K nearest neighbours with mutual information for simultaneous classification and missing data imputation

Author:

García-Laencina Pedro J.,Sancho-Gómez José-Luis,Figueiras-Vidal Aníbal R.,Verleysen Michel

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience,Computer Science Applications

Reference44 articles.

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4. P.D. Allison, Missing data, Sage University Papers Series on Quantitative Applications in the Social Sciences, Thousand Oaks, California, USA, 2001.

5. G.E. Batista, M.C. Monard, A study of k-nearest neighbour as an imputation method, in: Second International Conference on Hybrid Intelligent Systems, vol. 87, , Santiago, Chile, 2002, pp. 251–260.

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