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Data Mining for Co-location Patterns: Principles and Applications | Guoqing Zhou | ISBN: ISBN: 0367654261, 978-0367654269, B09NL55KGN

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سال انتشار: 2022

تعداد صفحات: 228

زبان فایل: انگلیسی

فرمت فایل: pdf

حجم فایل: 11MB

ناشر: CRC Press

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.