High-Utility Pattern Mining: Theory, Algorithms and Applications by Philippe Fournier-Viger
English | 2019 | ISBN: 3030049205 | 343 Pages | PDF,EPUB | 11 MB
English | 2019 | ISBN: 3030049205 | 343 Pages | PDF,EPUB | 11 MB
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, open-source software, and research opportunities. It also discusses several types of discrete data, including customer transaction data and sequential data.
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