Publications

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2016

Arnaiz-González, Álvar; Díez-Pastor, José Francisco; Rodríguez, Juan José; García-Osorio, César

Instance selection of linear complexity for big data Journal Article

In: Knowledge-Based Systems, 107 , pp. 83–95, 2016, ISSN: 0950-7051.

Abstract | Links | BibTeX | Tags: Big data, Data Mining, Data reduction, Hashing, Instance selection, Nearest neighbors

2010

García-Osorio, César; de Haro-García, Aida; García-Pedrajas, Nicolás

Democratic instance selection: A linear complexity instance selection algorithm based on classifier ensemble concepts Journal Article

In: Artif. Intell., 174 (5-6), pp. 410–441, 2010, ISSN: 0004-3702.

Links | BibTeX | Tags: Big data, Data Mining, Instance selection