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Enhancing evolutionary instance selection algorithms by means of fuzzy rough set based feature selection.

, , , and . Inf. Sci., 186 (1): 73-92 (2012)

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Statistical computation of feature weighting schemes through data estimation for nearest neighbor classifiers., , , and . Pattern Recognition, 47 (12): 3941-3948 (2014)Integrating a differential evolution feature weighting scheme into prototype generation., , , and . Neurocomputing, (2012)A Preliminary Study on the Selection of Generalized Instances for Imbalanced Classification., , , , and . IEA/AIE (1), volume 6096 of Lecture Notes in Computer Science, page 601-610. Springer, (2010)IFS-CoCo: Instance and feature selection based on cooperative coevolution with nearest neighbor rule., , and . Pattern Recognition, 43 (6): 2082-2105 (2010)Evolutionary fuzzy k-nearest neighbors algorithm using interval-valued fuzzy sets., , , and . Inf. Sci., (2016)Evolutionary wrapper approaches for training set selection as preprocessing mechanism for support vector machines: Experimental evaluation and support vector analysis., , , , and . Appl. Soft Comput., (2016)Prototype Selection for Nearest Neighbor Classification: Taxonomy and Empirical Study., , , and . IEEE Trans. Pattern Anal. Mach. Intell., 34 (3): 417-435 (2012)Evolutionary-based selection of generalized instances for imbalanced classification., , , , and . Knowl.-Based Syst., 25 (1): 3-12 (2012)A practical tutorial on the use of nonparametric statistical tests as a methodology for comparing evolutionary and swarm intelligence algorithms., , , and . Swarm and Evolutionary Computation, 1 (1): 3-18 (2011)A First Study on the Use of Coevolutionary Algorithms for Instance and Feature Selection., , and . HAIS, volume 5572 of Lecture Notes in Computer Science, page 557-564. Springer, (2009)