Geographic Data Mining and Knowledge Discovery (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series) - Hardcover

Hardcover

ISBN 10: 0415233690 ISBN 13: 9780415233699

Verlag: CRC Press, 2001

Inhaltsangabe

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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Reseña del editor

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. Data Mining 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. Miller; Harvey J. University of Utah, Salt Lake City, USA,Han; Jiawei University of Illinois at Urbana-Champaign, USA,

Details zur Ausgabe

• Verlag: CRC Press
• Erscheinungsdatum: 2001
• Sprache: Englisch
• ISBN 10: 0415233690
• ISBN 13: 9780415233699
• Einband: Tapa dura
• Auflage: 1
• Anzahl der Seiten: 372
• Herausgeber: Miller Harvey J., Han Jiawei
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Nicht verfügbar