Learning the Structure of Graphical Models Based on Discrete Time Series Data in the Context of Ambient Assisted Living.
Sarah FallmannJohannes KropfPublished in: Simul. Notes Eur. (2015)
Keyphrases
- graphical models
- markov logic networks
- context aware
- graph structure
- structural learning
- undirected graphical models
- conditional random fields
- probabilistic model
- random variables
- approximate inference
- probabilistic inference
- relational dependency networks
- structure learning
- learning algorithm
- belief propagation
- active learning
- markov networks
- context awareness
- structured prediction
- probabilistic graphical models
- supervised learning
- prior knowledge
- bayesian networks