Salvador García

	2012
52		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 (2) 2012: 176-187
51		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 (1) 2012: 211-216
50		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. 34(3): 417-435 (2012)
49		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 42(1): 86-100 (2012)
48		Joaquín Derrac, Chris Cornelis, Salvador García, Francisco Herrera: Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection. Inf. Sci. 186(1): 73-92 (2012)
47		Salvador García, Joaquín Derrac, Isaac Triguero, Cristóbal J. Carmona, Francisco Herrera: Evolutionary-based selection of generalized instances for imbalanced classification. Knowl.-Based Syst. 25(1): 3-12 (2012)
	2011
46		Alberto Fernández, Salvador García, Francisco Herrera: Addressing the Classification with Imbalanced Data: Open Problems and New Challenges on Class Distribution. HAIS (1) 2011: 1-10
45		Isaac Triguero, Salvador García, Francisco Herrera: Enhancing IPADE Algorithm with a Different Individual Codification. HAIS (2) 2011: 262-270
44		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 (1) 2011: 174-182
43		Isaac Triguero, Joaquín Derrac, Francisco Herrera, Salvador García: A study of the scaling up capabilities of stratified prototype generation. NaBIC 2011: 297-302
42		Salvador García, Joaquín Derrac, Julián Luengo, Cristóbal J. Carmona, Francisco Herrera: Evolutionary selection of hyperrectangles in nested generalized exemplar learning. Appl. Soft Comput. 11(3): 3032-3045 (2011)
41		Salvador García: Aperiodic, chaotic lid-driven square cavity flows. Mathematics and Computers in Simulation 81(9): 1741-1769 (2011)
40		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 17(2-3): 255-287 (2011)
39		Isaac Triguero, Salvador García, Francisco Herrera: Differential evolution for optimizing the positioning of prototypes in nearest neighbor classification. Pattern Recognition 44(4): 901-916 (2011)
38		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. 15(10): 1909-1936 (2011)
37		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 1(1): 3-18 (2011)
	2010
36		Joaquín Derrac, Salvador García, Francisco Herrera: IFS-CoCo in the Landscape Contest: Description and Results. ICPR Contests 2010: 56-65
35		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 (1) 2010: 601-610
34		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: 1-8
33		Salvador García, José Ramón Cano, Francisco Herrera: A Review on Evolutionary Prototype Selection. Intelligent Systems for Automated Learning and Adaptation 2010: 92-113
32		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 14(6): 913-941 (2010)
31		Isaac Triguero, Salvador García, Francisco Herrera: IPADE: Iterative Prototype Adjustment for Nearest Neighbor Classification. IEEE Transactions on Neural Networks 21(12): 1984-1990 (2010)
30		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. 180(10): 2044-2064 (2010)
29		José Manuel Benítez, Salvador García, Santi Caballé, Angel A. Juan: Special issue on Hybrid Fuzzy Models. Int. J. Hybrid Intell. Syst. 7(1): 1 (2010)
28		Joaquín Derrac, Salvador García, Francisco Herrera: A Survey on Evolutionary Instance Selection and Generation. Int. J. of Applied Metaheuristic Computing 1(1): 60-92 (2010)
27		Joaquín Derrac, Salvador García, Francisco Herrera: Stratified prototype selection based on a steady-state memetic algorithm: a study of scalability. Memetic Computing 2(3): 183-199 (2010)
26		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 23(3): 406-418 (2010)
25		Joaquín Derrac, Salvador García, Francisco Herrera: IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule. Pattern Recognition 43(6): 2082-2105 (2010)
	2009
24		Joaquín Derrac, Salvador García, Francisco Herrera: A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection. HAIS 2009: 557-564
23		Salvador García, Joaquín Derrac, Julián Luengo, Francisco Herrera: A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms. ISDA 2009: 517-522
22		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: 523-528
21		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. 9(4): 1304-1314 (2009)
20		Salvador García, Francisco Herrera: Evolutionary Undersampling for Classification with Imbalanced Datasets: Proposals and Taxonomy. Evolutionary Computation 17(3): 275-306 (2009)
19		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. 36(4): 7798-7808 (2009)
18		Salvador García, José Ramón Cano, Ester Bernadó-Mansilla, Francisco Herrera: Diagnose Effective Evolutionary Prototype Selection Using an Overlapping Measure. IJPRAI 23(8): 1527-1548 (2009)
17		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 15(6): 617-644 (2009)
16		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. 13(10): 959-977 (2009)
15		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. 13(3): 307-318 (2009)
	2008
14		Salvador García, Francisco Herrera: Design of Experiments in Computational Intelligence: On the Use of Statistical Inference. HAIS 2008: 4-14
13		Salvador García, Francisco Herrera: Evolutionary Training Set Selection to Optimize C4.5 in Imbalanced Problems. HIS 2008: 567-572
12		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. 35(4): 1949-1965 (2008)
11		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 159(18): 2378-2398 (2008)
10		Salvador García, José Ramón Cano, Francisco Herrera: A memetic algorithm for evolutionary prototype selection: A scaling up approach. Pattern Recognition 41(8): 2693-2709 (2008)
9		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 29(16): 2156-2164 (2008)
	2007
8		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: 375-382
7		Julián Luengo, Salvador García, Francisco Herrera: A Study on the Use of Statistical Tests for Experimentation with Neural Networks. IWANN 2007: 72-79
6		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: 170-178
	2006
5		Salvador García, José Ramón Cano, Francisco Herrera: Incorporating Knowledge in Evolutionary Prototype Selection. IDEAL 2006: 1358-1366
4		Salvador García, José Ramón Cano, Alberto Fernández, Francisco Herrera: A Proposal of Evolutionary Prototype Selection for Class Imbalance Problems. IDEAL 2006: 1415-1423
	1999
3		Rafael Berlanga Llavori, María José Aramburu Cabo, Salvador García: Efficient Retrieval of Structured Documents From Object-Relational Databases. DEXA 1999: 426-435
2		Rafael Berlanga Llavori, María José Aramburu Cabo, Salvador García, Ismael Sanz: Chronology: Una aproximación al almacenamiento y recuperación de información de actualidad. JISBD 1999: 111-122
	1998
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 Europe 1998: 44-53

