exploration management

Expert Systems with Applications: An International Journal

Increasing accuracy of two-class pattern recognition with enhanced fuzzy functions

Expert Systems with Applications: An International Journal

Prescreening of Candidate Rules Using Association Rule Mining and Pareto-optimality in Genetic Rule Selection

KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference

Solving the ocean color inverse problem by using evolutionary multi-objective optimization of neuro-fuzzy systems

International Journal of Knowledge-based and Intelligent Engineering Systems

Evolutionary multiobjective fuzzy system design

Proceedings of the 3rd International Conference on Bio-Inspired Models of Network, Information and Computing Sytems

Learning concurrently partition granularities and rule bases of Mamdani fuzzy systems in a multi-objective evolutionary framework

International Journal of Approximate Reasoning

Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems

Applied Intelligence

Fuzzy Classification of Mortality by Infection of Severe Burnt Patients Using Multiobjective Evolutionary Algorithms

IWINAC '09 Proceedings of the 3rd International Work-Conference on The Interplay Between Natural and Artificial Computation: Part I: Methods and Models in Artificial and Natural Computation. A Homage to Professor Mira's Scientific Legacy

A soft computing-based approach for integrated training and rule extraction from artificial neural networks: DIFACONN-miner

Applied Soft Computing

Design of hierarchical fuzzy model for classification problem using GAs

Computers and Industrial Engineering

Improving generalization of fuzzy IF-THEN rules by maximizing fuzzy entropy

IEEE Transactions on Fuzzy Systems

A new method for design and reduction of neuro-fuzzy classification systems

IEEE Transactions on Neural Networks

A genetic rule weighting and selection process for fuzzy control of heating, ventilating and air conditioning systems

Engineering Applications of Artificial Intelligence

A multiobjective evolutionary approach to concurrently learn rule and data bases of linguistic fuzzy-rule-based systems

IEEE Transactions on Fuzzy Systems

Application notes: MEBRA: multiobjective evolutionary-based risk assessment

IEEE Computational Intelligence Magazine

Effects of three-objective genetic rule selection on the generalization ability of fuzzy rule-based systems

EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization

Evolutionary multiobjective optimization for generating an ensemble of fuzzy rule-based classifiers

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI

A modified fuzzy min-max neural network with a genetic-algorithm-based rule extractor for pattern classification

IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans - Special issue on recent advances in biometrics

An adaptive multiobjective approach to evolving ART architectures

IEEE Transactions on Neural Networks

Integration of an index to preserve the semantic interpretability in the multiobjective evolutionary rule selection and tuning of linguistic fuzzy systems

IEEE Transactions on Fuzzy Systems - Special section on computing with words

On reducing computational overhead in multi-objective genetic Takagi-Sugeno fuzzy systems

Applied Soft Computing

A multi-objective neuro-evolutionary algorithm to obtain interpretable fuzzy models

CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence

Learning in the feed-forward random neural network: A critical review

Performance Evaluation

Review Article: Multi-objective nature-inspired clustering and classification techniques for image segmentation

Applied Soft Computing

A historical review of evolutionary learning methods for Mamdani-type fuzzy rule-based systems: Designing interpretable genetic fuzzy systems

International Journal of Approximate Reasoning

Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures

Information Sciences: an International Journal

A hierarchical model of a linguistic variable

Information Sciences: an International Journal

Multi-objective evolutionary fuzzy systems

WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications

A double axis classification of interpretability measures for linguistic fuzzy rule-based systems

WILF'11 Proceedings of the 9th international conference on Fuzzy logic and applications

Genetic lateral and amplitude tuning with rule selection for fuzzy control of heating, ventilating and air conditioning systems

IEA/AIE'06 Proceedings of the 19th international conference on Advances in Applied Artificial Intelligence: industrial, Engineering and Other Applications of Applied Intelligent Systems

Hierarchical radial basis function neural networks for classification problems

ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I

Finding simple fuzzy classification systems with high interpretability through multiobjective rule selection

KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II

Design of t–s fuzzy classifier via linear matrix inequality approach

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

Design of fuzzy rule-based classifier: pruning and learning

FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I

A multi-objective evolutionary algorithm for an effective tuning of fuzzy logic controllers in heating, ventilating and air conditioning systems

Applied Intelligence

Improving fuzzy rule-based decision models by means of a genetic 2-tuples based tuning and the rule selection

MDAI'06 Proceedings of the Third international conference on Modeling Decisions for Artificial Intelligence

Ensemble fuzzy rule-based classifier design by parallel distributed fuzzy GBML algorithms

SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning

A hierarchical approach to multi-class fuzzy classifiers

Expert Systems with Applications: An International Journal

An efficient multi-objective evolutionary fuzzy system for regression problems

International Journal of Approximate Reasoning

Repeated double cross-validation for choosing a single solution in evolutionary multi-objective fuzzy classifier design

Knowledge-Based Systems

Adaptability, interpretability and rule weights in fuzzy rule-based systems

Information Sciences: an International Journal

A novel approach for designing adaptive fuzzy classifiers based on the combination of an artificial immune network and a memetic algorithm

Information Sciences: an International Journal

A single-objective genetic-fuzzy approach for multi-objective fuzzy problems

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology