Spatio-Temporal Neural Structural Causal Models for Bike Flow Prediction.
Pan DengYu ZhaoJunting LiuXiaofeng JiaMulan WangPublished in: AAAI (2023)
Keyphrases
- causal models
- structural model
- spatio temporal
- causal discovery
- prediction accuracy
- causal inference
- structural equation models
- causal relationships
- prediction model
- directed acyclic graph
- causal structure
- causal relations
- conditional independence
- network architecture
- causal reasoning
- spatial and temporal
- tractable cases
- liquid state machine
- image sequences
- causal graph
- space time
- moving objects
- flow field
- dependency graphs
- experimentally determined