On the use of ensemble of classifiers for accelerometer-based activity recognition.
Cagatay CatalSelin TufekciElif PirmitGuner KocabagPublished in: Appl. Soft Comput. (2015)
Keyphrases
- activity recognition
- ensemble learning
- ensemble classifier
- classifier ensemble
- multiple classifiers
- training data
- training set
- ensemble pruning
- human activity recognition
- majority voting
- visual surveillance
- ensemble methods
- action recognition
- human activities
- daily activities
- feature selection
- daily life
- decision trees
- weak classifiers
- sensory data
- neural network
- base classifiers
- human computer interaction
- smart environments
- smart home
- activities of daily living
- transfer learning
- machine learning algorithms
- activity analysis
- accelerometer data
- human actions
- image sequences
- learning algorithm
- data sets