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Geographic Data Mining and Knowledge Discovery

Geographic Data Mining and Knowledge Discovery

Geographic Data Mining and Knowledge Discovery Hardback - 2009 - 2nd Edition

by Harvey J. Miller (Editor); Jiawei Han (Editor)

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This second edition reflects the current state of the art in the field. It includes updated material on geographic knowledge discovery, geographic data warehouse research, spatial clustering methods, clustering techniques for trajectory data, INGENS 2.0, and geovisualization techniques.

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Hardcover. New. New Book; Fast Shipping from UK; Not signed; Not First Edition; This second edition includes updated material on geographic knowledge discovery, geographic data warehouse research, map cubes, spatial dependency, spatial clustering methods, clustering techniques for trajectory data, INGENS 2.0, and g
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Details

  • Title Geographic Data Mining and Knowledge Discovery
  • Author Harvey J. Miller (Editor); Jiawei Han (Editor)
  • Binding Hardback
  • Edition number 2nd
  • Edition 2
  • Condition New
  • Pages 486
  • Volumes 1
  • Language ENG
  • Publisher CRC Press
  • Publication date 2009-05-01
  • Illustrated Yes
  • Features Bibliography, Glossary, Illustrated, Index, Table of Contents
  • Bookseller's Inventory # ria9781420073973_inp
  • ISBN 9781420073973 / 1420073974
  • Weight 1.8 lbs (0.82 kg)
  • Dimensions 9.3 x 6.3 x 1.1 in (23.62 x 16.00 x 2.79 cm)
  • Category Computers - Data Base Management
  • Library of Congress subjects Data mining, Geodatabases
  • Library of Congress Catalogue Number 2009010969
  • Dewey Decimal Code 910.285
  • Quantity available 1027

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From the publisher

The Definitive Volume on Cutting-Edge Exploratory Analysis of Massive Spatial and Spatiotemporal Databases

Since 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.

New to the Second Edition

  • Updated material on geographic knowledge discovery (GKD), GDW research, map cubes, spatial dependency, spatial clustering methods, clustering techniques for trajectory data, the INGENS 2.0 software, and GVis techniques
  • New chapter on data quality issues in GKD
  • New chapter that presents a tree-based partition querying methodology for medoid computation in large spatial databases
  • New chapter that discusses the use of geographically weighted regression as an exploratory technique
  • New chapter that gives an integrated approach to multivariate analysis and geovisualization
  • Five new chapters on knowledge discovery from spatiotemporal and mobile objects databases

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.

Media reviews

Citations

  • Reference and Research Bk News, 08/01/2009, Page 69
  • Scitech Book News, 09/01/2009, Page 2

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