arxivcs.LGcs.AI2026-07-20
MambaLSTM: A Spatio-Temporal Framework for Enhanced Traffic Accident Risk Prediction
Zhen Yu, Yachao Yuan, Zixiang Peng, Muting Li, Thar Baker
In traffic accident risk prediction, most studies overlook the extra noise that could be incorporated when fusing temporal features into spatial features, and some models struggle to capture global correlations among spatial regions. To address these challenges, we propose a nove…