Nicolas Saunier
- Investigating secondary pedestrian-vehicle interactions at non-signalized intersections using vision-based trajectory data
2019/06/07 by Ting Fu, Weichao Hu, Luis Miranda-Moreno +1 · 3 citations
Computer Science · Engineering · #Automated Road and Building Extraction #Traffic and Road Safety #Video Surveillance and Tracking Methods
- Discovering Dynamic Patterns from Spatiotemporal Data with Time-Varying Low-Rank Autoregression
2022/11/28 by Xinyu Chen, Chengyuan Zhang, Chen, Xinyu +7 · 3 citations
Social Sciences · #Human Mobility and Location-Based Analysis
- Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization
2022/03/20 by Xinyu Chen, Chen, Xinyu, Chengyuan Zhang +7 · 2 citations
Computer Science · Mathematics · #Time Series Analysis and Forecasting #Statistical and numerical algorithms
- Scalable Dynamic Mixture Model with Full Covariance for Probabilistic Traffic Forecasting
2022/12/10 by Seongjin Choi, Choi, Seongjin, Nicolas Saunier +6 · 2 citations
Decision Sciences · Engineering · Environmental Science · #Air Quality Monitoring and Forecasting #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques