Temporal and spatio-temporal data mining / Wynne Hsu, Mong Li Lee, Junmei Wang.

Author/creator Hsu, Wynne, 1966-
Other author Lee, Mong Li.
Other author Wang, Junmei, 1975-
Format Electronic
Publication InfoHershey : IGI Pub., ©2008.
Descriptionx, 280 pages : illustrations ; 27 cm
Supplemental ContentTable of contents only
Supplemental ContentVolltext
Supplemental ContentTable of contents
Subjects
Data mining.
Temporal databases.

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.
Abstract "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.
Bibliography noteIncludes bibliographical references and index.
LCCN 2006102335
ISBN9781599043876
ISBN1599043874
ISBN9781599043890 (ebook)
ISBN1599043890 (ebook)

Availability

Library Location Call Number Status Item Actions
Joyner General Stacks QA76.9.D343 H78 2008 ✔ Available Place Hold