Exploiting Machine Learning and LSTM for Human Activity Recognition: Using Physiological and Biological Sensor Data from Actigraph.
Matthew OyeleyeTianhua ChenPan SuGrigoris AntoniouPublished in: ICIT (2024)
Keyphrases
- sensor data
- human activities
- machine learning
- human activity recognition
- sensor networks
- sensor readings
- smart environments
- ubiquitous computing
- data streams
- sensor measurements
- health monitoring
- learning algorithm
- raw sensor data
- decision trees
- earth observation
- smart home
- recurrent neural networks
- feature selection
- human actions
- machine learning algorithms
- human computer interaction
- natural language processing
- information extraction
- active learning
- expert systems
- data sets
- activity recognition
- human interactions
- data analysis
- computer vision