F. Herrera

Publications964
h-index140
Citations82,852
Highly Influential Citations4,211
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A 2-tuple fuzzy linguistic representation model for computing with words
TLDR
This paper develops a computational technique for computing with words without any loss of information in the 2-tuple linguistic model and extends different classical aggregation operators to deal with this model.
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Hesitant Fuzzy Linguistic Term Sets for Decision Making
TLDR
The concept of a hesitant fuzzy linguistic term set is introduced to provide a linguistic and computational basis to increase the richness of linguistic elicitation based on the fuzzy linguistic approach and the use of context-free grammars by using comparative terms.
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A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
TLDR
A taxonomy for ensemble-based methods to address the class imbalance where each proposal can be categorized depending on the inner ensemble methodology in which it is based is proposed and a thorough empirical comparison is developed by the consideration of the most significant published approaches to show whether any of them makes a difference.
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A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
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A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making
TLDR
This paper shall present a type of multigranular linguistic contexts, which they shall call linguistic hierarchies term sets, such that, when the information assessed in these structures is dealt with, it can unify the information assessment in them without loss of information.
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Tackling Real-Coded Genetic Algorithms: Operators and Tools for Behavioural Analysis
TLDR
Different models of genetic operators and some mechanisms available for studying the behaviour of this type of genetic algorithms are revised and compared.
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Linguistic decision analysis: steps for solving decision problems under linguistic information
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An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
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Some issues on consistency of fuzzy preference relations
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Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
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