Mining Sequential Patterns with VC-Dimension and Rademacher Complexity

Sequential pattern mining is a fundamental data mining task with application in several domains. We study two variants of this task—the first is the extraction of frequent sequential patterns, whose frequency in a dataset of sequential transactions is higher than a user-provided threshold; the secon...

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Bibliographic Details
Published in:Algorithms
Main Authors: Diego Santoro, Andrea Tonon, Fabio Vandin
Format: Article
Language:English
Published: MDPI AG 2020-05-01
Subjects:
Online Access:https://www.mdpi.com/1999-4893/13/5/123