Finding Small Consistent Subset for the Nearest Neighbor Classifier Based on Support Graphs

Author:

García-Borroto Milton,Villuendas-Rey Yenny,Carrasco-Ochoa Jesús Ariel,Martínez-Trinidad José Fco.

Publisher

Springer Berlin Heidelberg

Reference13 articles.

1. Cover, T., Hart, P.E.: Nearest Neighbor pattern classification. IEEE Trans. on Information Theory 13, 21–27 (1967)

2. Athitsos, V.: Learning embeddings for indexing, retrieval, and classification, with applications to object and shape recognition in image databases. Vol. Dissertation submitted in partial fulfillment of the requirements for the degree of Doctor of Philosophy, p. 156. Boston University (2006)

3. Wilfong, G.: Nearest neighbor problems. In: 7th Annual ACM Symposium on Computational Geometry, pp. 224–233 (1991)

4. Hart, P.E.: The condensed nearest neighbor rule. IEEE Trans. on Information Theory 14, 515–516 (1968)

5. Gates, G.W.: The reduced nearest neighbor rule. IEEE Transactions on Information Theory IT-18, 431–433 (1972)

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