1. A parameterizable enumeration algorithm for sequence mining
- Author
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David, J. and Nourine, L.
- Subjects
- *
ALGORITHMS , *DIRECTED graphs , *SET theory , *COMPUTATIONAL mathematics , *MATHEMATICAL analysis , *GRAPH theory - Abstract
Abstract: In this paper, we introduce an generic framework for the mining of sequences under various constraints. More precisely, we study the enumeration of all partitions of a word into multisets of subsequences. We show that using additional predicates, this generator can be used for frequent subsequences and substrings mining. We define the transition graph whose vertices are multisets of words and arcs are transitions between multisets. We show that is a directed acyclic graph and it admits a covering tree. We use to propose a generic algorithm that enumerates all multisets that satisfies a set of predicates, without redundancy. [Copyright &y& Elsevier]
- Published
- 2013
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