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Data mining in time series databases [electronic resource] / editors, Mark Last, Abraham Kandel, Horst Bunke.

Contributor(s): Last, Mark | Kandel, Abraham | Bunke, Horst.
Material type: TextTextSeries: Series in machine perception and artificial intelligence: v. 57.Publisher: New Jersey ; London : World Scientific, c2004Description: 1 online resource (xi, 192 p.) : ill.ISBN: 1423723023 (electronic bk.); 9781423723028 (electronic bk.); 9789812382900; 9812382909.Subject(s): Data mining | Distributed databases | COMPUTERS -- Expert Systems | Electronic books | Exploration de donn�ees (Informatique) | Bases de donn�ees r�epartiesGenre/Form: Electronic books.Additional physical formats: Print version:: Data mining in time series databases.DDC classification: 006.33 Other classification: 54.64 | QH 237 | SK 845 | ST 530 Online resources: EBSCOhost
Contents:
Segmenting time series : a survey and novel approach / E. Keogh ... [et al.] -- A survey of recent methods for efficient retrieval of similar time sequences / M.L. Hetland -- Indexing of compressed time series / E. Fink and K.B. Pratt -- Indexing time-series under conditions of noise / M. Vlachos, D. Gunopulos, and G. Das -- Change detection in classification models induced from time series data / G. Zeira ... [et al.] -- Classification and detection of abnormal events in time series of graphs / H. Bunke and M. Kraetzl -- Boosting interval-based literals : variable length and early classification / C.J. Alonso Gonz�alez and J.J. Rodr�iguez Diez -- Median strings : a review / X. Jiang, H. Bunke, and J. Csirik.
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Includes bibliographical references.

Segmenting time series : a survey and novel approach / E. Keogh ... [et al.] -- A survey of recent methods for efficient retrieval of similar time sequences / M.L. Hetland -- Indexing of compressed time series / E. Fink and K.B. Pratt -- Indexing time-series under conditions of noise / M. Vlachos, D. Gunopulos, and G. Das -- Change detection in classification models induced from time series data / G. Zeira ... [et al.] -- Classification and detection of abnormal events in time series of graphs / H. Bunke and M. Kraetzl -- Boosting interval-based literals : variable length and early classification / C.J. Alonso Gonz�alez and J.J. Rodr�iguez Diez -- Median strings : a review / X. Jiang, H. Bunke, and J. Csirik.

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Data mining in time series databases ©2004
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