Francisco Herrera

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Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Verified email at decsai.ugr.es
Enrique Herrera-ViedmaProfessor of Computer Science and Artificial Intelligence, Spain, University of GranadaVerified email at decsai.ugr.es
Alberto FernándezAssociate Professor in Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Oscar CordónProfessor, IEEE-IFSA Fellow, Natl. Computer Science Award. DaSCI Research Institute & DECSAI, UGRVerified email at decsai.ugr.es
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.es
María José Del Jesus DíazAssociate professor of Computer Science, University of JaénVerified email at ujaen.es
Luis MartínezProfessor of Computer Science, University of JaénVerified email at ujaen.es
Daniel Molina CabreraComputer Science, Granada UniversityVerified email at decsai.ugr.es
Rafael AlcaláFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
José Luis VerdegayProfessor of Computer Science and Artificial Intelligence, University of GranadaVerified email at ugr.es
Jose M. BenitezFull Professor, Universidad de GranadaVerified email at decsai.ugr.es
Joaquin Derrac RusData ScientistVerified email at gresearch.co.uk
Francisco ChiclanaProfessor of Computational Intelligence and Decision Making, De Montfort University, UKVerified email at dmu.ac.uk
Jesus Alcala-FdezAssociate Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraVerified email at unavarra.es
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraVerified email at unavarra.es
Isaac Triguero VelázquezAssociate Professor in Data Science, School of Computer Science, University of NottinghamVerified email at nottingham.ac.uk
Manuel LozanoDept. Computer Science and A.I. - University GranadaVerified email at decsai.ugr.es
Siham TabikAssociate Professor, Dpt. Computer Science and Artificial Intelligence, University of GranadaVerified email at ugr.es
Sergio AlonsoTitular de Universidad, Universidad de GranadaVerified email at ugr.es

Francisco Herrera

Professor Computer Science and AI, Granada University, Spain

Verified email at decsai.ugr.es - Homepage

Artificial Intelligence Computational Intelligence Data mining Evolutionary Algorithms Big Data Analytics


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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	3519	2011
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	2958	2000
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	2355	2012
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	2323	2011
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	2211	2020
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	1939	2000
Hesitant Fuzzy Linguistic Terms Sets for Decision Making R Rodriguez, L Martinez, F Herrera IEEE Transactions on Fuzzy Systems 20 (1), 109-119, 2012	1879	2012
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	1711	2010
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	1652	1998
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	1619	2009
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	1477	2011
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	1471	2008
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	1368	2013
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	1346	2009
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	1280	1996
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	1180	2001
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	1161	2011
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	1120	2004
Data Preprocessing in Data Mining S García, J Luengo, F Herrera Springer, 2015	1034	2015

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