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Francisco Herrera
Francisco Herrera
Professor Computer Science and AI, Granada University, Spain
Verified email at decsai.ugr.es - Homepage
Title
Cited by
Cited by
Year
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms
J Derrac, S García, D Molina, F Herrera
Swarm and Evolutionary Computation 1 (1), 3-18, 2011
35192011
A 2-tuple fuzzy linguistic representation model for computing with words
F Herrera, L Martínez
Fuzzy Systems, IEEE Transactions on 8 (6), 746-752, 2000
29582000
A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
M Galar, A Fernández, E Barrenechea, H Bustince, F Herrera
Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE …, 2012
23552012
Keel data-mining software tool: Data set repository, integration of algorithms and experimental analysis framework
J Alcalá, A Fernández, J Luengo, J Derrac, S García, L Sánchez, ...
Journal of Multiple-Valued Logic and Soft Computing 17 (2-3), 255-287, 2011
23232011
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI
AB Arrieta, N Díaz-Rodríguez, J Del Ser, A Bennetot, S Tabik, A Barbado, ...
Information Fusion 58, Pages 82-115, 2020
22112020
Linguistic decision analysis: steps for solving decision problems under linguistic information
F Herrera, E Herrera-Viedma
Fuzzy Sets and systems 115 (1), 67-82, 2000
19392000
Hesitant Fuzzy Linguistic Terms Sets for Decision Making
R Rodriguez, L Martinez, F Herrera
IEEE Transactions on Fuzzy Systems 20 (1), 109-119, 2012
18792012
Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power
S García, A Fernández, J Luengo, F Herrera
Information Sciences 180 (10), 2044-2064, 2010
17112010
Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
F Herrera, M Lozano, JL Verdegay
Artificial Intelligence Review 12 (4), 265-319, 1998
16521998
A study on the use of non-parametric tests for analyzing the evolutionary algorithms’ behaviour: a case study on the CEC’2005 special session on real parameter optimization
S García, D Molina, M Lozano, F Herrera
Journal of Heuristics 15 (6), 617-644, 2009
16192009
Science mapping software tools: Review, analysis, and cooperative study among tools
MJ Cobo, AG López‐Herrera, E Herrera‐Viedma, F Herrera
Journal of the American Society for Information Science and Technology 62 (7 …, 2011
14772011
An extension on statistical comparisons of classifiers over multiple data sets for all pairwise comparisons
S Garcıa, F Herrera
Journal of Machine Learning Research 9 (2677-2694), 66, 2008
14712008
Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases
LM O. Cordón, F. Herrera, F. Hoffmann
World Scientific Pub Co Inc, 2001
1416*2001
An insight into classification with imbalanced data: Empirical results and current trends on using data intrinsic characteristics
V López, A Fernández, S García, V Palade, F Herrera
Information Sciences 250, 113-141, 2013
13682013
KEEL: a software tool to assess evolutionary algorithms for data mining problems
J Alcalá-Fdez, L Sánchez, S García, MJ Del Jesus, S Ventura, JM Garrell, ...
Soft Computing-A Fusion of Foundations, Methodologies and Applications 13 (3 …, 2009
13462009
A model of consensus in group decision making under linguistic assessments
F Herrera, JL Herrera-Viedma, E, Verdegay
Fuzzy sets and Systems 78 (1), 73-87, 1996
12801996
A model based on linguistic 2-tuples for dealing with multigranular hierarchical linguistic contexts in multi-expert decision-making
F Herrera, L Martínez
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 31 …, 2001
11802001
An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the fuzzy sets theory field
MJ Cobo, AG López-Herrera, E Herrera-Viedma, F Herrera
Journal of Informetrics 5 (1), 146-166, 2011
11612011
Ten years of genetic fuzzy systems: current framework and new trends
O Cordón, F Herrera, F Gomide, F Hoffmann, L Magdalena
Fuzzy Sets and Sytems 141, 5-31, 2004
11202004
Data Preprocessing in Data Mining
S García, J Luengo, F Herrera
Springer, 2015
10342015
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Articles 1–20