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A review of instance selection methods
Journal article   Peer reviewed

A review of instance selection methods

J Arturo Olvera-Lopez, J Ariel Carrasco-Ochoa, J Francisco Martinez-Trinidad and J Kittler
ARTIFICIAL INTELLIGENCE REVIEW, Vol.34(2), pp.133-143
01/08/2010
DOI: https://doi.org/10.1007/s10462-010-9165-y

Abstract

Science & Technology Technology Computer Science Artificial Intelligence Computer Science COMPUTER SCIENCE ARTIFICIAL INTELLIGENCE Instance selection Supervised learning Data reduction Pre-processing NEAREST-NEIGHBOR RULE EVOLUTIONARY PROTOTYPE SELECTION LEARNING ALGORITHMS GENETIC ALGORITHMS SEQUENTIAL SEARCH OBJECT SELECTION TABU SEARCH CLASSIFICATION REDUCTION SUBSET
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