Francisco Herrera
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
TitleCited byYear
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
23932000
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
20692011
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
16942000
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
15492011
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
14801998
Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases
LM O. Cordón, F. Herrera, F. Hoffmann
World Scientific Pub Co Inc, 2001
1320*2001
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
12702012
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
12302009
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
11752010
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
11552008
Hesitant Fuzzy Linguistic Terms Sets for Decision Making
R Rodriguez, L Martinez, F Herrera
IEEE Transactions on Fuzzy Systems 20 (1), 109-119, 2012
11462012
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
10901996
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
10802009
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
10442004
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
10252001
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
9271998
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
8742000
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
8522004
Direct approach processes in group decision making using linguistic OWA operators
F Herrera, E Herrera-Viedma, JL Verdegay
Fuzzy Sets and Systems 79 (2), 175-190, 1996
8201996
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
7752013
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Articles 1–20