Geographic data minig and knowledge discovery

著者

• Miller, Harvey J.
• Han, Jiawei

書誌事項

Geographic data minig and knowledge discovery

edited by Harvey J. Miller and Jiawei Han

（Research monographs in geographic information systems）

Taylor & Francis, 2001

注記

Includes bibliographical references and index

内容説明・目次

内容説明

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.

目次

Overview of geographic data mining and knowledge discovery . Geographic data warehouses and data depositories. Techniques for geographic data mining and knowledge discovery. Geographic knowledge discovery and geographic visualization. Applications of geographic data mining and knowledge discovery.

「Nielsen BookData」 より

詳細情報

• NII書誌ID(NCID): BA54150496
• ISBN:
  • 0415233690
• 出版国コード: uk
• タイトル言語コード: eng
• 本文言語コード: eng
• 出版地: London
• ページ数/冊数: xvi, 372 p., [8] p. of plates, ill.(some col.)
• 大きさ: 24 cm
• 親書誌ID:
  • BA36845463