Название: Data Mining for Co-location Patterns: Principles and Applications
Автор: Guoqing Zhou
Издательство: CRC Press
Год: 2022
Формат: PDF
Страниц: 229
Размер: 12,2 Mb
Язык: 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.