Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification.
Shafa BalaramCuong Manh NguyenAshraf KassimPavitra KrishnaswamyPublished in: CoRR (2022)
Keyphrases
- semi supervised
- active learning
- supervised learning
- unsupervised learning
- selective sampling
- unlabeled data
- semi supervised classification
- labeled data
- semi supervised learning
- text classification
- labeled and unlabeled data
- classification accuracy
- machine learning
- decision trees
- unlabeled samples
- incremental learning
- semi supervised learning algorithms
- batch mode active learning
- fully supervised
- pattern recognition
- label information
- supervised classification
- co training
- transductive learning
- cost sensitive
- image classification
- class labels
- expert systems
- random sampling
- training set
- pairwise
- annotation effort
- batch mode
- pool based active learning
- computer aided diagnosis systems
- decision boundary
- multi view
- feature vectors
- feature extraction
- three dimensional
- feature selection
- class imbalance
- metric learning
- support vector machine
- active learning framework
- feature space