Data mining for co-location patterns

Data mining for co-location patterns: principles and applications

by Zhou, Guoqing

Type Book
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"This book focuses on data mining for co-location pattern, a valid method for identifying patterns from all types of data and applying them in business intelligence and analytics. It explains the fundamentals of co-location pattern mining, co-location decision tree, and maximal instance co-location pattern mining along with an in-depth overview of data mining, machine learning, and statistics. This arrangement of chapters helps readers understand the methods of co-location pattern mining step-b…

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Title Statements

  • Full title :Data mining for co-location patterns : principles and applications / Guoqing Zhou.

Summary

"This book focuses on data mining for co-location pattern, a valid method for identifying patterns from all types of data and applying them in business intelligence and analytics. It explains the fundamentals of co-location pattern mining, co-location decision tree, and maximal instance co-location pattern mining along with an in-depth overview of data mining, machine learning, and statistics. This arrangement of chapters helps readers understand the methods of co-location pattern mining step-by-step and their applications in pavement management, image classification, geospatial buffer analysis, etc"--

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Edition Statements

  • Publication Date:2022.
  • Edition:First edition

Publication Statements

  • Publisher(s):CRC Press
  • Place of Publication:Boca Raton, FL
  • Language:eng
  • Publication Date:2022.

Notes

Based on author's second Ph.D. dissertation completed in Virginia Tech, Blacksburg, Virginia, USA, 2001.

The Physical Object

  • Description:1 volume : : illustrations (black and white) ; : 24 cm

Edition Identifiers

  • ISBN:9780367654269, 0367654261, 9780367688660, 0367688662
  • oclc:on1264138076
  • LC Classification:QA278.55
  • Dewey Decimal:006.3

Subjects

Business intelligence -- Data processing Classification automatique (Statistique… Cluster analysis -- Data processing Data Mining Données géospatiales -- Informatique Exploration de données (Informatique) Geospatial data -- Computer processing Pattern perception -- Data processing Perception des structures -- Informatiq…

Writers

Zhou, Guoqing

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