Three objective genetics-based machine learning for linguisitc rule extraction

A novel method for discovering fuzzy sequential patterns using the simple fuzzy partition method

Journal of the American Society for Information Science and Technology

A fuzzy data mining algorithm for finding sequential patterns

International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems

Comparison of Heuristic Criteria for Fuzzy Rule Selection in Classification Problems

Fuzzy Optimization and Decision Making

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

Computational Optimization and Applications

Genetic algorithm for the personnel assignment problem with multiple objectives

Information Sciences: an International Journal

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

International Journal of Approximate Reasoning

Fuzzy integral-based perceptron for two-class pattern classification problems

Information Sciences: an International Journal

Identification of interpretable and accurate fuzzy classifiers and function estimators with hybrid methods

Applied Soft Computing

Weighting fuzzy classification rules using receiver operating characteristics (ROC) analysis

Information Sciences: an International Journal

A PSO-aided neuro-fuzzy classifier employing linguistic hedge concepts

Expert Systems with Applications: An International Journal

Eliciting transparent fuzzy model using differential evolution

Applied Soft Computing

A parallel genetic local search algorithm for intrusion detection in computer networks

Engineering Applications of Artificial Intelligence

A proposed method for learning rule weights in fuzzy rule-based classification systems

Fuzzy Sets and Systems

Fuzzy classifier identification using decision tree and multiobjective evolutionary algorithms

International Journal of Approximate Reasoning

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

Supervised and Reinforcement Evolutionary Learning for Wavelet-based Neuro-fuzzy Networks

Journal of Intelligent and Robotic Systems

Neuro-IG: A Hybrid System for Selection and Elimination of Predictor Variables and non Relevant Individuals

Informatica

Low-level interpretability and high-level interpretability: a unified view of data-driven interpretable fuzzy system modelling

Fuzzy Sets and 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

Fewer Hyper-Ellipsoids Fuzzy Rules Generation Using Evolutional Learning Scheme

Cybernetics and Systems

Classification performance evaluation of single-layer perceptron with Choquet integral-based TOPSIS

Applied Intelligence

Developing a bioaerosol detector using hybrid genetic fuzzy systems

Engineering Applications of Artificial Intelligence

Evolutionary multiobjective optimization and multiobjective fuzzy system design

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

Nonadditive grey single-layer perceptron with Choquet integral for pattern classification problems using genetic algorithms

Neurocomputing

Evaluating classification performances of single-layer perceptron with a Choquet fuzzy integral-based neuron

Expert Systems with Applications: An International Journal

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

Expert Systems with Applications: An International Journal

Learning Classifier Systems: Looking Back and Glimpsing Ahead

Learning Classifier Systems

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

A hybrid evolutionary algorithm for attribute selection in data mining

Expert Systems with Applications: An International Journal

Evolutionary multiobjective fuzzy system design

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

A particle swarm optimization-aided fuzzy cloud classifier applied for plant numerical taxonomy based on attribute similarity

Expert Systems with Applications: An International Journal

A hybrid coevolutionary algorithm for designing fuzzy classifiers

Information Sciences: an International Journal

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

Applied Soft Computing

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

IEEE Transactions on Neural Networks

Soft-computing based diagnostic tool for analyzing demyelination in magnetic resonance images

Applied Soft Computing

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

Determining membership functions and minimum fuzzy support in finding fuzzy association rules for classification problems

Knowledge-Based Systems

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

Analytic network process for pattern classification problems using genetic algorithms

Information Sciences: an International Journal

FC4fuzzy rules system acquisition of complex system using interactive evolutionary computation

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2

Cooperative fuzzy rulebase construction based on a novel fuzzy decision tree

IIT'09 Proceedings of the 6th international conference on Innovations in information technology

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

An incremental genetic algorithm for classification and sensitivity analysis of its parameters

Expert Systems with Applications: An International Journal

Design and analysis of genetic fuzzy systems for intrusion detection in computer networks

Expert Systems with Applications: An International Journal

Tissue classification in magnetic resonance images through the hybrid approach of Michigan and Pittsburg genetic algorithm

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 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

Bridging the fuzzy, neural and evolutionary paradigms for automatic target recognition

Applied Intelligence

Extracting linguistic rules from data sets using fuzzy logic and genetic algorithms

Neurocomputing

A hybrid of multiobjective Evolutionary Algorithm and HMM-Fuzzy model for time series prediction

Neurocomputing

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

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

Applied Intelligence

AMI Screening Using Linguistic Fuzzy Rules

Journal of Medical Systems

Accuracy vs. interpretability of fuzzy rule-based classifiers: an evolutionary approach

SIDE'12 Proceedings of the 2012 international conference on Swarm and Evolutionary Computation

An interval type-2 fuzzy logic system for the modeling and prediction of financial applications

AIS'12 Proceedings of the Third international conference on Autonomous and Intelligent Systems

A hybrid fuzzy rule-based multi-criteria framework for sustainable project portfolio selection

Information Sciences: an International Journal

A genetic design of linguistic terms for fuzzy rule based classifiers

International Journal of Approximate Reasoning

A New Approach to Associative Classification Based on Binary Multi-objective Particle Swarm Optimization

International Journal of Applied Metaheuristic Computing

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

Learning Fuzzy Network Using Sequence Bound Global Particle Swarm Optimizer

International Journal of Fuzzy System Applications

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