Time series data mining of electricity usage patterns (EPSRC Industrial CASE) (Student - Jason Lines)

Research output

Research output per year 2012 2012 2014 2015

• 2 Paper
• 2 Article
• 2 Working paper

Research output per year

Research output per year

Search results

• 2015

  Time series classification with ensembles of elastic distance measures

  Lines, J. & Bagnall, A., May 2015, In: Data Mining and Knowledge Discovery. 29, 3, p. 565-592 28 p.

  Research output: Contribution to journal › Article › peer-review
  401 Citations (Scopus)
• 2014

  An Experimental Evaluation of Nearest Neighbour Time Series Classification

  Bagnall, A. & Lines, J., 2014, (Technical Report CMP-C14-01).

  Research output: Working paper

  File
  26 Downloads (Pure)

• Classification of time series by shapelet transformation

  Hills, J., Lines, J., Baranauskas, E., Mapp, J. & Bagnall, A., Jul 2014, In: Data Mining and Knowledge Discovery. 28, 4, p. 851-881

  Research output: Contribution to journal › Article › peer-review
  440 Citations (Scopus)

• Finding Motif Sets in Time Series

  Bagnall, A., Hills, J. & Lines, J., 2014, 6 p. (Technical report CMPC14-03).

  Research output: Working paper

  File
  25 Downloads (Pure)
• 2012

  A Shapelet Transform for Time Series Classification

  Lines, J., Davis, L., Hills, J. & Bagnall, A., 2012.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  315 Citations (Scopus)

  30 Downloads (Pure)

• Transformation Based Ensembles for Time Series Classification

  Bagnall, A., Davis, L., Hills, J. & Lines, J., May 2012, p. 307-319. 13 p.

  Research output: Contribution to conference › Paper › peer-review

  Open Access

  File
  94 Citations (Scopus)

  57 Downloads (Pure)