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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
1702022
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
1232021
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
822017
Deep learning for time series classification and extrinsic regression: A current survey
N Mohammadi Foumani, L Miller, CW Tan, GI Webb, G Forestier, M Salehi
ACM Computing Surveys 56 (9), 1-45, 2024
722024
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
532024
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
462018
Time series classification for varying length series
CW Tan, F Petitjean, E Keogh, GI Webb
arXiv preprint arXiv:1910.04341, 2019
442019
Monash University, UEA, UCR time series extrinsic regression archive
CW Tan, C Bergmeir, F Petitjean, GI Webb
arXiv preprint arXiv:2006.10996, 2020
422020
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
382020
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
322019
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
212023
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
182022
Disjoint-cnn for multivariate time series classification
SNM Foumani, CW Tan, M Salehi
2021 International Conference on Data Mining Workshops (ICDMW), 760-769, 2021
142021
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
122017
Machine learning approaches for tamping effectiveness prediction
CW Tan, P Reichl, G Webb, F Petitjean
2017 International Heavy Haul Association Conference (IHHA2017), 2017
122017
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
102021
Automated interictal epileptiform discharge detection from scalp EEG using scalable time-series classification approaches
D Nhu, M Janmohamed, L Shakhatreh, O Gonen, P Perucca, A Gilligan, ...
International journal of neural systems 33 (01), 2350001, 2023
92023
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
92022
Parameterizing the cost function of dynamic time warping with application to time series classification
M Herrmann, CW Tan, GI Webb
Data Mining and Knowledge Discovery 37 (5), 2024-2045, 2023
82023
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
82021
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Articles 1–20