2 papers
cs.LG2025
Channel-Independent Federated Traffic Prediction
Mo Zhang, Xiaoyu Li, Bin Xu +2
In recent years, traffic prediction has achieved remarkable success and has become an integral component of intelligent transportation systems. However, traffic data is typically d…
math.OC2025
Traffic Flow Data Completion and Anomaly Diagnosis via Sparse and Low-Rank Tensor Optimization
Junxi Man, Yumin Lin, Xiaoyu Li
Spatiotemporal traffic time series, such as traffic speed data, collected from sensing systems are often incomplete, with considerable corruption and large amounts of missing value…