Combining Smartphone and Smartwatch Sensor Data in Activity Recognition Approaches: an Experimental Evaluation.
Felipe Barbosa Araújo RamosAnne LorayneAntonio Alexandre Moura CostaReudismam Rolim de SousaHyggo O. AlmeidaAngelo PerkusichPublished in: SEKE (2016)
Keyphrases
- activity recognition
- sensor data
- human activities
- experimental evaluation
- sensory data
- smart environments
- human activity recognition
- daily life
- wearable sensors
- sensor networks
- data streams
- action recognition
- smart home
- sensor measurements
- health monitoring
- activities of daily living
- sensor readings
- monitoring system
- accelerometer data
- mobile devices
- activity analysis
- training data
- low cost sensors
- earth observation
- multiple sensors
- ubiquitous computing
- transfer learning
- decision support system
- prior knowledge