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Francisco Herrera
Francisco Herrera
Professor Computer Science and AI, DaSCI Research Institute, Granada University, Spain
Dirección de correo verificada de decsai.ugr.es - Página principal
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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
80202020
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
52142011
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
35122000
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
32292012
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
29622011
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
2935*2011
Hesitant Fuzzy Linguistic Terms Sets for Decision Making
R Rodriguez, L Martinez, F Herrera
IEEE Transactions on Fuzzy Systems 20 (1), 109-119, 2012
24382012
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
24202011
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
22562010
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
20992000
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
18682013
SMOTE for Learning from Imbalanced Data: Progress and Challenges. Marking the 15-year Anniversary
A Fernández, S Garcıa, F Herrera, NV Chawla
Journal of Artificial Intelligence Research 61, pages 863-905, 2018
18512018
Tackling real-coded genetic algorithms: Operators and tools for behavioural analysis
F Herrera, M Lozano, JL Verdegay
Artificial intelligence review 12, 265-319, 1998
18191998
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
17742009
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
17442008
Data Preprocessing in Data Mining
S García, J Luengo, F Herrera
Springer, 2015
17322015
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
17082009
Genetic fuzzy systems: evolutionary tuning and learning of fuzzy knowledge bases
LM O. Cordón, F. Herrera, F. Hoffmann
World Scientific Pub Co Inc, 2001
1546*2001
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
14281996
SciMAT: A new science mapping analysis software tool
MJ Cobo, AG López‐Herrera, E Herrera‐Viedma, F Herrera
Journal of the American Society for information Science and Technology 63 (8 …, 2012
13652012
El sistema no puede realizar la operación en estos momentos. Inténtalo de nuevo más tarde.
Artículos 1–20