Using Markov Logic Network for On-Line Activity Recognition from Non-visual Home Automation Sensors.
Pedro ChahuaraAnthony FleuryFrançois PortetMichel VacherPublished in: AmI (2012)
Keyphrases
- home automation
- activity recognition
- smart home
- markov logic networks
- human activities
- home environment
- intelligent environments
- smart environments
- daily activities
- daily life
- action recognition
- visual information
- ambient assisted living
- human actions
- structure learning
- sensory data
- embedded devices
- home environments
- wearable sensors
- management system
- first order logic
- graphical models
- pairwise
- learning algorithm
- probabilistic inference
- ambient intelligence
- human computer interaction
- visual features
- pervasive computing
- probabilistic model
- prior knowledge
- feature selection
- artificial intelligence