The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and Spatiotemporal DatabasesSince the publication of the first edition of Geographic Data Mining and Knowledge Discovery, new techniques for geographic data warehousing (GDW), spatial data mining, and geovisualization (GVis) have been developed. In addition, there has bee

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Yes, you can access Geographic Data Mining and Knowledge Discovery by Harvey J. Miller, Jiawei Han, Harvey J. Miller, Jiawei Han in PDF and/or ePUB format, as well as other popular books in Computer Science & Programming Games. We have over one million books available in our catalogue for you to explore.

Information

Publisher

CRC Press

Year

2009

ISBN

9781420073980

Edition

Topic

Computer Science

Subtopic

Programming Games

Index

Computer Science

Front cover
Contents
Acknowledgments
About The Editors
List of Contributors
Chapter 1. Geographic Data Mining and Knowledge Discovery: An Overview
Chapter 2. Spatio-Temporal Data Mining Paradigms and Methodologies
Chapter 3. Fundamentals of Spatial Data Warehousing for Geographic Knowledge Discovery
Chapter 4. Analysis of Spatial Data with Map Cubes: Highway Traffic Data
Chapter 5. Data Quality Issues and Geographic Knowledge Discovery
Chapter 6. Spatial Classification and Prediction Models for Geospatial Data Mining*
Chapter 7. An Overview of Clustering Methods in Geographic Data Analysis
Chapter 8. Computing Medoids in Large Spatial Datasets
Chapter 9. Looking for a Relationship? Try GWR*
Chapter 10. Leveraging the Power of Spatial Data Mining to Enhance the Applicability of GIS Technology
Chapter 11. Visual Exploration and Explanation in Geography Analysis with Light
Chapter 12. Multivariate Spatial Clustering and Geovisualization*
Chapter 13. Toward Knowledge Discovery about Geographic Dynamics in Spatiotemporal Databases
Chapter 14. The Role of a Multitier Ontological Framework in Reasoning to Discover Meaningful Patterns of Sustainable Mobility
Chapter 15. Periodic Pattern Discovery from Trajectories of Moving Objects
Chapter 16. Decentralized Spatial Data Mining for Geosensor Networks
Chapter 17. Beyond Exploratory Visualization of Space–Time Paths
Index
Back cover