Geographic Data Mining and Knowledge Discovery

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Harvey J. Miller, Jiawei Han
CRC Press, 04.10.2003 - 372 Seiten
Advances in automated data collection are creating massive databases and a whole new field, Knowledge Discovery Databases (KDD), has emerged to develop new methods of managing and exploiting them. Geographic Data Mining and Knowledge Discovery is the interrogation of large databases using efficient computational methods. The unique challenges brought about by the storing of massive geographical databases - from high resolution satellite-based systems to data from intelligent transportation systems, for example - has led to the field of Geographical Knowledge Discovery (GKD). Geographic or spatial data mining is the exploration of these geographical information databases.
Developed out of contributions to the highly-respected Varenius Project in 1999, this collection will be the definitive volume focusing on GKD and addresses the special challenges to be found in knowledge discovery and data mining from geographic databases.
 

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Inhalt

Part II Geographic Data Warehouses and Data Depositories
50
Part III Techniques for geographic data mining and knowledge discovery
137
Part IV Geographic knowledge discovery and geographic visualization
252
Part V Applications of geographic data mining and knowledge discovery
306
Index
381
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