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Geographic Data Mining and Knowledge Discovery, Second Edition

Geographic Data Mining and Knowledge Discovery, Second Edition

Trending Research Book in Geographic Data Mining and Knowledge Discovery, Second Edition

Author(s) Name:  Harvey J. Miller, Jiawei Han

About the Book:

   The book presents 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 been a rise in the use of knowledge discovery techniques due to the increasing collection and storage of data on spatiotemporal processes and mobile objects. Incorporating these novel developments, this second edition reflects the current state of the art in the field.
   Geographic data mining and knowledge discovery is a promising young discipline with many challenging research problems. This book shows that this area represents an important direction in the development of a new generation of spatial analysis tools for data-rich environments. Exploring various problems and possible solutions, it will motivate researchers to develop new methods and applications in this emerging field.

Table of Contents

  • Introduction
  • Spatiotemporal Data Mining Paradigms and Methodologies
  • Fundamentals of Spatial Data Warehousing for Geographic Knowledge Discovery
  • Analysis of Spatial Data with Map Cubes: Highway Traffic Data
  • Spatial Classification and Prediction Models for Geospatial Data Mining
  • An Overview of Clustering Methods in Geographic Data Analysis
  • Leveraging the Power of Spatial Data Mining to Enhance the Applicability of GIS Technology
  • The Role of a Multitier Ontological Framework in Reasoning to Discover Meaningful Patterns of Sustainable Mobility

    • ISBN:  9781420073973

    Publisher:  CRC Press

    Year of Publication:  2009

    Book Link:  Home Page Url