A Review of Supervised Classification based on Contrast Patterns: Applications, Trends, and Challenges
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DOI: 10.1007/s10723-020-09526-y
Abstract: Supervised classification based on Contrast Patterns (CP) is a trending topic in the pattern recognition literature, partly because it contains an important family of both understandable and accurate classifiers. In this paper, we survey 105… read more here.
Keywords: classification; supervised classification; based contrast; classification based ... See more keywords
Distributed Mining of Contrast Patterns
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DOI: 10.1109/tpds.2016.2637914
Abstract: In this paper we propose a novel algorithm for mining contrast patterns using a distributed, map-reduce like framework. Contrast patterns describe differences between contrasted data sets and have previously been used for building highly accurate… read more here.
Keywords: data sets; distributed mining; contrast; mining contrast ... See more keywords