Domain Knowledge Adapted Semi-supervised Learning with Mean-Teacher Strategy for Circulating Abnormal Cells Identification.
Huajia WangYinglan KuangXianjun FanYanling ZhouXin YeXing LuPublished in: CMMCA@MICCAI (2023)
Keyphrases
- semi supervised learning
- domain knowledge
- semi supervised
- unlabeled data
- labeled data
- training data
- machine learning
- supervised learning
- semi supervised classification
- unsupervised learning
- co training
- semi supervised learning algorithms
- active learning
- labeled examples
- learning problems
- label propagation
- graph based semi supervised learning
- manifold regularization
- background knowledge
- unlabeled samples
- semi supervised learning methods
- domain adaptation
- learning process
- improve the classification accuracy
- transductive support vector machine
- text classification
- graph transduction
- opinion detection
- similarity measure
- regularization framework
- graph construction
- labeled and unlabeled data
- data sets
- machine learning algorithms