However, current research neglects the relationships between the local and global traffic flow data. Additionally, the predefined static graph structure fails to adequately capture the dynamic spatial ...

Graph learning has proved to be potential tools for modeling complex spatiotemporal relationships in addressing traffic flow prediction problems. Existing methods usually relied on the graph structure ...

data: including PEMSD4 and PEMSD8 dataset used in our experiments, which are released by and available at ASTGCN. lib: contains self-defined modules for our work, such as data loading, data ...

We propose a novel unified spatial–temporal regression framework named Generalized Spatial–Temporal Regression Graph Convolutional Transformer (GSTRGCT ... We experiment on 2 benchmarks for traffic ...

Tigera, the creator of Project Calico, a widely adopted container networking and security solution, is adding new functionality to Calico Open Source with the release of Calico OSS 3.30-enhancing the ...

The free flow of traffic becomes unstable as the density of cars increases on a highway. At 15 vehicles per mile per lane, one driver tapping their brakes can trigger a persistent wave of congestion.

MARILAO, Bulacan — Motorists can now expect smoother traffic flow on the North Luzon Expressway (NLEX) as all four northbound lanes in Marilao reopened at 1 a.m. on Wednesday (March 26 ...

The new traffic system at the intersection of UN Ave. and M.C. Briones St., in front of Pacific Mall, took effect on Sunday, March 24, 2025, and introduced significant changes to improve vehicle flow.

This page contains the latest information on traffic and travel in Nottingham and Nottinghamshire including the latest from the M1, A52 and A453. Keep up to date with the latest news from our ...

Traffic alerts, road conditions and commuting news for the Denver metro area and the Front Range of Colorado.