Causalformer: Causal Discovery-based Transformer for Multivariate Time Series Forecasting.
Chonghao ZhangLinlin ZhaoZhefeng YinZhenguo ZhangPublished in: CISP-BMEI (2023)
Keyphrases
- causal discovery
- causal models
- causal relationships
- discovery process
- causal structure
- bayesian networks
- directed acyclic graph
- markov blanket
- artificial neural networks
- regression model
- fuzzy logic
- conditional independence
- structural equation models
- observational data
- power transformers
- fault diagnosis
- neural network
- influence diagrams
- decision making
- learning algorithm