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ChangWei Tan
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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
115*2022
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 (3), 1032-1060, 2021
922021
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
762017
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
422018
Time series classification for varying length series
CW Tan, F Petitjean, E Keogh, GI Webb
arXiv preprint arXiv:1910.04341, 2019
382019
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
332020
Monash University, UEA, UCR time series extrinsic regression archive
CW Tan, C Bergmeir, F Petitjean, GI Webb
arXiv preprint arXiv:2006.10996, 2020
312020
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
282019
Deep learning for time series classification and extrinsic regression: A current survey
NM Foumani, L Miller, CW Tan, GI Webb, G Forestier, M Salehi
ACM Computing Surveys, 2023
232023
Improving position encoding of transformers for multivariate time series classification
NM Foumani, CW Tan, GI Webb, M Salehi
Data Mining and Knowledge Discovery 38 (1), 22-48, 2024
132024
Deep learning for automated epileptiform discharge detection from scalp EEG: A systematic review
D Nhu, M Janmohamed, A Antonic-Baker, P Perucca, TJ O’Brien, ...
Journal of Neural Engineering 19 (5), 051002, 2022
132022
An approach to multiple comparison benchmark evaluations that is stable under manipulation of the comparate set
A Ismail-Fawaz, A Dempster, CW Tan, M Herrmann, L Miller, DF Schmidt, ...
arXiv preprint arXiv:2305.11921, 2023
112023
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
112017
Machine learning approaches for tamping effectiveness prediction
CW Tan, P Reichl, G Webb, F Petitjean
2017 International Heavy Haul Association Conference (IHHA2017), 2017
112017
Disjoint-cnn for multivariate time series classification
SNM Foumani, CW Tan, M Salehi
2021 International Conference on Data Mining Workshops (ICDMW), 760-769, 2021
92021
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
82021
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
62022
Detecting driver's distraction using long-term recurrent convolutional network
CW Tan, M Salehi, G Mackellar
arXiv preprint arXiv:2004.11839, 2020
62020
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
52021
Proximity Forest 2.0: A new effective and scalable similarity-based classifier for time series
M Herrmann, CW Tan, M Salehi, GI Webb
arXiv preprint arXiv:2304.05800, 2023
42023
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