Probabilistic dynamic causal model for temporal data.
Xiabing ZhouWenhao HuangNi ZhangWeisong HuSizhen DuGuojie SongKunqing XiePublished in: IJCNN (2015)
Keyphrases
- temporal data
- causal models
- temporal databases
- temporal information
- temporal relationships
- spatial data
- physical systems
- bayes nets
- causal discovery
- probabilistic model
- causal relationships
- causal relations
- conditional independence
- temporal queries
- temporal patterns
- data streams
- structural equation models
- bayesian networks
- multivariate time series
- multi dimensional
- low level
- mobile devices
- temporal data mining