Segueix
ChangWei Tan
ChangWei Tan
Faculty of Information Technology, Monash University
Correu electrònic verificat a monash.edu - Pàgina d'inici
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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
502017
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
332018
Time series extrinsic regression
CW Tan, C Bergmeir, F Petitjean, GI Webb
arXiv preprint arXiv:2006.12672, 2020
312020
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
172020
Time series classification for varying length series
CW Tan, F Petitjean, E Keogh, GI Webb
arXiv preprint arXiv:1910.04341, 2019
162019
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
152019
Monash University, UEA, UCR time series extrinsic regression archive
CW Tan, C Bergmeir, F Petitjean, GI Webb
arXiv preprint arXiv:2006.10996, 2020
142020
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, 1-24, 2022
9*2022
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
72017
Machine learning approaches for tamping effectiveness prediction
CW Tan, P Reichl, G Webb, F Petitjean
2017 International Heavy Haul Association Conference (IHHA2017), 2017
62017
Detecting driver's distraction using long-term recurrent convolutional network
CW Tan, M Salehi, G Mackellar
arXiv preprint arXiv:2004.11839, 2020
42020
Tamping effectiveness prediction using supervised machine learning techniques
CW Tan, G Webb, F Petitjean, P Reichl
First International Conference on Rail Transportation (ICRT2017), 2017
42017
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
32021
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
12021
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, ...
medRxiv, 2022
2022
Disjoint-CNN for Multivariate Time Series Classification
SNM Foumani, CW Tan, M Salehi
2021 International Conference on Data Mining Workshops (ICDMW), 760-769, 2021
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
2021
Classification of multivariate weakly-labelled time-series with attention
S Rahman, CW Tan
arXiv preprint arXiv:2102.08245, 2021
2021
Time Series Classification at Scale
CWEI TAN
Monash University, 0
En aquests moments el sistema no pot dur a terme l'operació. Torneu-ho a provar més tard.
Articles 1–19