Joaquín Derrac

36 papers A 1C 2Misc 2Journal 22Unranked 9
YearRankTypeTitle / Venue / Authors
2016 J jnl
Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets.
Inf. Sci.
Joaquín Derrac, Francisco Chiclana, Salvador García, Francisco Herrera
2016 J jnl
Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis.
Appl. Soft Comput.
Nele Verbiest, Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera
2015 J jnl
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models.
Knowl. Based Syst.
Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero, Daniel Paternain, Carlos Lopez-Molina, Salvador García, José Manuel Benítez, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera
2015 J jnl
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal.
Knowl. Based Syst.
Mikel Galar, Joaquín Derrac, Daniel Peralta, Isaac Triguero, Daniel Paternain, Carlos Lopez-Molina, Salvador García, José Manuel Benítez, Miguel Pagola, Edurne Barrenechea Tartas, Humberto Bustince Sola, Francisco Herrera
2015 — conf
An Interval Valued K-Nearest Neighbors Classifier.
IFSA-EUSFLAT
Joaquín Derrac, Francisco Chiclana, Salvador García, Francisco Herrera
2015 — conf
Commonsense Reasoning Based on Betweenness and Direction in Distributional Models.
AAAI Spring Symposia
Steven Schockaert, Joaquín Derrac
2015 J jnl
Inducing semantic relations from conceptual spaces: A data-driven approach to plausible reasoning.
Artif. Intell.
Joaquín Derrac, Steven Schockaert
2014 J jnl
Analyzing convergence performance of evolutionary algorithms: A statistical approach.
Inf. Sci.
Joaquín Derrac, Salvador García, Sheldon Hui, Ponnuthurai Nagaratnam Suganthan, Francisco Herrera
2014 A conf
Characterising Semantic Relatedness using Interpretable Directions in Conceptual Spaces.
ECAI
Joaquín Derrac, Steven Schockaert
2014 — conf
Enriching Taxonomies of Place Types Using Flickr.
FoIKS
Joaquín Derrac, Steven Schockaert
2014 J jnl
Fuzzy nearest neighbor algorithms: Taxonomy, experimental analysis and prospects.
Inf. Sci.
Joaquín Derrac, Salvador García, Francisco Herrera
2014 Misc conf
Improving the Behavior of the Nearest Neighbor Classifier against Noisy Data with Feature Weighting Schemes.
HAIS
José A. Sáez, Joaquín Derrac, Julián Luengo, Francisco Herrera
2014 J jnl
On the statistical analysis of the parameters' trend in a machine learning algorithm.
Prog. Artif. Intell.
Salvador García, Joaquín Derrac, Sergio Ramírez-Gallego, Francisco Herrera
2014 J jnl
Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers.
Pattern Recognit.
José A. Sáez, Joaquín Derrac, Julián Luengo, Francisco Herrera
2013 J jnl
On the use of evolutionary feature selection for improving fuzzy rough set based prototype selection.
Soft Comput.
Joaquín Derrac, Nele Verbiest, Salvador García, Chris Cornelis, Francisco Herrera
2013 — conf
Statistical analysis of convergence performance throughout the evolutionary search: A case study with SaDE-MMTS and Sa-EPSDE-MMTS.
SDE
Joaquín Derrac, Salvador García, Sheldon Hui, Francisco Herrera, Ponnuthurai Nagaratnam Suganthan
2012 — conf
A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection.
HAIS (2)
Joaquín Derrac, Isaac Triguero, Salvador García, Francisco Herrera
2012 J jnl
A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification.
IEEE Trans. Syst. Man Cybern. Part C
Isaac Triguero, Joaquín Derrac, Salvador García, Francisco Herrera
2012 J jnl
Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection.
Inf. Sci.
Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera
2012 J jnl
Evolutionary-based selection of generalized instances for imbalanced classification.
Knowl. Based Syst.
Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera
2012 J jnl
Integrating Instance Selection, Instance Weighting, and Feature Weighting for Nearest Neighbor Classifiers by Coevolutionary Algorithms.
IEEE Trans. Syst. Man Cybern. Part B
Joaquín Derrac, Isaac Triguero, Salvador García, Francisco Herrera
2012 J jnl
Integrating a differential evolution feature weighting scheme into prototype generation.
Neurocomputing
Isaac Triguero, Joaquín Derrac, Salvador García, Francisco Herrera
2012 J jnl
Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study.
IEEE Trans. Pattern Anal. Mach. Intell.
Salvador García, Joaquín Derrac, José Ramón Cano, Francisco Herrera
2011 — conf
A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms.
IWANN (1)
Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera
2011 J jnl
A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms.
Swarm Evol. Comput.
Joaquín Derrac, Salvador García, Daniel Molina, Francisco Herrera
2011 — conf
A study of the scaling up capabilities of stratified prototype generation.
NaBIC
Isaac Triguero, Joaquín Derrac, Francisco Herrera, Salvador García
2011 J jnl
Evolutionary selection of hyperrectangles in nested generalized exemplar learning.
Appl. Soft Comput.
Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera
2011 J jnl
KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework.
J. Multiple Valued Log. Soft Comput.
Jesús Alcalá-Fdez, Alberto Fernández, Julián Luengo, Joaquín Derrac, Salvador García
2010 — conf
A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification.
IEA/AIE (1)
Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera
2010 J jnl
A Survey on Evolutionary Instance Selection and Generation.
Int. J. Appl. Metaheuristic Comput.
Joaquín Derrac, Salvador García, Francisco Herrera
2010 — conf
IFS-CoCo in the Landscape Contest: Description and Results.
ICPR Contests
Joaquín Derrac, Salvador García, Francisco Herrera
2010 J jnl
IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule.
Pattern Recognit.
Joaquín Derrac, Salvador García, Francisco Herrera
2010 J jnl
Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability.
Memetic Comput.
Joaquín Derrac, Salvador García, Francisco Herrera
2009 C conf
A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms.
ISDA
Salvador García, Joaquín Derrac, Julián Luengo, Francisco Herrera
2009 Misc conf
A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection.
HAIS
Joaquín Derrac, Salvador García, Francisco Herrera
2009 C conf
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool.
IDEAL
Alberto Fernández, Julián Luengo, Joaquín Derrac, Jesús Alcalá-Fdez, Francisco Herrera