Consistency-Based Semi-supervised Evidential Active Learning for Diagnostic Radiograph Classification.
Shafa BalaramCuong Manh NguyenAshraf KassimPavitra KrishnaswamyPublished in: MICCAI (1) (2022)
Keyphrases
- semi supervised
- active learning
- supervised learning
- labeled data
- semi supervised classification
- co training
- unsupervised learning
- unlabeled data
- semi supervised learning
- semi supervised learning algorithms
- labeled and unlabeled data
- unlabeled samples
- class labels
- selective sampling
- text classification
- machine learning
- support vector machine
- training set
- pool based active learning
- classification accuracy
- transductive learning
- pattern recognition
- classification algorithm
- image classification
- expert systems
- fully supervised
- decision trees
- unsupervised clustering
- label information
- incremental learning
- feature vectors
- multi view
- class imbalance
- random sampling
- feature space
- training examples
- feature extraction
- batch mode
- pairwise
- disease diagnosis
- data sets
- labeled instances
- x ray