Federated Markov Logic Network for indoor activity recognition in Internet of Things.
Chang ZhangXiaorui RenTao ZhuFang ZhouHong LiuQinghua LuHuansheng NingPublished in: Knowl. Based Syst. (2022)
Keyphrases
- activity recognition
- markov logic networks
- structure learning
- first order logic
- action recognition
- human activities
- transfer learning
- human activity recognition
- markov networks
- probabilistic reasoning
- probabilistic graphical models
- ubiquitous computing
- graphical models
- mobile devices
- indoor environments
- max margin
- bayesian networks
- accelerometer data
- parameter estimation
- smart home
- belief networks
- conditional independence
- data points
- probabilistic model
- data analysis