Data Mining for Co-location Patterns

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Data Mining for Co-location Patterns is written by Guoqing Zhou and published by CRC Press. It's available with International Standard Book Number or ISBN identification 1000533433 (ISBN 10) and 9781000533439 (ISBN 13).

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.