Human activity detection based on multiple smart phone sensors and machine learning algorithms.
Xizhe YinWeiming ShenJagath SamarabanduXianbin WangPublished in: CSCWD (2015)
Keyphrases
- machine learning algorithms
- human activities
- sensor data
- smart phones
- benchmark data sets
- learning algorithm
- machine learning
- machine learning methods
- decision trees
- activity recognition
- learning problems
- human activity recognition
- random forests
- mobile phone
- sensor networks
- mobile devices
- machine learning models
- machine learning approaches
- predictive accuracy
- human computer interaction
- learning tasks
- mobile platform
- learning models
- machine learning systems
- transfer learning
- activity analysis
- statistical machine learning
- standard machine learning algorithms
- smart home
- spatio temporal
- human actions
- video data