Data mining in time series databases /

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Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduces new aspects and difficulties to data mining and knowledge discovery. This manual examines state-of-the-art methodology for mining time series databases. The novel data mining methods presented in t...

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Detalles Bibliográficos
Clasificación:Libro Electrónico
Otros Autores: Last, Mark, Kandel, Abraham, Bunke, Horst
Formato: Electrónico eBook
Idioma:Inglés
Publicado: New Jersey ; London : World Scientific, ©2004.
Colección:Series in machine perception and artificial intelligence ; v. 57.
Temas:
Data mining.
Distributed databases.
Data Mining
Exploration de données (Informatique)
Bases de données réparties.
COMPUTERS > Expert Systems.
Data mining
Distributed databases
Acceso en línea:Texto completo
Tabla de Contenidos:
  • Segmenting time series : a survey and novel approach / E. Keogh [and others]
  • 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 [and others]
  • 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 González and J.J. Rodríguez Diez
  • Median strings : a review / X. Jiang, H. Bunke, and J. Csirik.

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