Fuzzy Sets and Systems - Control and applications
Mining fuzzy association rules for classification problems
Computers and Industrial Engineering
On-line fuzzy identification using genetic algorithms
Fuzzy Sets and Systems - Fuzzy systems
Finding fuzzy classification rules using data mining techniques
Pattern Recognition Letters
Improving Simple Linguistic Fuzzy Models by Means of the Weighted COR Methodology
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
A Prediction System for Cardiovascularity Diseases Using Genetic Fuzzy Rule-Based Systems
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Designing an Efficient Fuzzy classifier Using an Intelligent Genetic Algorithm
COMPSAC '00 24th International Computer Software and Applications Conference
Learning and Rewriting in Fuzzy Rule Graphs
AGTIVE '99 Proceedings of the International Workshop on Applications of Graph Transformations with Industrial Relevance
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
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
A GA-based fuzzy modeling approach for generating TSK models
Fuzzy Sets and Systems - Modeling and control
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
Intelligent data analysis
A hierarchical knowledge-based environment for linguistic modeling: models and iterative methodology
Fuzzy Sets and Systems - Theme: Learning and modeling
Deriving two-stage learning sequences from knowledge in fuzzy sequential pattern mining
Information Sciences—Informatics and Computer Science: An International Journal
Time-series prediction using adaptive neuro-fuzzy networks
International Journal of Systems Science
Finding useful fuzzy concepts for pattern classification using genetic algorithm
Information Sciences: an International Journal
Design of hierarchical fuzzy model for classification problem using GAs
Computers and Industrial Engineering
International Journal of Approximate Reasoning
Soft computing approach for modeling power plant with a once-through boiler
Engineering Applications of Artificial Intelligence
Fuzzy classifier design using genetic algorithms
Pattern Recognition
MOAS'07 Proceedings of the 18th conference on Proceedings of the 18th IASTED International Conference: modelling and simulation
A fuzzy case-based reasoning model for sales forecasting in print circuit board industries
Expert Systems with Applications: 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
SIMPLE FUZZY GRID PARTITION FOR MINING MULTIPLE-LEVEL FUZZY SEQUENTIAL PATTERNS
Cybernetics and Systems
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
The clustering algorithm for nonlinear system identification
WSEAS Transactions on Computers
A hierarchical fuzzy system with high input dimensions for forecasting foreign exchange rates
International Journal of Artificial Intelligence and Soft Computing
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
Evolutionary multiobjective fuzzy system design
Proceedings of the 3rd International Conference on Bio-Inspired Models of Network, Information and Computing Sytems
Information Sciences: an International Journal
Improved genetic algorithm for optimal design of fuzzy classifier
International Journal of Computer Applications in Technology
International Journal of Approximate Reasoning
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems
Applied Intelligence
A Comparative Study of Fuzzy Classifiers on Breast Cancer Data
IWANN '03 Proceedings of the 7th International Work-Conference on Artificial and Natural Neural Networks: Part II: Artificial Neural Nets Problem Solving Methods
Design of hierarchical fuzzy model for classification problem using GAs
Computers and Industrial Engineering
Using an efficient immune symbiotic evolution learning for compensatory neuro-fuzzy controller
IEEE Transactions on Fuzzy Systems
MS '07 The 18th IASTED International Conference on Modelling and Simulation
Fuzzy rule base classifier fusion for protein mass spectra based ovarian cancer diagnosis
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Engineering Applications of Artificial Intelligence
Design of adaptive fuzzy model for classification problem
Engineering Applications of Artificial Intelligence
Performance evaluation of fuzzy classification methods designed for real time application
International Journal of Approximate Reasoning
A weight-featured and data-distribution-based fuzzy pattern classification approach
Control and Intelligent 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
An adaptive multiobjective approach to evolving ART architectures
IEEE Transactions on Neural Networks
IEEE Transactions on Fuzzy Systems - Special section on computing with words
Construction of a neuron-fuzzy classification model based on feature-extraction approach
Expert Systems with Applications: An International Journal
On-line incremental feature weighting in evolving fuzzy classifiers
Fuzzy Sets and Systems
Conceptual-driven classification for coding advise in health insurance reimbursement
Artificial Intelligence in Medicine
Parallel distributed implementation of genetics-based machine learning for fuzzy classifier design
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
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
Evolutionary design of fuzzy classifiers using information granules
AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence
Refinement of fuzzy production rules by using a fuzzy-neural approach
ICMLC'05 Proceedings of the 4th international conference on Advances in Machine Learning and Cybernetics
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part II
Applications of fuzzy logic functions to knowledge discovery in databases
Transactions on Rough Sets II
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Applying cluster-based fuzzy association rules mining framework into EC environment
Applied Soft Computing
A fuzzy classification system based on Ant Colony Optimization for diabetes disease diagnosis
Expert Systems with Applications: An International Journal
Modeling with discrete-time recurrent fuzzy systems via mixed-integer optimization
Fuzzy Sets and Systems
Breast Cancer Classification Based on Advanced Multi Dimensional Fuzzy Neural Network
Journal of Medical Systems
Optimizing the modified fuzzy ant-miner for efficient medical diagnosis
Applied Intelligence
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
An Intelligent Operator for Genetic Fuzzy Rule Based System
International Journal of Intelligent Information Technologies
Scalable fuzzy genetic classifier based on fitness approximation
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
Adaptability, interpretability and rule weights in fuzzy rule-based systems
Information Sciences: an International Journal
Expert Systems with Applications: An International Journal
An integration of fuzzy inference systems and Genetic Algorithms for Wireless Sensor Networks
International Journal of Hybrid Intelligent Systems
A single-objective genetic-fuzzy approach for multi-objective fuzzy problems
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
A new method for fuzzy rule base reduction
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Fuzzy modelling of knee joint with genetic optimization
Applied Bionics and Biomechanics - Assistive and Rehabilitation Robotics
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This paper proposes a genetic-algorithm-based method for selecting a small number of significant fuzzy if-then rules to construct a compact fuzzy classification system with high classification power. The rule selection problem is formulated as a combinatorial optimization problem with two objectives: to maximize the number of correctly classified patterns and to minimize the number of fuzzy if-then rules. Genetic algorithms are applied to this problem. A set of fuzzy if-then rules is coded into a string and treated as an individual in genetic algorithms. The fitness of each individual is specified by the two objectives in the combinatorial optimization problem. The performance of the proposed method for training data and test data is examined by computer simulations on the iris data of Fisher