Search results for "Salvador García"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
1	Salvador García, Joaquín Derrac, José Ramón Cano, Francisco Herrera	Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study.	IEEE Trans. Pattern Anal. Mach. Intell.	2012	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera	Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection.	Inf. Sci.	2012	DBLP DOI BibTeX RDF
1	Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera	Evolutionary-based selection of generalized instances for imbalanced classification.	Knowl.-Based Syst.	2012	DBLP DOI BibTeX RDF
1	Isaac Triguero, Joaquín Derrac, Salvador García, Francisco Herrera	A Taxonomy and Experimental Study on Prototype Generation for Nearest Neighbor Classification.	IEEE Transactions on Systems, Man, and Cybernetics, Part C	2012	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Isaac Triguero, Salvador García, Francisco Herrera	A Co-evolutionary Framework for Nearest Neighbor Enhancement: Combining Instance and Feature Weighting with Instance Selection.	HAIS	2012	DBLP DOI BibTeX RDF
1	Salvador García, Victoria López, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera	A Preliminary Study on Selecting the Optimal Cut Points in Discretization by Evolutionary Algorithms.	ICPRAM	2012	DBLP BibTeX RDF
1	Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera	Addressing data complexity for imbalanced data sets: analysis of SMOTE-based oversampling and evolutionary undersampling.	Soft Comput.	2011	DBLP DOI BibTeX RDF
1	Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera	Evolutionary selection of hyperrectangles in nested generalized exemplar learning.	Appl. Soft Comput.	2011	DBLP DOI BibTeX RDF
1	Salvador García	Aperiodic, chaotic lid-driven square cavity flows.	Mathematics and Computers in Simulation	2011	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Daniel Molina, Francisco Herrera	A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms.	Swarm and Evolutionary Computation	2011	DBLP DOI BibTeX RDF
1	Jesús Alcalá-Fdez, Alberto Fernández, Julián Luengo, Joaquín Derrac, Salvador García	KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework.	Multiple-Valued Logic and Soft Computing	2011	DBLP BibTeX RDF
1	Isaac Triguero, Salvador García, Francisco Herrera	Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification.	Pattern Recognition	2011	DBLP DOI BibTeX RDF
1	Isaac Triguero, Joaquín Derrac, Francisco Herrera, Salvador García	A study of the scaling up capabilities of stratified prototype generation.	NaBIC	2011	DBLP DOI BibTeX RDF
1	Alberto Fernández, Salvador García, Francisco Herrera	Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution.	HAIS	2011	DBLP DOI BibTeX RDF
1	Isaac Triguero, Salvador García, Francisco Herrera	Enhancing IPADE Algorithm with a Different Individual Codification.	HAIS	2011	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera	A Preliminary Study on the Use of Fuzzy Rough Set Based Feature Selection for Improving Evolutionary Instance Selection Algorithms.	IWANN	2011	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Francisco Herrera	Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability.	Memetic Computing	2010	DBLP DOI BibTeX RDF
1	Isaac Triguero, Salvador García, Francisco Herrera	IPADE: Iterative Prototype Adjustment for Nearest Neighbor Classification.	IEEE Transactions on Neural Networks	2010	DBLP DOI BibTeX RDF
1	Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera	Advanced nonparametric tests for multiple comparisons in the design of experiments in computational intelligence and data mining: Experimental analysis of power.	Inf. Sci.	2010	DBLP DOI BibTeX RDF
1	Julián Luengo, Salvador García, Francisco Herrera	A study on the use of imputation methods for experimentation with Radial Basis Function Network classifiers handling missing attribute values: The good synergy between RBFNs and EventCovering method.	Neural Networks	2010	DBLP DOI BibTeX RDF
1	Alberto Fernández, Salvador García, Julián Luengo, Ester Bernadó-Mansilla, Francisco Herrera	Genetics-Based Machine Learning for Rule Induction: State of the Art, Taxonomy, and Comparative Study.	IEEE Trans. Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	José Manuel Benítez, Salvador García, Santi Caballé, Angel A. Juan	Special issue on Hybrid Fuzzy Models.	Int. J. Hybrid Intell. Syst.	2010	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Francisco Herrera	IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule.	Pattern Recognition	2010	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Francisco Herrera	A Survey on Evolutionary Instance Selection and Generation.	Int. J. of Applied Metaheuristic Computing	2010	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Francisco Herrera	A Review on Evolutionary Prototype Selection.	Intelligent Systems for Automated Learning and Adaptation	2010	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Francisco Herrera	IFS-CoCo in the Landscape Contest: Description and Results.	ICPR Contests	2010	DBLP DOI BibTeX RDF
1	Isaac Triguero, Salvador García, Francisco Herrera	A preliminary study on the use of differential evolution for adjusting the position of examples in nearest neighbor classification.	IEEE Congress on Evolutionary Computation	2010	DBLP DOI BibTeX RDF
1	Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera	A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification.	IEA/AIE	2010	DBLP DOI BibTeX RDF
