Learning and decision-making in the framework of fuzzy lattices
New learning paradigms in soft computing
An Automated Hybrid CBR System for Forecasting
ECCBR '02 Proceedings of the 6th European Conference on Advances in Case-Based Reasoning
Handling Different Forms of Uncertainty in Regression Analysis: A Fuzzy Belief Structure Approach
ECSQARU '95 Proceedings of the European Conference on Symbolic and Quantitative Approaches to Reasoning and Uncertainty
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Multiobjective Optimization in Linguistic Rule Extraction from Numerical Data
EMO '01 Proceedings of the First International Conference on Evolutionary Multi-Criterion Optimization
Granularity and specificity in fuzzy rule-based systems
Granular computing
Learning fuzzy classification rules from labeled data
Information Sciences—Informatics and Computer Science: An International Journal - Special issue on recent advances in soft computing
Learning fuzzy rules from iterative execution of games
Fuzzy Sets and Systems - Theme: Modeling and learning
Supervised fuzzy clustering for the identification of fuzzy classifiers
Pattern Recognition Letters
Accuracy, comprehensibility and completeness evaluation of a fuzzy expert system
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
Design of transparent mamdani fuzzy inference systems
Design and application of hybrid intelligent systems
Rule extraction, complexity reduction and evolutionary optimization for fuzzy modeling
International Journal of Knowledge-based and Intelligent Engineering Systems - Soft Computing and its Applications to E-Business
Evolving structure and parameters of fuzzy models with interpretable membership functions
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Fuzzy classifier design using genetic algorithms
Pattern Recognition
Integrating rough set theory and fuzzy neural network to discover fuzzy rules
Intelligent Data Analysis
A vector similarity measure for linguistic approximation: Interval type-2 and type-1 fuzzy sets
Information Sciences: an International Journal
Designing of classifiers based on immune principles and fuzzy rules
Information Sciences: an International Journal
Fuzzy inference system for software product family process evaluation
Information Sciences: an International Journal
On the use of divergence distance in fuzzy clustering
Fuzzy Optimization and Decision Making
ISNN '07 Proceedings of the 4th international symposium on Neural Networks: Part II--Advances in Neural Networks
Fuzzy Modelling Methodologies for Large Database
IFSA '07 Proceedings of the 12th international Fuzzy Systems Association world congress on Foundations of Fuzzy Logic and Soft Computing
Developing a bioaerosol detector using hybrid genetic fuzzy systems
Engineering Applications of Artificial Intelligence
Interpretability constraints for fuzzy information granulation
Information Sciences: an International Journal
Fuzzy model validation using the local statistical approach
Fuzzy Sets and Systems
Computers & Mathematics with Applications
A hybrid coevolutionary algorithm for designing fuzzy classifiers
Information Sciences: an International Journal
Improving fuzzy logic controllers obtained by experts: a case study in HVAC systems
Applied Intelligence
Looking for a good fuzzy system interpretability index: An experimental approach
International Journal of Approximate Reasoning
A new method for design and reduction of neuro-fuzzy classification systems
IEEE Transactions on Neural Networks
Fault detection and fuzzy rule extraction in AC motors by a neuro-fuzzy ART-based system
Engineering Applications of Artificial Intelligence
Engineering Applications of Artificial Intelligence
TaSe, a Taylor series-based fuzzy system model that combines interpretability and accuracy
Fuzzy Sets and Systems
Online identification of a neuro-fuzzy model through indirect fuzzy clustering of data space
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
Interpretable decisions by means of similarities and modifiers
FUZZ-IEEE'09 Proceedings of the 18th international conference on Fuzzy Systems
A general and formal methodology to design stable nonlinear fuzzy control systems
IEEE Transactions on Fuzzy Systems
EMO'03 Proceedings of the 2nd international conference on Evolutionary multi-criterion optimization
A dynamically constrained multiobjective genetic fuzzy system for regression problems
IEEE Transactions on Fuzzy Systems
A fuzzy approach for negotiating quality of services
TGC'06 Proceedings of the 2nd international conference on Trustworthy global computing
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Similarities in fuzzy data mining: from a cognitive view to real-world applications
WCCI'08 Proceedings of the 2008 IEEE world conference on Computational intelligence: research frontiers
IEEE Transactions on Fuzzy Systems - Special section on computing with words
Identification of the linear parts of nonlinear systems for fuzzy modeling
Applied Soft Computing
A neural-fuzzy modelling framework based on granular computing: Concepts and applications
Fuzzy Sets and Systems
New model for system behavior prediction based on belief rule based systems
Information Sciences: an International Journal
Information Sciences: an International Journal
Interpretability assessment of fuzzy knowledge bases: A cointension based approach
International Journal of Approximate Reasoning
Neuro-fuzzy modeling and fuzzy rule extraction applied to conflict management
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Interpretability of linguistic fuzzy rule-based systems: An overview of interpretability measures
Information Sciences: an International Journal
Design of fuzzy rule-based classifiers with semantic cointension
Information Sciences: an International Journal
Design of interpretable and accurate fuzzy models from data
FSKD'05 Proceedings of the Second international conference on Fuzzy Systems and Knowledge Discovery - Volume Part I
A similarity measure for fuzzy rulebases based on linguistic gradients
Information Sciences: an International Journal
Hybrid approach for context-aware service discovery in healthcare domain
Journal of Computer and System Sciences
Advances in fuzzy temporal relational databases: a review
WSEAS Transactions on Information Science and Applications
A novel brain-inspired neuro-fuzzy hybrid system for artificial ventilation modeling
Expert Systems with Applications: An International Journal
Data and feature reduction in fuzzy modeling through particle swarm optimization
Applied Computational Intelligence and Soft Computing
A systematic fuzzy rule based approach for fault classification in transmission lines
Applied Soft Computing
Information Sciences: an International Journal
Rule base simplification by using a similarity measure of fuzzy sets
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology - FUZZYSS'2011: 2nd International Fuzzy Systems Symposium
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In fuzzy rule-based models acquired from numerical data, redundancy may be present in the form of similar fuzzy sets that represent compatible concepts. This results in an unnecessarily complex and less transparent linguistic description of the system. By using a measure of similarity, a rule base simplification method is proposed that reduces the number of fuzzy sets in the model. Similar fuzzy sets are merged to create a common fuzzy set to replace them in the rule base. If the redundancy in the model is high, merging similar fuzzy sets might result in equal rules that also can be merged, thereby reducing the number of rules as well. The simplified rule base is computationally more efficient and linguistically more tractable. The approach has been successfully applied to fuzzy models of real world systems