Bayesian Networks Structure Learning for Activity Prediction in Smart Homes.
Ehsan NazerfardDiane J. CookPublished in: Intelligent Environments (2012)
Keyphrases
- structure learning
- bayesian networks
- smart home
- activities of daily living
- human activities
- learning bayesian networks
- graphical models
- parameter learning
- conditional independence
- activity recognition
- bayesian network classifiers
- structure and parameter learning
- ambient intelligence
- transfer learning
- markov logic networks
- parameter estimation
- posterior probability
- markov blanket
- random variables
- context aware
- probabilistic model
- markov networks
- bayesian network structures
- probability distribution
- structure learning algorithm
- machine learning
- data sets
- probabilistic reasoning
- intelligent systems
- management system
- conditional probabilities
- network structure
- sample size
- mobile devices
- belief propagation
- high dimensional
- human computer interaction
- action recognition
- intelligent agents