The optimization of sensor arrangement and feature selection in activity recognition.
Ryo UrushibataTaketoshi MoriMasamichi ShimosakaHiroshi NoguchiTomomasa SatoPublished in: INSS (2010)
Keyphrases
- activity recognition
- feature selection
- sensory data
- wearable sensors
- human activity recognition
- human activities
- visual surveillance
- action recognition
- daily life
- accelerometer data
- smart home
- sensor data
- daily activities
- machine learning
- transfer learning
- feature extraction
- body motions
- text categorization
- activities of daily living
- real time
- unsupervised learning
- model selection
- text classification
- feature space
- data sets
- machine learning algorithms
- high dimensional