Spatial Databases: Technologies, Techniques and Trends

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"Spatial Databases: Technologies, Techniques and Trends introduces the reader to the world of spatial databases and related subtopics. The broad range of topics covered within the chapters includes spatial data modeling, indexing of spatial and spatiotemporal objects, data mining and knowledge discovery in spatial and spatiotemporal management issues and query processing for moving objects." The reader will be able to get in touch with several important research issues the research community is dealing with today. Covering fundamental aspects up
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Overview

"Spatial Databases: Technologies, Techniques and Trends introduces the reader to the world of spatial databases and related subtopics. The broad range of topics covered within the chapters includes spatial data modeling, indexing of spatial and spatiotemporal objects, data mining and knowledge discovery in spatial and spatiotemporal management issues and query processing for moving objects." The reader will be able to get in touch with several important research issues the research community is dealing with today. Covering fundamental aspects up to advanced material, this book appeals to a broad computer science audience. Although perfect for specialists, each chapter is self contained, making it easy for non-specialists to grasp the main issues involved.
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Product Details

  • ISBN-13: 9781591403883
  • Publisher: IGI Global
  • Publication date: 12/1/2004
  • Pages: 300
  • Product dimensions: 6.54 (w) x 9.84 (h) x 0.78 (d)

Table of Contents

Ch. I Survey on spatial data modelling approaches 1
Ch. II Integrating Web data and geographic knowledge into spatial databases 23
Ch. III Object-relational spatial indexing 49
Ch. IV Quadtree-based image representation and retrieval 81
Ch. V Indexing multi-dimensional trajectories for similarity queries 107
Ch. VI Approximate computation of distance-based queries 130
Ch. VII Spatial joins : algorithms, cost models and optimization techniques 155
Ch. VIII Applications of moving objects databases 186
Ch. IX Simple and incremental nearest-neighbour search in spatio-temporal databases 204
Ch. X Management of large moving objects databases : indexing, benchmarking and uncertainty in movement representation 225
Ch. XI Spatio-temporal prediction using data mining tools 251
Ch. XII Mining in spatio-temporal databases 272
Ch. XIII Similarity learning in GIS : an overview of definitions, prerequisites and challenges 294
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