 | 2012 |
| 18 |  | 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 |
| 17 |  | 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) |
| 16 |  | 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) |
| 15 |  | 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) |
| 14 |  | 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 |
| 13 |  | 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 |
| 12 |  | Isaac Triguero,
Joaquín Derrac,
Francisco Herrera,
Salvador García:
A study of the scaling up capabilities of stratified prototype generation.
NaBIC 2011: 297-302 |
| 11 |  | 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) |
| 10 |  | 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) |
| 9 |  | 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 |
| 8 |  | Joaquín Derrac,
Salvador García,
Francisco Herrera:
IFS-CoCo in the Landscape Contest: Description and Results.
ICPR Contests 2010: 56-65 |
| 7 |  | 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 |
| 6 |  | 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) |
| 5 |  | 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) |
| 4 |  | 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 |
| 3 |  | Joaquín Derrac,
Salvador García,
Francisco Herrera:
A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection.
HAIS 2009: 557-564 |
| 2 |  | Alberto Fernández,
Julián Luengo,
Joaquín Derrac,
Jesús Alcalá-Fdez,
Francisco Herrera:
Implementation and Integration of Algorithms into the KEEL Data-Mining Software Tool.
IDEAL 2009: 562-569 |
| 1 |  | Salvador García,
Joaquín Derrac,
Julián Luengo,
Francisco Herrera:
A First Approach to Nearest Hyperrectangle Selection by Evolutionary Algorithms.
ISDA 2009: 517-522 |