Data Mining for Co-location Patterns - Principles and Applications (Hardcover)

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.

General

Imprint:	Crc Press
Country of origin:	United Kingdom
Release date:	2022
First published:	2022
Authors:	Guoqing Zhou
Dimensions:	234 x 156 x 22mm (L x W x T)
Format:	Hardcover
Pages:	210
ISBN-13:	978-0-367-65426-9
Categories:	Books > Earth & environment > Earth sciences > General Books > Professional & Technical > Civil engineering, surveying & building > General Books > Professional & Technical > Environmental engineering & technology > General Books > Social sciences > Sociology, social studies > Social groups & communities > Urban communities Books > Earth & environment > Geography > Human geography > General Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Geographical information systems (GIS) Books > Earth & environment > Geography > Cartography, geodesy & geographic information systems (GIS) > Remote sensing Books > Computing & IT > Applications of computing > Databases > General Books > Computing & IT > Applications of computing > Artificial intelligence > General Books > Professional & Technical > Electronics & communications engineering > Electronics engineering > Automatic control engineering > General
LSN:	0-367-65426-1
Barcode:	9780367654269

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