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On the choice of the best imputation methods for missing values considering three groups of classification methods.

, , and . Knowl. Inf. Syst., 32 (1): 77-108 (2012)

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A Note on the Estimation of Missing Pairwise Preference Values: a Uninorm Consistency Based Method., , , and . International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 16 (Supplement-2): 19-32 (2008)Modeling dynamics of a real-coded CHC algorithm in terms of dynamical probability distributions., , and . Soft Comput., 16 (2): 331-351 (2012)A First Study on the Use of Noise Filtering to Clean the Bags in Multi-Instance Classification., , , and . LOPAL, page 3:1-3:6. ACM, (2018)Emerging topics and challenges of learning from noisy data in nonstandard classification: a survey beyond binary class noise., , and . Knowl. Inf. Syst., 60 (1): 63-97 (2019)Dynamically updated region based memetic algorithm for the 2013 CEC Special Session and Competition on Real Parameter Single Objective Optimization., , and . IEEE Congress on Evolutionary Computation, page 1945-1951. IEEE, (2013)A genetic learning of the fuzzy rule-based classification system granularity for highly imbalanced data-sets., , and . FUZZ-IEEE, page 1689-1694. IEEE, (2009)Connecting the numerical scale model to the unbalanced linguistic term sets., , and . FUZZ-IEEE, page 455-462. IEEE, (2014)A fuzzy associative classification system with genetic rule selection for high-dimensional problems., , and . GEFS, page 33-38. IEEE, (2010)h-Index: A review focused in its variants, computation and standardization for different scientific fields., , , and . J. Informetrics, 3 (4): 273-289 (2009)Group decision making with incomplete fuzzy linguistic preference relations., , , , and . Int. J. Intell. Syst., 24 (2): 201-222 (2009)