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
María José Del Jesus DíazAssociate professor of Computer Science, University of JaénVerified email at ujaen.es
Julián Luengo MartínAssociate Professor at University of GranadaVerified email at decsai.ugr.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
Francisco ChiclanaProfessor of Computational Intelligence and Decision Making, De Montfort University, UKVerified email at dmu.ac.uk
Jose M. BenitezFull Professor, Universidad de GranadaVerified email at decsai.ugr.es
Joaquin Derrac RusData ScientistVerified email at gresearch.co.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
Isaac Triguero VelázquezAssociate Professor in Data Science, School of Computer Science, University of NottinghamVerified email at nottingham.ac.uk
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraVerified email at unavarra.es
Manuel LozanoDept. Computer Science and A.I. - University GranadaVerified email at decsai.ugr.es
Sergio AlonsoTitular de Universidad, Universidad de GranadaVerified email at ugr.es
Jorge CasillasFull Professor of Computer Science and Artificial Intelligence, University of GranadaVerified email at decsai.ugr.es

Francisco Herrera

Professor Computer Science and AI, Granada Univ.; Senior Associate Researcher in DL&ML at Sherpa.ai

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	3023	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	2774	2000
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	2055	2011
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	1998	2012
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	1880	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	1647	2012
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	1630	1998
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	1526	2010
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	1501	2009
Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases LM O. Cordón, F. Herrera, F. Hoffmann World Scientific Pub Co Inc, 2001	1397*	2001
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	1365	2008
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	1293	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	1230	1996
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	1192	2013
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	1138	2001
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	1102	2004
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	1099	2011
Integrating three representation models in fuzzy multipurpose decision making based on fuzzy preference relations F Chiclana, F Herrera, E Herrera-Viedma Fuzzy sets and Systems 97 (1), 33-48, 1998	989	1998
Some issues on consistency of fuzzy preference relations E Herrera-Viedma, F Herrera, F Chiclana, M Luque European Journal of Operational Research 154 (1), 98-109, 2004	969	2004
A fusion approach for managing multi-granularity linguistic term sets in decision making F Herrera, E Herrera-Viedma, L Martínez Fuzzy Sets and Systems 114 (1), 43-58, 2000	964	2000

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