Conjunction of Active and Semi-Supervised Learning for Wireline Logs-Based Automatic Lithology Identification.
Zhong HongJun YaoKunhong LiGuangmin HuPublished in: IEEE Geosci. Remote. Sens. Lett. (2022)
Keyphrases
- semi supervised learning
- semi supervised
- unlabeled data
- labeled data
- unsupervised learning
- machine learning
- learning problems
- supervised learning
- semi supervised classification
- active learning
- training data
- semi supervised learning methods
- label propagation
- co training
- manifold regularization
- semi supervised learning algorithms
- graph based semi supervised learning
- learning models
- semi supervised clustering
- domain adaptation
- transfer learning
- improve the classification accuracy
- computer vision
- metric learning
- regularization framework
- transductive support vector machine
- labeled examples
- data sets
- training examples
- supervised methods
- multi view learning
- maximum likelihood
- clustering algorithm
- learning algorithm