1	Jesús Alcalá-Fdez, Luciano Sánchez, Salvador García, María José del Jesús, Sebastián Ventura, Josep Maria Garrell i Guiu, José Otero, Cristóbal Romero, Jaume Bacardit, Víctor M. Rivas, Juan Carlos Fernández, Francisco Herrera	KEEL: a software tool to assess evolutionary algorithms for data mining problems.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Computer-based education, Data mining, Java, Machine learning, Evolutionary computation, Experimental design, Knowledge extraction, Graphical programming
1	Salvador García, Alberto Fernández, Julián Luengo, Francisco Herrera	A study of statistical techniques and performance measures for genetics-based machine learning: accuracy and interpretability.	Soft Comput.	2009	DBLP DOI BibTeX RDF	Non-parametric tests, Cohen’s kappa, Genetic algorithms, Classification, Interpretability, Statistical tests, Genetics-based machine learning
1	Salvador García, Alberto Fernández, Francisco Herrera	Enhancing the effectiveness and interpretability of decision tree and rule induction classifiers with evolutionary training set selection over imbalanced problems.	Appl. Soft Comput.	2009	DBLP DOI BibTeX RDF
1	Julián Luengo, Salvador García, Francisco Herrera	A study on the use of statistical tests for experimentation with neural networks: Analysis of parametric test conditions and non-parametric tests.	Expert Syst. Appl.	2009	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Ester Bernadó-Mansilla, Francisco Herrera	Diagnose Effective Evolutionary Prototype Selection Using an Overlapping Measure.	IJPRAI	2009	DBLP DOI BibTeX RDF
1	Salvador García, Francisco Herrera	Evolutionary Undersampling for Classification with Imbalanced Datasets: Proposals and Taxonomy.	Evolutionary Computation	2009	DBLP DOI BibTeX RDF
1	Salvador García, Daniel Molina, Manuel Lozano, Francisco Herrera	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.	J. Heuristics	2009	DBLP DOI BibTeX RDF
1	Joaquín Derrac, Salvador García, Francisco Herrera	A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection.	HAIS	2009	DBLP DOI BibTeX RDF
1	Julián Luengo, Alberto Fernández, Salvador García, Francisco Herrera	Addressing Data-Complexity for Imbalanced Data-Sets: A Preliminary Study on the Use of Preprocessing for C4.5.	ISDA	2009	DBLP DOI BibTeX RDF
1	Salvador García, Joaquín Derrac, Julián Luengo, Francisco Herrera	A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms.	ISDA	2009	DBLP DOI BibTeX RDF
1	José Ramón Cano, Francisco Herrera, Manuel Lozano, Salvador García	Making CN2-SD subgroup discovery algorithm scalable to large size data sets using instance selection.	Expert Syst. Appl.	2008	DBLP DOI BibTeX RDF
1	Alberto Fernández, Salvador García, María José del Jesús, Francisco Herrera	A study of the behaviour of linguistic fuzzy rule based classification systems in the framework of imbalanced data-sets.	Fuzzy Sets and Systems	2008	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Francisco Herrera	A memetic algorithm for evolutionary prototype selection: A scaling up approach.	Pattern Recognition	2008	DBLP DOI BibTeX RDF
1	José Ramón Cano, Salvador García, Francisco Herrera	Subgroup discover in large size data sets preprocessed using stratified instance selection for increasing the presence of minority classes.	Pattern Recognition Letters	2008	DBLP DOI BibTeX RDF
1	Salvador García, Francisco Herrera	Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems.	HIS	2008	DBLP DOI BibTeX RDF
1	Salvador García, Francisco Herrera	Design of Experiments in Computational Intelligence: On the Use of Statistical Inference.	HAIS	2008	DBLP DOI BibTeX RDF
1	Alberto Fernández, Salvador García, Francisco Herrera, María José del Jesús	An Analysis of the Rule Weights and Fuzzy Reasoning Methods for Linguistic Rule Based Classification Systems Applied to Problems with Highly Imbalanced Data Sets.	WILF	2007	DBLP DOI BibTeX RDF	rule weight, Fuzzy Reasoning Method, Imbalanced Data-sets, Over-sampling, Fuzzy Rule Based Classification Systems
1	Julián Luengo, Salvador García, Francisco Herrera	A Study on the Use of Statistical Tests for Experimentation with Neural Networks.	IWANN	2007	DBLP DOI BibTeX RDF
1	Alberto Fernández, Salvador García, María José del Jesús, Francisco Herrera	A Study on the Use of the Fuzzy Reasoning Method Based on the Winning Rule vs. Voting Procedure for Classification with Imbalanced Data Sets.	IWANN	2007	DBLP DOI BibTeX RDF	Fuzzy Reasoning Method, Imbalanced Data-sets, Instance Selection, Over-sampling, Fuzzy Rule Based Classification Systems
1	Salvador García, José Ramón Cano, Francisco Herrera	Incorporating Knowledge in Evolutionary Prototype Selection.	IDEAL	2006	DBLP DOI BibTeX RDF
1	Salvador García, José Ramón Cano, Alberto Fernández, Francisco Herrera	A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems.	IDEAL	2006	DBLP DOI BibTeX RDF
1	Rafael Berlanga Llavori, María José Aramburu Cabo, Salvador García	Efficient Retrieval of Structured Documents From Object-Relational Databases.	DEXA	1999	DBLP DOI BibTeX RDF
1	Rafael Berlanga Llavori, María José Aramburu Cabo, Salvador García, Ismael Sanz	Chronology: Una aproximación al almacenamiento y recuperación de información de actualidad.	JISBD	1999	DBLP BibTeX RDF
1	J. C. González, J. Herrera, Salvador García, F. H. Priano, José L. Roda, Casiano Rodríguez	An Intranet Solution for Geographically Dispersed Educational Centres: PINCEL-NET.	HPCN	1998	DBLP DOI BibTeX RDF

Publications of "Salvador García" ( http://dblp.L3S.de/Authors/Salvador_García )