Data Mining for Co-location Patterns: Principles and Applications
Guoqing Zhou
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.
سب زمرہ:
سال:
2022
اشاعت:
1
ناشر کتب:
CRC Press
زبان:
english
صفحات:
248
ISBN 10:
0367654261
ISBN 13:
9780367654269
فائل:
PDF, 12.29 MB
IPFS:
,
english, 2022