ChangWei Tan
ChangWei Tan
Faculty of Information Technology, Monash University
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Indexing and classifying gigabytes of time series under time warping
CW Tan, G Webb, F Petitjean
2017 SIAM International Conference on Data Mining, 282-290, 2017
Time series extrinsic regression: Predicting numeric values from time series data
CW Tan, C Bergmeir, F Petitjean, GI Webb
Data Mining and Knowledge Discovery 35, 1032-1060, 2021
Efficient search of the best warping window for dynamic time warping
CW Tan, M Herrmann, G Forestier, GI Webb, F Petitjean
Proceedings of the 2018 SIAM International Conference on Data Mining, 225-233, 2018
Time series classification for varying length series
CW Tan, F Petitjean, E Keogh, GI Webb
arXiv preprint arXiv:1910.04341, 2019
MultiRocket: multiple pooling operators and transformations for fast and effective time series classification
CW Tan, A Dempster, C Bergmeir, GI Webb
Data Mining and Knowledge Discovery 36 (5), 1623-1646, 2022
FastEE: Fast Ensembles of Elastic Distances for time series classification
CW Tan, F Petitjean, GI Webb
Data Mining and Knowledge Discovery 34 (1), 231-272, 2020
Monash University, UEA, UCR time series extrinsic regression archive
CW Tan, C Bergmeir, F Petitjean, GI Webb
arXiv preprint arXiv:2006.10996, 2020
Elastic bands across the path: A new framework and method to lower bound DTW
CW Tan, F Petitjean, GI Webb
Proceedings of the 2019 SIAM International Conference on Data Mining, 522-530, 2019
Machine learning approaches for tamping effectiveness prediction
CW Tan, P Reichl, G Webb, F Petitjean
2017 International Heavy Haul Association Conference (IHHA2017), 2017
Design and Implementation of a Low-Power Wireless Sensor Network Platform Based on XBee
F Wu, CW Tan, M Sarvi, C Rudiger, M Yuce
2017 IEEE 85th Vehicular Technology Conference (VTC2017), 2017
Graph convolutional network for generalized epileptiform abnormality detection on EEG
D Nhu, M Janmohamed, P Perucca, A Gilligan, P Kwan, T O'Brien, ...
2021 IEEE Signal Processing in Medicine and Biology Symposium (SPMB), 1-6, 2021
Ultra fast warping window optimization for Dynamic Time Warping
CW Tan, M Herrmann, GI Webb
2021 IEEE International Conference on Data Mining (ICDM), 589-598, 2021
Automated Inter-ctal Epileptiform Discharge Detection from Routine EEG
H Lives, D Enabled, M Merolli
Healthier Lives, Digitally Enabled: Selected Papers from the Digital Health …, 2021
Detecting driver's distraction using long-term recurrent convolutional network
CW Tan, M Salehi, G Mackellar
arXiv preprint arXiv:2004.11839, 2020
Tamping effectiveness prediction using supervised machine learning techniques
CW Tan, G Webb, F Petitjean, P Reichl
First International Conference on Rail Transportation (ICRT2017), 2017
Deep learning for automated epileptiform discharge detection from scalp EEG: a systematic review
DB Nhu, M Janmohamed, A Antonic-Baker, P Perucca, TJ O’Brien, ...
Journal of Neural Engineering, 2022
Moving the field forward: detection of epileptiform abnormalities on scalp electroencephalography using deep learning—clinical application perspectives
M Janmohamed, D Nhu, L Kuhlmann, A Gilligan, CW Tan, P Perucca, ...
Brain Communications 4 (5), fcac218, 2022
Parameterizing the cost function of Dynamic Time Warping with application to time series classification
M Herrmann, CW Tan, GI Webb
arXiv preprint arXiv:2301.10350, 2023
Ultra-fast meta-parameter optimization for time series similarity measures with application to nearest neighbour classification
CW Tan, M Herrmann, GI Webb
Knowledge and Information Systems, 1-35, 2023
FRANS: Automatic Feature Extraction for Time Series Forecasting
A Chernikov, CW Tan, P Montero-Manso, C Bergmeir
arXiv preprint arXiv:2209.07018, 2022
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