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Temporal and spatio-temporal data mining

Wang, Junmei, (1975-)

Temporal and spatio-temporal data mining

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Temporal and spatio-temporal data mining/ Wynne Hsu, Mong Li Lee, Junmei Wang.
作者:	Hsu, Wynne,
其他作者:	Wang, Junmei,
出版者:	Hershey :IGI Pub., : c2008.,
面頁冊數:	x, 280 p. :ill. :
標題:	Temporal databases. -
電子資源:	Click to View

Temporal and spatio-temporal data mining
Hsu, Wynne,1966-

Temporal and spatio-temporal data mining[electronic resource] /Wynne Hsu, Mong Li Lee, Junmei Wang. - Hershey :IGI Pub.,c2008. - x, 280 p. :ill.

Includes bibliographical references and index.

Time series mining : background and related work -- Mining dense periodic patterns in time series databases -- Mining sequence patterns in evolving databases -- Mining progressive confident rules in sequence databases -- Early works in spatio-temporal mining -- Mining topological patterns in spatio-temporal databases -- Mining flow patterns in spatio-temporal data -- Mining generalized flow patterns -- Mining spatio-temporal trees -- Mining spatio-temporal graph patterns.

"This book presents probable solutions when discovering the spatial sequence patterns by incorporating the information into the sequence of patterns, and introduces new classes of spatial sequence patterns, called flow and generalized spatio-temporal patterns, addressing different scenarios in spatio-temporal data by modeling them as graphs, providing a comprehensive synopsis on two successful partition-based algorithms designed by the authors"--Provided by publisher.

Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.

Subjects--Topical Terms:

566679
Temporal databases.
Index Terms--Genre/Form:

554714
Electronic books.

LC Class. No.: QA76.9.D343 / H78 2008

Dewey Class. No.: 005.74

Temporal and spatio-temporal data mining
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050 4 $a QA76.9.D343 $b H78 2008
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100 1 $a Hsu, Wynne, $d 1966- $3 566678
245 1 0 $a Temporal and spatio-temporal data mining $h [electronic resource] / $c Wynne Hsu, Mong Li Lee, Junmei Wang.
260 $a Hershey : $b IGI Pub., $c c2008.
300 $a x, 280 p. : $b ill.
504 $a Includes bibliographical references and index.
505 0 $a Time series mining : background and related work -- Mining dense periodic patterns in time series databases -- Mining sequence patterns in evolving databases -- Mining progressive confident rules in sequence databases -- Early works in spatio-temporal mining -- Mining topological patterns in spatio-temporal databases -- Mining flow patterns in spatio-temporal data -- Mining generalized flow patterns -- Mining spatio-temporal trees -- Mining spatio-temporal graph patterns.
520 $a "This book presents probable solutions when discovering the spatial sequence patterns by incorporating the information into the sequence of patterns, and introduces new classes of spatial sequence patterns, called flow and generalized spatio-temporal patterns, addressing different scenarios in spatio-temporal data by modeling them as graphs, providing a comprehensive synopsis on two successful partition-based algorithms designed by the authors"--Provided by publisher.
533 $a Electronic reproduction. Ann Arbor, MI : ProQuest, 2015. Available via World Wide Web. Access may be limited to ProQuest affiliated libraries.
650 0 $a Temporal databases. $3 566679
650 0 $a Data mining. $3 528622
655 4 $a Electronic books. $2 local $3 554714
700 1 $a Wang, Junmei, $d 1975- $3 566681
700 1 $a Lee, Mong Li. $3 566680
710 2 $a ProQuest (Firm) $3 1133097
856 4 0 $u https://ebookcentral.proquest.com/lib/nfu/detail.action?docID=3309210 $z Click to View

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