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
Print Length 页数: 248 pages
ISBN-10: 0367654261
ISBN-13: 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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