Sequential data feature selection for human motion recognition via Markov blanket.
Hongjun ZhouMingyu YouLei LiuChao ZhuangPublished in: Pattern Recognit. Lett. (2017)
Keyphrases
- markov blanket
- sequential data
- feature selection
- hidden markov models
- bayesian networks
- structure learning
- variable selection
- causal discovery
- fixed length
- sequential patterns
- sequential pattern mining
- conditional independence
- approximate inference
- sequence data
- bayesian network classifiers
- probabilistic graphical models
- pattern mining
- machine learning
- pattern discovery
- spatio temporal
- graphical models
- support vector
- causal graph
- probabilistic inference
- parameter estimation
- text categorization
- causal models
- text classification
- classification accuracy
- continuous variables
- probabilistic model
- feature space
- data sets
- belief propagation
- social networks
- model selection
- conditional random fields