Resampling strategies for imbalanced time series forecasting

Nuno Moniz, Paula Branco, Luís Torgo

Research output: Contribution to journalArticlepeer-review

44 Citations (Scopus)
Original languageEnglish
Pages (from-to)161-181
Number of pages21
JournalInternational Journal of Data Science and Analytics
Volume3
Issue number3
DOIs
Publication statusPublished - May 1 2017
Externally publishedYes

ASJC Scopus Subject Areas

  • Information Systems
  • Applied Mathematics
  • Computer Science Applications
  • Computational Theory and Mathematics
  • Modelling and Simulation

Keywords

  • Data imbalance
  • Resampling strategies
  • Temporal bias
  • Time series

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