Coauthor Index

1	Jesús Alcalá-Fdez	[15] [40]
2	Jaume Bacardit	[15]
3	José Manuel Benítez	[29]
4	Ester Bernadó-Mansilla (Ester Bernadó i Mansilla)	[18] [32]
5	Santi Caballé	[29]
6	María José Aramburu Cabo (María José Aramburu)	[2] [3]
7	José Ramón Cano	[4] [5] [9] [10] [12] [18] [33] [50]
8	Cristóbal J. Carmona	[35] [42] [47] [51]
9	Chris Cornelis	[44] [48]
10	Joaquín Derrac	[23] [24] [25] [27] [28] [35] [36] [37] [40] [42] [43] [44] [47] [48] [49] [50] [52]
11	Alberto Fernández	[4] [6] [8] [11] [16] [21] [22] [30] [32] [38] [40] [46]
12	Juan Carlos Fernández (Juan Carlos Fernández Caballero)	[15]
13	J. C. González	[1]
14	Josep Maria Garrell i Guiu	[15]
15	Francisco Herrera	[4] [5] [6] [7] [8] [9] [10] [11] [12] [13] [14] [15] [16] [17] [18] [19] [20] [21] [22] [23] [24] [25] [26] [27] [28] [30] [31] [32] [33] [34] [35] [36] [37] [38] [39] [42] [43] [44] [45] [46] [47] [48] [49] [50] [51] [52]
16	J. Herrera	[1]
17	María José del Jesús	[6] [8] [11] [15]
18	Angel A. Juan	[29]
19	Rafael Berlanga Llavori	[2] [3]
20	Victoria López	[51]
21	Manuel Lozano	[12] [17]
22	Julián Luengo	[7] [16] [19] [22] [23] [26] [30] [32] [38] [40] [42] [51]
23	Daniel Molina	[17] [37]
24	José Otero	[15]
25	F. H. Priano	[1]
26	José L. Roda	[1]
27	Casiano Rodríguez	[1]
28	Cristóbal Romero	[15]
29	Luciano Sánchez	[15]
30	Víctor Manuel Rivas Santos (Víctor M. Rivas)	[15]
31	Ismael Sanz	[2]
32	Isaac Triguero	[31] [34] [35] [39] [43] [45] [47] [49] [52]
33	Sebastián Ventura	[15]

Colors in the list of coauthors

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