Hybridizing Personal and Impersonal Machine Learning Models for Activity Recognition on Mobile Devices.
Tong YuYong ZhuangOle J. MengshoelOsman YaganPublished in: MobiCASE (2016)
Keyphrases
- activity recognition
- machine learning models
- mobile devices
- spam filtering
- human activity recognition
- machine learning algorithms
- human activities
- context aware
- action recognition
- machine learning approaches
- machine learning
- smart home
- predictive model
- accelerometer data
- learning models
- daily activities
- activity analysis
- transfer learning
- sensory data
- activities of daily living
- learning algorithm
- data mining
- learning environment
- information retrieval