DataFunSummit
Dec 18, 2021 · Artificial Intelligence
Adaptive Mutual Supervision Multi‑Task Graph Neural Network for Fine‑Grained Urban Traffic Demand Prediction
This work introduces a novel adaptive mutual‑supervision multi‑task graph neural network that captures spatio‑temporal dynamics and group‑specific travel patterns, achieving over 10% improvement in short‑term traffic demand forecasts across heterogeneous urban populations.
Big Dataadaptive supervisiongraph neural network
0 likes · 22 min read