Temporal and spatio-temporal data mining
By: Wynne Hsu, Mong Li Lee, and Junmei Wang.
Contributors: Lee, Mong Li.; Wang, Junmei, 1975-
Publisher: Idea Group Pub.; IGI Publishing; IGI Pub.
Published: 2008
Place of publication: Hershey PA
Language: eng
Number of pages: 292
ISBN-13: 9781599043876; 9781599043890
Subjects: Data mining.; Temporal databases.
Description: "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.
Notes: Includes bibliographical references and index.
Table of contents: title: Time series mining : background and related work; title: Mining dense periodic patterns in time series databases; title: Mining sequence patterns in evolving databases; title: Mining progressive confident rules in sequence databases; title: Early works in spatio - temporal mining; title: Mining topological patterns in spatio-temporal databases; title: Mining flow patterns in spatio-temporal data; title: Mining generalized flow patterns; title: Mining spatio-temporal trees; title: Mining spatio-temporal graph patterns.