Transfer Learning in Body Sensor Networks Using Ensembles of Randomized Trees.
Pierluigi CasaleMarco AltiniOliver AmftPublished in: IEEE Internet Things J. (2015)
Keyphrases
- transfer learning
- randomized trees
- body sensor networks
- random forests
- ensemble methods
- wireless sensor networks
- machine learning algorithms
- function approximation
- learning tasks
- health monitoring
- reinforcement learning
- wireless communication
- decision trees
- labeled data
- active learning
- semi supervised learning
- multiple instance learning
- random forest
- machine learning
- cross domain
- machine learning methods
- prediction accuracy
- multi task
- logistic regression
- text mining
- multi task learning
- regression trees
- activity recognition
- text classification
- learning algorithm
- benchmark datasets
- monitoring system
- sensor data
- sensor networks
- text categorization
- transfer knowledge
- computer vision
- target domain
- neural network
- pairwise
- artificial neural networks
- knowledge discovery
- multi class
- semi supervised