Research

Publications

  1. C. Tan, G. Webb, and F. Petitjean, “Indexing and classifying gigabytes of time series under time warping” in 2017 SIAM International Conference on Data Mining (SDM17), SIAM, 2017 
  2. F. Wu, C. Tan, M. Sarvi, C. Rudiger and M. Yuce, “Design and Implementation of a Low-Power Wireless Sensor Network Platform Based on XBee” in 2017 IEEE 85th Vehicular Technology Conference (VTC2017), IEEE Vehicular Technology Society, 2017
  3. C. Tan, G. Webb, F. Petitjean and P. Reichl, “Tamping Effectiveness Prediction Using Supervised Machine Learning Techniques”, in First International Conference on Rail Transportation (ICRT), Southwest Jiaotong University, 2017 
  4. C. Tan, G. Webb, F. Petitjean and P. Reichl, “Machine learning approaches for tamping effectiveness prediction”, in 11th International Heavy Haul Association Conference (IHHA), IHHA, 2017 
  5. C. Tan, M. Herrmann, G. Forestier, G. Webb, and F. Petitjean, “Efficient search of the best warping window for Dynamic Time Warping” in 2018 SIAM International Conference on Data Mining (SDM18), SIAM, 2018. Best Research Paper Award 
  6. C. Tan, F. Petitjean, and G. Webb, “Elastic bands across the path: A new framework and method to lower bound DTW” in 2019 SIAM International Conference on Data Mining (SDM19), SIAM, 2019. 

Scalable Time Series Classification

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Improving Railway Track Maintenance with Time Series Classification

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