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Data Mining for Co-Location Patterns: Principles and Applications

Data Mining for Co-Location Patterns: Principles and Applications

Hardcover

Technology & EngineeringDatabasesGeneral Computers

ISBN10: 0367654261
ISBN13: 9780367654269
Publisher: CRC Press
Published: Jan 27 2022
Pages: 228
Weight: 1.10
Height: 0.56 Width: 6.14 Depth: 9.21
Language: English
Co-location pattern mining detects sets of features frequently located in close proximity to each other. 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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