2 papers
cs.LG2023
Causal conditional hidden Markov model for multimodal traffic prediction
Yu Zhao, Pan Deng, Junting Liu +2
Multimodal traffic flow can reflect the health of the transportation system, and its prediction is crucial to urban traffic management. Recent works overemphasize spatio-temporal c…
cs.LG2023
Spatio-temporal neural structural causal models for bike flow prediction
Pan Deng, Yu Zhao, Junting Liu +2
As a representative of public transportation, the fundamental issue of managing bike-sharing systems is bike flow prediction. Recent methods overemphasize the spatio-temporal corre…