Joaquin Derrac Rus

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Francisco HerreraProfessor Computer Science and AI, DaSCI Research Institute, Granada University, SpainAdresse e-mail validée de decsai.ugr.es
Salvador GarcíaFull Professor of Computer Science and Artificial Intelligence. University of Granada.Adresse e-mail validée de decsai.ugr.es
Isaac Triguero VelázquezDistinguished Senior Research Fellow at University of Granada, Associate Professor in Data ScienceAdresse e-mail validée de ugr.es
Daniel Molina CabreraComputer Science, Granada UniversityAdresse e-mail validée de decsai.ugr.es
Julián Luengo MartínAssociate Professor at University of GranadaAdresse e-mail validée de decsai.ugr.es
Chris CornelisAssociate professor, Ghent UniversityAdresse e-mail validée de ugent.be
José Ramón Cano De AmoUniversity of JaenAdresse e-mail validée de ujaen.es
Carlos Lopez-MolinaUniversidad Publica de NavarraAdresse e-mail validée de unavarra.es
Daniel PeraltaAssistant Professor, Dept. of Computer Science and Artificial Intelligence, University of GranadaAdresse e-mail validée de ugr.es
Edurne BarrenecheaAssociate professor of Computer Science, Universidad Publica de NavarraAdresse e-mail validée de unavarra.es
Humberto BustinceProfessor of Computer Science, Universidad Publica de NavarraAdresse e-mail validée de unavarra.es
Jose M. BenitezFull Professor, Universidad de GranadaAdresse e-mail validée de decsai.ugr.es
Mikel GalarAssociate Professor of Computer Science and Artificial Intelligence, Universidad Pública de NavarraAdresse e-mail validée de unavarra.es
Cristóbal J. CarmonaFull Professor at University of JaenAdresse e-mail validée de ujaen.es
Steven SchockaertCardiff UniversityAdresse e-mail validée de cs.cardiff.ac.uk
R. Prof. P. N. Suganthan, FIEEE'2015,...KINDI Computing Research, Qatar University (Hon Doc: U of Maribor; BA/MA: Cambridge U, UKAdresse e-mail validée de qu.edu.qa
Daniel PaternainDepartment of Statistics, Computer Science and MathematicsAdresse e-mail validée de unavarra.es
Miguel PagolaUniversidad Pública de NavarraAdresse e-mail validée de unavarra.es
Alberto Fernández HilarioFull Professor of Computer Science and Artificial Intelligence, University of GranadaAdresse e-mail validée de decsai.ugr.es
Jesus Alcala-FdezFull Professor of Computer Science and Artificial Intelligence, University of GranadaAdresse e-mail validée de decsai.ugr.es

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Joaquin Derrac Rus

Data Scientist

Adresse e-mail validée de gresearch.co.uk - Page d'accueil

Soft Computing Evolutionary Algorithms Data Mining Machine Learning Artificial Intelligence


Titre Trier par citations Trier par année Trier par titre	Citée par Citée par	Année
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	5405	2011
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	3031*	2011
Prototype selection for nearest neighbor classification: Taxonomy and empirical study S Garcıa, J Derrac, JR Cano, F Herrera IEEE Transactions on Pattern Analysis and Machine Intelligence 34 (3), 417-435, 2012	830	2012
A taxonomy and experimental study on prototype generation for nearest neighbor classification I Triguero, J Derrac, S Garcia, F Herrera Systems, Man, and Cybernetics, Part C: Applications and Reviews, IEEE …, 2012	338	2012
Evolutionary-based selection of generalized instances for imbalanced classification S Garcia, J Derrac, I Triguero, CJ Carmona, F Herrera Knowledge Based Systems 25 (1), 3-12, 2012	172	2012
Analyzing convergence performance of evolutionary algorithms: A statistical approach J Derrac, S García, S Hui, PN Suganthan, F Herrera Information Sciences 289, 41-58, 2014	169	2014
Enhancing Evolutionary Instance Selection Algorithms by means of Fuzzy Rough Set based Feature Selection J Derrac, C Cornelis, S García, F Herrera Information Sciences 186 (1), 73-92, 2012	148	2012
Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects J Derrac, S García, F Herrera Information Sciences 260, 98-119, 2014	142	2014
IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule J Derrac, S García, F Herrera Pattern Recognition 43 (6), 2082-2105, 2010	128	2010
A survey on evolutionary instance selection and generation J Derrac, S García, F Herrera International Journal of Applied Metaheuristic Computing 1 (1), 60-92, 2010	100	2010
Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets J Derrac, F Chiclana, S García, F Herrera Information Sciences 329, 144-163, 2016	97	2016
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ... Knowledge-based systems 81, 76-97, 2015	97	2015
A first study on the use of coevolutionary algorithms for instance and feature selection J Derrac, S García, F Herrera Proceedings of the Fourth International Conference on Hybrid Artificial …, 2009	88	2009
Inducing semantic relations from conceptual spaces: A data-driven approach to plausible reasoning J Derrac, S Schockaert Artificial Intelligence 228, 66-94, 2015	87	2015
Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms J Derrac, I Triguero, S García, F Herrera IEEE Transactions on Systems, Man, and Cybernetics, 2012	72	2012
A survey of fingerprint classification part II: experimental analysis and ensemble proposal M Galar, J Derrac, D Peralta, I Triguero, D Paternain, C Lopez-Molina, ... Knowledge-Based Systems 81, 98-116, 2015	62	2015
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis N Verbiest, J Derrac, C Cornelis, S García, F Herrera Applied Soft Computing 38, 10-22, 2016	55	2016
Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers JA Sáez, J Derrac, J Luengo, F Herrera Pattern Recognition 47 (12), 3941-3948, 2014	42	2014
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection J Derrac, N Verbiest, S García, C Cornelis, F Herrera Soft Computing 17, 223-238, 2013	42	2013
Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability J Derrac, S García, F Herrera Memetic Computing 2 (3), 183-199, 2010	42	2010

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