Hybrid ASP-based Approach to Pattern Mining

Detecting small sets of relevant patterns from a given data set is a central challenge in data mining. The relevance of a pattern is based on user-provided criteria; typically, all patterns that satisfy certain criteria are considered relevant. Rule-based languages like answer set programming (ASP)...

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Bibliographic Details

Published in:	Theory and practice of logic programming Vol. 19; no. 4; pp. 505 - 535
Main Authors:	PARAMONOV, SERGEY, STEPANOVA, DARIA, MIETTINEN, PAULI
Format:	Journal Article
Language:	English
Published:	Cambridge, UK Cambridge University Press 01.07.2019
Subjects:	Criteria Data mining Datasets Declarative programming Logic programming Mathematical programming Original Article Pattern analysis Tiling graph mining structured mining pattern mining itemset mining answer set programming sequence mining
ISSN:	1471-0684, 1475-3081
Online Access:	Get full text
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