Accepting PhD Students

20172019
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Personal profile

Education/Academic qualification

Machine Learning, Doctor of Philosophy

Research area keywords

  • Time series classification
  • Time series regression
  • Time series analysis

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Research Output 2017 2019

  • 5 Conference Paper

Elastic bands across the path: a new framework and method to lower bound DTW

Tan, C. W., Petitjean, F. & Webb, G. I., 2019, Proceedings of the 2019 SIAM International Conference on Data Mining. Berger-Wolf, T. & Chawla, N. (eds.). Philadelphia PA USA: Society for Industrial & Applied Mathematics (SIAM), p. 522-530 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Efficient search of the best warping window for Dynamic time Warping

Tan, C. W., Herrmann, M., Forestier, G., Webb, G. I. & Petitjean, F., 2018, 2018 SIAM International Conference on Data Mining, SDM 2018: San Diego Marriott Mission Valley San Diego, California USA May 3-5, 2018. Ester, M. & Pedreschi, D. (eds.). Philadelphia PA USA: Society for Industrial & Applied Mathematics (SIAM), p. 225-233 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Tamping effectiveness prediction using supervised machine learning techniques

Tan, C. W., Webb, G. I., Petitjean, F. & Reichl, P., 2018, ICRT 2017 - Railway Development, Operations, and Maintenance: Proceedings of the First International Conference on Rail Transportation 2017 - July 10–12, 2017 Chengdu, Sichuan Province, China. Zhai, W. & Wang, K. C. P. (eds.). Reston Virginia USA: American Society of Civil Engineers, p. 1010-1023 14 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearch

Design and implementation of a low-power wireless sensor network platform based on XBee

Wu, F., Tan, C. W., Sarvi, M., Rudiger, C. & Yuce, M. R., 14 Nov 2017, 2017 IEEE 85th Vehicular Technology Conference, VTC Spring 2017 - Proceedings. IEEE, Institute of Electrical and Electronics Engineers, Vol. 2017-June. 5 p. 8108667

Research output: Chapter in Book/Report/Conference proceedingConference PaperOther

Indexing and classifying gigabytes of time series under time warping

Tan, C. W., Webb, G. I. & Petitjean, F., 1 Jan 2017, Proceedings of the 17th SIAM International Conference on Data Mining: Houston, Texas, USA, 27 – 29 April , 2017. Chawla, N. & Wang, W. (eds.). Philadelphia, PA: Society for Industrial and Applied Mathematics SIAM Publications, p. 282-290 9 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Prizes

SIAM International Conference on Data Mining (SDM-18) Best Research Paper Award

Chang Wei Tan (Recipient), Matthieu Luc Herrmann (Recipient), Germain Forestier (Recipient), Geoff Webb (Recipient) & Francois Petitjean (Recipient), 2018

Prize: Prize (including medals and awards)