Efficient WiFi fingerprint training using semi-supervised learning.
Ye YuanLing PeiChangqing XuQianchen LiuTingyu GuPublished in: UPINLBS (2014)
Keyphrases
- semi supervised learning
- supervised learning
- semi supervised
- wifi
- unlabeled data
- labeled data
- semi supervised classification
- unsupervised learning
- labeled training data
- number of labeled examples
- machine learning
- active learning
- co training
- training data
- training examples
- label propagation
- training set
- graph based semi supervised learning
- mobile devices
- manifold regularization
- end to end
- labeled and unlabeled data
- pairwise
- data sets
- neural network
- artificial intelligence
- transfer learning
- class labels
- wireless networks
- multimedia
- expectation maximization