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Time series clustering and classification /

Bibliographic Details
Main Authors: Maharaj, Elizabeth Ann (Author), D'Urso, Pierpaolo (Author), Caiado, Jorge (Author)
Corporate Author: ProQuest (Firm)
Format: eBook
Language:English
Published: Boca Raton, FL : CRC Press, [2019]
Series:Series in computer science and data analysis.
Subjects:
Time-series analysis.
Cluster analysis.
Electronic books.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Time series features and models
  • Traditional cluster analysis
  • Fuzzy clustering
  • Observation-based clustering
  • Feature-based clustering
  • Model-based clustering
  • Other time series clustering approaches
  • Feature-based approaches
  • Other time series classification approaches
  • Software and data sets.