| 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 | 156 | 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 | 112 | 2021 |
| 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 | 80 | 2017 |
| 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 | 58 | 2024 |
| 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 | 45 | 2018 |
| Time series classification for varying length series CW Tan, F Petitjean, E Keogh, GI Webb arXiv preprint arXiv:1910.04341, 2019 | 42 | 2019 |
| 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 | 38 | 2024 |
| Monash University, UEA, UCR time series extrinsic regression archive CW Tan, C Bergmeir, F Petitjean, GI Webb arXiv preprint arXiv:2006.10996, 2020 | 37 | 2020 |
| 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 | 35 | 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 | 31 | 2019 |
| 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 | 18 | 2023 |
| 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 | 16 | 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 | 15 | 2021 |
| 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 | 11 | 2017 |
| Machine learning approaches for tamping effectiveness prediction CW Tan, P Reichl, G Webb, F Petitjean 2017 International Heavy Haul Association Conference (IHHA2017), 2017 | 11 | 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 | 9 | 2021 |
| 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 | 8 | 2022 |
| 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 | 8 | 2021 |
| 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 | 7 | 2023 |
| 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 | 7 | 2023 |
Geoff WebbProfessor, Department of Data Science and Artificial Intelligence, Monash UniversityVerified email at monash.edu
