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Razvan Gabriel Cirstea
Razvan Gabriel Cirstea
SentinelOne
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Title
Cited by
Cited by
Year
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
842018
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
732022
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
532022
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
462021
Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting--Full version
RG Cirstea, C Guo, B Yang
arXiv preprint arXiv:2103.10760, 2021
392021
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
322022
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
252018
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
62022
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
22020
MDM 2019
T Cunningham, L Su, Y Liang, T Kieu, RG Cirstea, J Hu, S Steuer, ...
1
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, ...
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