Cirstea, Razvan-Gabriel
- Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version
2022/03/29 by Razvan-Gabriel Cirstea, Bin Yang, Cirstea, Razvan-Gabriel +7 · 9 citations
Engineering · Computer Science · Social Sciences · #Traffic Prediction and Management Techniques #Time Series Analysis and Forecasting #Human Mobility and Location-Based Analysis
- Graph Attention Recurrent Neural Networks for Correlated Time Series Forecasting -- Full version
2021/03/19 by Razvan-Gabriel Cirstea, Cirstea, Razvan-Gabriel, Chenjuan Guo +3 · 3 citations
Computer Science · Engineering · #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting #Traffic Prediction and Management Techniques
- Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version
2022/04/28 by Cirstea, Razvan-Gabriel, Guo, Chenjuan, Yang, Bin +3 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)