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Geographic data mining and knowledge discovery

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Geographic data mining and knowledge discovery/ edited by Harvey J. Miller, Jiawei Han.
其他作者:	Miller, Harvey J.
出版者:	Boca Raton, FL :CRC Press, : 2009.,
面頁冊數:	1 online resource (458 p.) :ill. (some col.), maps (some col.) :
標題:	Geodatabases. -
電子資源:	http://www.crcnetbase.com/isbn/978-1-4200-7397-3
ISBN:	9781420073980 (electronic bk.)

Geographic data mining and knowledge discovery
Geographic data mining and knowledge discovery[electronic resource] /edited by Harvey J. Miller, Jiawei Han. - 2nd ed. - Boca Raton, FL :CRC Press,2009. - 1 online resource (458 p.) :ill. (some col.), maps (some col.) - Chapman & Hall/CRC data mining and knowledge discovery series. - Chapman & Hall/CRC data mining and knowledge discovery series..

Includes bibliographical references and index.

Geographic data mining and knowledge discovery : an overview / Harvey J. Miller and Jiawei Han -- Spatio-temporal data mining paradigms and methodologies / John F. Roddick and Brian G. Lees -- Fundamentals of spatial data warehousing for geographic knowledge discovery / Yvan Bédard and Jiawei Han -- Analysis of spatial data with map cubes : highway traffic data / Chang-Tien Lu, Arnold P. Boedihardjo, and Shashi Shekhar -- Data quality issues and geographic knowledge discovery / Marc Gervais ... [et al.] -- Spatial classification and prediction models for geospatial data mining / Shashi Shekhar, Ranga Raju Vatsavai, and Sanjay Chawla -- An overview of clustering methods in geographic data analysis / Jiawei Han, Jae-Gil Lee, and Micheline Kamber -- Computing medoids in large spatial datasets / Kyriakos Mouratidis, Dimitris Papadias, and Spiros Papadimitriou -- Looking for a relationship? : try GWR / A. Stewart Fotheringham, Martin Charlton, and Urška Demšar -- Leveraging the power of spatial data mining to enhance the applicability of GIS technology / Donato Malerba, Antonietta Lanza, and Annalisa Appice -- Visual exploration and explanation in geography analysis with light / Mark Gahegan -- Multivariate spatial clustering and geovisualization / Diansheng Guo -- Toward knowledge discovery about geographic dynamics in spatiotemporal databases / May Yuan -- The role of a multitier ontological framework in reasoning to discover meaningful patterns of sustainable mobility / Monica Wachowicz ... [et al.] -- Periodic pattern discovery from trajectories of moving objects / Huiping Cao, Nikos Mamoulis, and David W. Cheung -- Decentralized spatial data mining for geosensor networks / Patrick Laube and Matt Duckham -- Beyond exploratory visualization of space-time paths / Menno-Jan Kraak and Otto Huisman.

ISBN: 9781420073980 (electronic bk.)Subjects--Topical Terms:

673315
Geodatabases.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: G70.2 / .G4365 2009eb

Dewey Class. No.: 910.285/6312

Geographic data mining and knowledge discovery
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020 $a 1420073982 (electronic bk.)
020 $a 9781420073973 (hbk.)
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082 0 4 $a 910.285/6312 $2 22
245 0 0 $a Geographic data mining and knowledge discovery $h [electronic resource] / $c edited by Harvey J. Miller, Jiawei Han.
250 $a 2nd ed.
260 $a Boca Raton, FL : $b CRC Press, $c 2009.
300 $a 1 online resource (458 p.) : $b ill. (some col.), maps (some col.)
490 1 $a Chapman & Hall/CRC data mining and knowledge discovery series
504 $a Includes bibliographical references and index.
505 0 $a Geographic data mining and knowledge discovery : an overview / Harvey J. Miller and Jiawei Han -- Spatio-temporal data mining paradigms and methodologies / John F. Roddick and Brian G. Lees -- Fundamentals of spatial data warehousing for geographic knowledge discovery / Yvan Bédard and Jiawei Han -- Analysis of spatial data with map cubes : highway traffic data / Chang-Tien Lu, Arnold P. Boedihardjo, and Shashi Shekhar -- Data quality issues and geographic knowledge discovery / Marc Gervais ... [et al.] -- Spatial classification and prediction models for geospatial data mining / Shashi Shekhar, Ranga Raju Vatsavai, and Sanjay Chawla -- An overview of clustering methods in geographic data analysis / Jiawei Han, Jae-Gil Lee, and Micheline Kamber -- Computing medoids in large spatial datasets / Kyriakos Mouratidis, Dimitris Papadias, and Spiros Papadimitriou -- Looking for a relationship? : try GWR / A. Stewart Fotheringham, Martin Charlton, and Urška Demšar -- Leveraging the power of spatial data mining to enhance the applicability of GIS technology / Donato Malerba, Antonietta Lanza, and Annalisa Appice -- Visual exploration and explanation in geography analysis with light / Mark Gahegan -- Multivariate spatial clustering and geovisualization / Diansheng Guo -- Toward knowledge discovery about geographic dynamics in spatiotemporal databases / May Yuan -- The role of a multitier ontological framework in reasoning to discover meaningful patterns of sustainable mobility / Monica Wachowicz ... [et al.] -- Periodic pattern discovery from trajectories of moving objects / Huiping Cao, Nikos Mamoulis, and David W. Cheung -- Decentralized spatial data mining for geosensor networks / Patrick Laube and Matt Duckham -- Beyond exploratory visualization of space-time paths / Menno-Jan Kraak and Otto Huisman.
588 $a Description based on print version record.
650 0 $a Geodatabases. $3 673315
650 0 $a Data mining. $3 528622
655 4 $a Electronic books. $2 local $3 554714
700 1 $a Miller, Harvey J. $3 894653
700 1 $a Han, Jiawei. $3 643449
830 0 $a Chapman & Hall/CRC data mining and knowledge discovery series. $3 716045
856 4 0 $u http://www.crcnetbase.com/isbn/978-1-4200-7397-3