| Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version RG Cirstea, C Guo, B Yang, T Kieu, X Dong, S Pan arXiv preprint arXiv:2204.13767, 2022 | 147 | 2022 |
| Towards spatio-temporal aware traffic time series forecasting RG Cirstea, B Yang, C Guo, T Kieu, S Pan 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2900-2913, 2022 | 109 | 2022 |
| Correlated time series forecasting using multi-task deep neural networks RG Cirstea, DV Micu, GM Muresan, C Guo, B Yang Proceedings of the 27th acm international conference on information and …, 2018 | 90 | 2018 |
| EnhanceNet: Plugin neural networks for enhancing correlated time series forecasting RG Cirstea, T Kieu, C Guo, B Yang, SJ Pan 2021 IEEE 37th International Conference on Data Engineering (ICDE), 1739-1750, 2021 | 74 | 2021 |
| Anomaly detection in time series with robust variational quasi-recurrent autoencoders T Kieu, B Yang, C Guo, RG Cirstea, Y Zhao, Y Song, CS Jensen 2022 IEEE 38th International Conference on Data Engineering (ICDE), 1342-1354, 2022 | 70 | 2022 |
| Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting--Full version RG Cirstea, C Guo, B Yang arXiv preprint arXiv:2103.10760, 2021 | 57 | 2021 |
| Correlated time series forecasting using deep neural networks: A summary of results RG Cirstea, DV Micu, GM Muresan, C Guo, B Yang arXiv preprint arXiv:1808.09794, 2018 | 28 | 2018 |
| Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version RG Cirstea, B Yang, C Guo, T Kieu, S Pan arXiv preprint arXiv:2203.15737, 2022 | 11 | 2022 |
| A road segment attribute completion system RG Cirstea, H Gústafsson, RRG Pedersen, RHV Sehested, TI Winkler, ... 2020 21st IEEE International Conference on Mobile Data Management (MDM), 236-237, 2020 | 2 | 2020 |
| MDM 2019 T Cunningham, L Su, Y Liang, T Kieu, RG Cirstea, J Hu, S Steuer, ... | 1 | |
| Comparative Evaluation of Converter Control Impact on Torsional Dynamics of Type-IV Grid-Forming Wind Turbines S Liu, RG Cirstea, H Wu, T Bosma, X Wang IEEE Transactions on Sustainable Energy, 2024 | | 2024 |
| Model Parameter Generation for Correlated Time Series Forecasting RG Cirstea | | 2022 |
| Program Committee ICDE 2022 G Cong, S Idreos, F Li, S Adhikari, A Ahmad, S Ahmad, MA Rastaghi, ... | | |
| MDM 2020 S Ghosh, T Vu, S Singla, A Sevim, H Georgiou, F Gryllakis, P Tampakis, ... | | |
