Integration of discriminative and generative models for activity recognition in smart homes.
Labiba Gillani FahadMuttukrishnan RajarajanPublished in: Appl. Soft Comput. (2015)
Keyphrases
- smart home
- activity recognition
- generative model
- discriminative models
- discriminative learning
- generative and discriminative models
- probabilistic model
- smart home environment
- discriminative methods
- semi supervised
- discriminatively trained
- semi supervised learning
- human activities
- activities of daily living
- conditional random fields
- action recognition
- daily activities
- smart environments
- ambient assisted living
- naive bayes models
- prior knowledge
- home environment
- older adults
- em algorithm
- machine learning
- bayesian networks
- intelligent agents
- transfer learning
- hidden markov models
- active learning
- object detection
- object categories
- expectation maximization
- multi agent systems
- feature selection
- ambient intelligence
- artificial intelligence