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High-Utility Pattern Mining: Theory, Algorithms and Applications

This book presents an overview of techniques for discovering high-utility patterns (patterns with a high importance) in data. It introduces the main types of high-utility patterns, as well as the theory and core algorithms for high-utility pattern mining, and describes recent advances, applications,...

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Bibliographic Details
Authors and Corporations: Fournier-Viger, Philippe (Editor), Lin, Jerry Chun-Wei (Editor), Nkambou, Roger (Editor), Vo, Bay (Editor), Tseng, Vincent S. (Editor)
Other Authors: Fournier-Viger, Philippe (HerausgeberIn) , Lin, Jerry Chun-Wei (HerausgeberIn) , Nkambou, Roger (HerausgeberIn) , Vo, Bay (HerausgeberIn) , Tseng, Vincent S. (HerausgeberIn)
Type of Resource: E-Book
Language: English
published:
Cham Springer International Publishing 2019

Series: Studies in Big Data
Springer eBook Collection
SpringerLink
Subjects:
Source: Verbunddaten SWB
ISBN: 9783030049218
3030049213