An effective procedure exploiting unlabeled data to build monitoring system.
Xiukuan ZhaoMin LiJinwu XuGangbing SongPublished in: Expert Syst. Appl. (2011)
Keyphrases
- monitoring system
- unlabeled data
- semi supervised learning
- labeled data
- semi supervised
- co training
- supervised learning
- semi supervised classification
- training data
- active learning
- domain adaptation
- data points
- learning algorithm
- health monitoring
- class labels
- number of labeled examples
- training examples
- transfer learning
- text classification
- text categorization
- training set
- heterogeneous wireless sensor networks
- labeled training data
- labeled and unlabeled data
- labeled data for training
- labeled examples
- prior knowledge
- label propagation
- supervised learning algorithms
- d objects
- small set of labeled
- machine learning
- data mining