High Utility Pattern Mining is popular PDF and ePub book, written by Philippe Fournier-Viger in 2019-01-18, it is a fantastic choice for those who relish reading online the Technology & Engineering genre. Let's immerse ourselves in this engaging Technology & Engineering book by exploring the summary and details provided below. Remember, High Utility Pattern Mining can be Read Online from any device for your convenience.
High Utility Pattern Mining Book PDF Summary
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. The book consists of twelve chapters, seven of which are surveys presenting the main subfields of high-utility pattern mining, including itemset mining, sequential pattern mining, big data pattern mining, metaheuristic-based approaches, privacy-preserving pattern mining, and pattern visualization. The remaining five chapters describe key techniques and applications, such as discovering concise representations and regular patterns.
Detail Book of High Utility Pattern Mining PDF
- Author : Philippe Fournier-Viger
- Release : 18 January 2019
- Publisher : Springer
- ISBN : 9783030049218
- Genre : Technology & Engineering
- Total Page : 337 pages
- Language : English
- PDF File Size : 20,6 Mb
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