Fusing transformer model with temporal features for ECG heartbeat classification G Yan, S Liang, Y Zhang, F Liu 2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2019 | 97 | 2019 |
A sequential graph convolutional network with frequency-domain complex network of EEG signals for epilepsy detection J Wang, S Liang, D He, Y Wang, Y Wu, Y Zhang 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 24 | 2020 |
A two-level attention-based sequence-to-sequence model for accurate inter-patient arrhythmia detection K Jiang, S Liang, L Meng, Y Zhang, P Wang, W Wang 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 20 | 2020 |
Exploiting feature fusion and long-term context dependencies for simultaneous ECG heartbeat segmentation and classification X Qiu, S Liang, L Meng, Y Zhang, F Liu International Journal of Data Science and Analytics 11, 181-193, 2021 | 18 | 2021 |
A weighted overlook graph representation of eeg data for absence epilepsy detection J Wang, S Liang, Y Wang, Y Zhang, D He, J Ma, C Ruan, Y Wu, X Hong, ... 2020 IEEE International Conference on Data Mining (ICDM), 581-590, 2020 | 14 | 2020 |
Media characteristics and social networks-enabled knowledge integration in cooperative work DC Hong, S Liang Procedia computer science 60, 246-255, 2015 | 12 | 2015 |
Simultaneous ECG heartbeat segmentation and classification with feature fusion and long term context dependencies X Qiu, S Liang, Y Zhang Advances in Knowledge Discovery and Data Mining: 24th Pacific-Asia …, 2020 | 11 | 2020 |
Active model selection for positive unlabeled time series classification S Liang, Y Zhang, J Ma 2020 IEEE 36th International Conference on Data Engineering (ICDE), 361-372, 2020 | 10 | 2020 |
Ml-parser: an efficient and accurate online log parser YQ Zhu, JY Deng, JC Pu, P Wang, S Liang, W Wang Journal of Computer Science and Technology 37 (6), 1412-1426, 2022 | 6 | 2022 |
Heterogeneous Feature Based Time Series Classification With Attention Mechanism H Zhang, P Wang, S Liang, T Zhou, W Wang IEEE Access 11, 19373-19384, 2022 | 5 | 2022 |
Grab: finding time series natural structures via a novel graph-based scheme Y Lu, P Wang, B Tang, S Liang, C Wang, W Wang, J Wang 2021 IEEE 37th International Conference on Data Engineering (ICDE), 2267-2272, 2021 | 4 | 2021 |
EEG Signal Epilepsy Detection with a Weighted Neighbour Graph Representation and Two-stream Graph-based Framework J Wang, S Liang, J Zhang, Y Wu, L Zhang, R Gao, D He, CJR Shi IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2023 | 3 | 2023 |
Enhancing linear time complexity time series classification with hybrid bag-of-patterns S Liang, Y Zhang, J Ma International Conference on Database Systems for Advanced Applications, 717-735, 2020 | 3 | 2020 |
PU-shapelets: Towards pattern-based positive unlabeled classification of time series S Liang, Y Zhang, J Ma International Conference on Database Systems for Advanced Applications, 87-103, 2019 | 2 | 2019 |
FARMYARD: A Generic GPU-based Pipeline for Feature Discovery from Massive Planetary LiDAR Data S Liang, A Lucas, S Porder, G Sainton, A Fournier, T Palpanas Authorea Preprints, 2023 | | 2023 |
Towards a Generic Framework for Mechanism-guided Deep Learning for Manufacturing Applications H Zhang, J Li, S Liang, P Wang, T Palpanas, C Wang, W Wang, H Zhou, ... Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023 | | 2023 |
Towards a Generic GPU-based Framework for Multi-scale Feature Extraction from Massive Planetary LiDAR Data S Liang, A Lucas, S Porder, G Sainton, A Fournier, T Palpanas | | |
A Sequential Graph Convolutional Network with Frequency-domain Graph Representation of EEG Signals for Epilepsy Detection J Wang, S Liang, D He, Y Wang, Y Zhang | | |