Spectroscopy Approaches for Food Safety Applications: Improving Data Efficiency Using Active Learning and Semi-supervised Learning.
Huanle ZhangNicharee WisuthiphaetHemiao CuiNitin NitinXin LiuQing ZhaoPublished in: Frontiers Artif. Intell. (2022)
Keyphrases
- semi supervised learning
- active learning
- labeled data
- unlabeled data
- semi supervised
- learning models
- training data
- supervised learning
- data analysis
- data sets
- original data
- prior knowledge
- unsupervised learning
- machine learning
- high dimensional data
- data points
- feature extraction
- semi supervised classification
- domain adaptation
- labeled examples
- label propagation
- co training
- manifold regularization
- training samples
- text classification
- knowledge discovery
- object recognition
- image segmentation
- decision trees