Outlier detection for temporal data

Outlier detection for temporal data

by Gupta, Manish, (Computer scientist)

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Title Statements

  • Full title :Outlier detection for temporal data / Manish Gupta, Jing Gao, Charu Aggarwal, Jiawei Han.

Edition Statements

  • Publication Date:©2014

Publication Statements

The Physical Object

  • Description:xviii, 110 pages : : illustrations ; : 24 cm.

Edition Identifiers

  • ISBN:9781627053754, 1627053751, 9781627053761, 162705376X
  • oclc:ocn868276285
  • LC Classification:QA276
  • Dewey Decimal:519.5

Table of Contents

Introduction and challenges -- Outlier detection for time series and data sequences -- Outlier detection for data streams -- Outlier detection for distributed data streams -- Outlier detection for spatio-temporal data -- Outlier detection for temporal network data --Applications of outlier detection for temporal data -- Conclusions and research directions.

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Subjects

Bases de données spatio-temporelles Observations aberrantes (statistique) Outliers (Statistics) Temporal databases

Writers

Gupta, Manish, (Computer scientist) Aggarwal, Charu C. Gao, Jing, (College teacher) Han, Jiawei

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