Data Mining for Co-location Patterns: Principles and Applications

By Guoqing Zhou

Book Overview

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.

• Format: Paperback
• Language: English
• ISBN: 0367688662
• ISBN13: 9780367688660
• Release Date: May 2024
• Publisher: CRC Press
• Length: 228 Pages
• Weight: 0.72 lbs.
• Dimensions: 0.5" x 6.1" x 9.2"