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.
Produkteigenschaften
- Artikelnummer: 9780367688660
- Medium: Buch
- ISBN: 978-0-367-68866-0
- Verlag: CRC Press
- Erscheinungstermin: 27.05.2024
- Sprache(n): Englisch
- Auflage: 1. Auflage 2024
- Produktform: Kartoniert
- Gewicht: 357 g
- Seiten: 228
- Format (B x H x T): 156 x 234 x 13 mm
- Ausgabetyp: Kein, Unbekannt