Accuracy Improvements in Linguistic Fuzzy Modeling

Comparison of Heuristic Criteria for Fuzzy Rule Selection in Classification Problems

Fuzzy Optimization and Decision Making

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

International Journal of Approximate Reasoning

Genetic learning of accurate and compact fuzzy rule based systems based on the 2-tuples linguistic representation

International Journal of Approximate Reasoning

A Study on the Evolutionary Adaptive Defuzzification Methods in Fuzzy Modeling

International Journal of Hybrid Intelligent Systems

Eliciting transparent fuzzy model using differential evolution

Applied Soft Computing

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

Fuzzy Sets and Systems

An Improved ACO Based Plug-in to Enhance the Interpretability of Fuzzy Rule Bases with Exceptions

ANTS '08 Proceedings of the 6th international conference on Ant Colony Optimization and Swarm Intelligence

Cooperation between the Inference System and the Rule Base by Using Multiobjective Genetic Algorithms

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

Knowledge Base Learning of Linguistic Fuzzy Rule-Based Systems in a Multi-objective Evolutionary Framework

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

A case study for learning behaviors in mobile robotics by evolutionary fuzzy systems

Expert Systems with Applications: An International Journal

Looking for a good fuzzy system interpretability index: An experimental approach

International Journal of Approximate Reasoning

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

Engineering Applications of Artificial Intelligence

On the 2-tuples based genetic tuning performance for fuzzy rule based classification systems in imbalanced data-sets

Information Sciences: an International Journal

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

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 generating interpretable and precise fuzzy systems based on Pareto multi-objective cooperative co-evolutionary algorithm

Applied Soft Computing

The TaSe-NF model for function approximation problems: Approaching local and global modelling

Fuzzy Sets and Systems

Decision support system based on hierarchical co-evolutionary fuzzy approach: A case study in detecting gamma ray signals

Expert Systems with Applications: An International Journal

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

Editorial: Special issue on interpretable fuzzy systems

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

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

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