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"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.
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Previews available in: English
Edition | Availability |
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1
Temporal and spatio-temporal data mining
2008, Idea Group Pub., IGI Publishing, IGI Pub.
in English
1599043874 9781599043876
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2
Temporal and Spatio-temporal Data Mining
July 6, 2007, IGI Publishing
Hardcover
in English
1599043874 9781599043876
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Book Details
Table of Contents
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.
Edition Notes
Includes bibliographical references and index.
Classifications
The Physical Object
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