Knowledge representation analysis of graph mining

This paper analyses the graph mining problem, and the frequent pattern mining task associated with it. In general, frequent pattern mining looks for a graph which occurs frequently within a network or, in the transactional setting, within a dataset of graphs. We discuss this task in the transactiona...

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Bibliographic Details
Published in:	Annals of mathematics and artificial intelligence Vol. 86; no. 1-3; pp. 21 - 60
Main Authors:	van der Hallen, Matthias, Paramonov, Sergey, Janssens, Gerda, Denecker, Marc
Format:	Journal Article
Language:	English
Published:	Cham Springer International Publishing 01.07.2019 Springer Springer Nature B.V
Subjects:	Adaptation Analysis Artificial Intelligence Bioinformatics Coding Complex Systems Computational linguistics Computer Science Data mining Graphical representations Knowledge representation Language processing Logic programs Mathematics Natural language interfaces Pattern analysis Social networks Solvers Specification and description languages Specifications Imperative declarative programming Higher order 68T30 Answer set programming Knowledge representation Graph mining
ISSN:	1012-2443, 1573-7470
Online Access:	Get full text
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