Data Mining for Co-location Patterns:Principles and Applications

Data Mining for Co-location Patterns:Principles and Applications 1st Edition
Author:Guoqing Zhou (Author)
Publisher Finelybook 出版社:CRC Press; 1st edition (January 27, 2022)
Language 语言:English
pages 页数:248 pages
ISBN-10 书号:0367654261
ISBN-13 书号:9780367654269


Book Description
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-Author:-step and their applications in pavement management, image classification, geospatial buffer analysis, etc.


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