Razvan-Gabriel Cirstea

Towards Spatio- Temporal Aware Traffic Time Series Forecasting

Razvan-Gabriel Cirstea, Bin Yang, Chenjuan Guo et al. · 2022 IEEE 38th International Conference on Data Engineering (ICDE) · 2022 · 123 citations

Computing, Computer Science, Forecasting +16

Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting

Razvan-Gabriel Cirstea, Chenjuan Guo, Bin Yang et al. · Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence · 2022 · 103 citations · Full text

Computing, Data Science, Forecasting +16

Correlated Time Series Forecasting using Multi-Task Deep Neural Networks

Razvan-Gabriel Cirstea, Darius-Valer Micu, Gabriel-Marcel Muresan et al. · 2018 · 95 citations

Computing, Computer Science, Data Science +17

EnhanceNet: Plugin Neural Networks for Enhancing Correlated Time Series Forecasting

Razvan-Gabriel Cirstea, Tung Kieu, Chenjuan Guo et al. · 2021 · 82 citations

Computing, Data Science, Forecasting +16

Anomaly Detection in Time Series with Robust Variational Quasi-Recurrent Autoencoders

Tung Kieu, Bin Yang, Chenjuan Guo et al. · 2022 IEEE 38th International Conference on Data Engineering (ICDE) · 2022 · 54 citations

Computing, Computer Science, Data Science +15