High-Utility Pattern Mining (inbunden)
Format
Inbunden (Hardback)
Språk
Engelska
Antal sidor
337
Utgivningsdatum
2019-01-31
Upplaga
1st ed. 2019
Förlag
Springer Nature Switzerland AG
Medarbetare
Fournier-Viger, Philippe (ed.), Lin, Jerry Chun-Wei (ed.), Nkambou, Roger (ed.), Vo, Bay (ed.), Tseng, Vincent S. (ed.)
Illustratör/Fotograf
Bibliographie 41 schwarz-weiße und 77 farbige Abbildungen
Illustrationer
79 Illustrations, color; 44 Illustrations, black and white; VIII, 337 p. 123 illus., 79 illus. in co
Dimensioner
234 x 156 x 21 mm
Vikt
663 g
Antal komponenter
1
Komponenter
1 Hardback
ISBN
9783030049201
High-Utility Pattern Mining (inbunden)

High-Utility Pattern Mining

Theory, Algorithms and Applications

Inbunden Engelska, 2019-01-31
1609
Skickas inom 10-15 vardagar.
Gratis frakt inom Sverige över 159 kr för privatpersoner.
Finns även som
Visa alla 1 format & utgåvor
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.
Visa hela texten

Passar bra ihop

  1. High-Utility Pattern Mining
  2. +
  3. Database Systems for Advanced Applications

De som köpt den här boken har ofta också köpt Database Systems for Advanced Applications av Christian S Jensen, Ee-Peng Lim, De-Nian Yang, Wang-Chien Lee, Vincent S Tseng (häftad).

Köp båda 2 för 2788 kr

Kundrecensioner

Har du läst boken? Sätt ditt betyg »

Innehållsförteckning

Introduction.- Problem Definition.- Algorithms.- Extensions of the Problem.- Research Opportunities.- Open-Source Implementations.- Conclusion.