STREAMS: Towards Spatio-Temporal Causal Discovery with Reinforcement Learning for Streamflow Rate Prediction.
Paras ShethAhmadreza MosallanezhadKaize DingReepal ShahJohn SaboHuan LiuK. Selçuk CandanPublished in: CIKM (2023)
Keyphrases
- causal discovery
- spatio temporal
- reinforcement learning
- causal models
- causal relationships
- discovery process
- directed acyclic graph
- bayesian networks
- causal structure
- function approximation
- image sequences
- observational data
- markov blanket
- spatial and temporal relationships
- database
- causal relations
- conditional independence
- data streams
- feature selection