A Novel Multi-Stage Training Approach for Human Activity Recognition from Multimodal Wearable Sensor Data Using Deep Neural Network.
Tanvir MahmudA. Q. M. Sazzad SayyedShaikh Anowarul FattahSun-Yuan KungPublished in: CoRR (2021)
Keyphrases
- multistage
- sensor data
- human activity recognition
- human activities
- activity recognition
- sensor networks
- neural network
- wearable sensors
- ubiquitous computing
- single stage
- lifelog
- smart environments
- human computer interaction
- health monitoring
- visual surveillance
- data streams
- training set
- sensor measurements
- lot sizing
- dynamic programming
- sensor readings
- daily life
- wireless sensor networks
- raw sensor data
- multiple sensors
- smart home
- low cost sensors
- data sets
- expert systems
- fault diagnosis
- optimal policy
- supervised learning
- transfer learning
- video data
- decision support system