Classification and Modeling with Linguistic Information Granules: Advanced Approaches to Linguistic Data Mining (Advanced Information Processing)

An empirical study on the handling of overlapping solutions in evolutionary multiobjective optimization

GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation

Multiobjective genetic rule selection as a data mining postprocessing procedure

Proceedings of the 8th annual conference on Genetic and evolutionary computation

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

International Journal of Approximate Reasoning

Eliciting transparent fuzzy model using differential evolution

Applied Soft Computing

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

A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets

Fuzzy Sets and Systems

An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets

WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory

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

Mutual information-based feature selection and partition design in fuzzy rule-based classifiers from vague data

International Journal of Approximate Reasoning

Learning the membership function contexts for mining fuzzy association rules by using genetic algorithms

Fuzzy Sets and Systems

A hybrid coevolutionary algorithm for designing fuzzy classifiers

Information Sciences: an International Journal

A First Study on the Use of Interval-Valued Fuzzy Sets with Genetic Tuning for Classification with Imbalanced Data-Sets

HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems

Domains of competence of fuzzy rule based classification systems with data complexity measures: A case of study using a fuzzy hybrid genetic based machine learning method

Fuzzy Sets and Systems

GP-COACH: Genetic Programming-based learning of COmpact and ACcurate fuzzy rule-based classification systems for High-dimensional problems

Information Sciences: an International Journal

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

Information Sciences: an International Journal

Rough neuro-fuzzy structures for classification with missing data

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Comparing two genetic overproduce-and-choose strategies for fuzzy rule-based multiclassification systems generated by bagging and mutual information-based feature selection

International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models

A study on the use of the fuzzy reasoning method based on the winning rule vs. voting procedure for classification with imbalanced data sets

IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks

Data mining of gene expression data by fuzzy and hybrid fuzzy methods

IEEE Transactions on Information Technology in Biomedicine

Improving the performance of fuzzy rule-based classification systems with interval-valued fuzzy sets and genetic amplitude tuning

Information Sciences: an International Journal

Solving multi-class problems with linguistic fuzzy rule based classification systems based on pairwise learning and preference relations

Fuzzy Sets and Systems

A gradient-descent-based approach for transparent linguistic interface generation in fuzzy models

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

NMEEF-SD: non-dominated multiobjective evolutionary algorithm for extracting fuzzy rules in subgroup discovery

IEEE Transactions on Fuzzy Systems

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

A genetic tuning to improve the performance of Fuzzy Rule-Based Classification Systems with Interval-Valued Fuzzy Sets: Degree of ignorance and lateral position

International Journal of Approximate Reasoning

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

International Journal of Approximate Reasoning

A fuzzy rule-based classification system using interval type-2 fuzzy sets

IUKM'11 Proceedings of the 2011 international conference on Integrated uncertainty in knowledge modelling and decision making

hGA: Hybrid genetic algorithm in fuzzy rule-based classification systems for high-dimensional problems

Applied Soft Computing

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

An overview on the 2-tuple linguistic model for computing with words in decision making: Extensions, applications and challenges

Information Sciences: an International Journal

A hierarchical genetic fuzzy system based on genetic programming for addressing classification with highly imbalanced and borderline data-sets

Knowledge-Based Systems

A novel framework to design fuzzy rule-based ensembles using diversity induction and evolutionary algorithms-based classifier selection and fusion

IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I

Multiobjective genetic classifier selection for random oracles fuzzy rule-based classifier ensembles: How beneficial is the additional diversity?

Knowledge-Based Systems

A study on the application of instance selection techniques in genetic fuzzy rule-based classification systems: Accuracy-complexity trade-off

Knowledge-Based Systems

On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed

Information Sciences: an International Journal

Nonadditive similarity-based single-layer perceptron for multi-criteria collaborative filtering

Neurocomputing

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

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