Experimenting with Supervised Drift Detectors in Semi-supervised Learning.
José Luis Martínez PérezRoberto Souto Maior de BarrosSilas Garrido Teixeira de Carvalho SantosPublished in: SSCI (2023)
Keyphrases
- semi supervised learning
- semi supervised
- supervised learning
- unsupervised learning
- semi supervised classification
- unlabeled data
- labeled data
- unlabeled training data
- labeled and unlabeled data
- multiple instance
- supervised classifiers
- abundant unlabeled data
- machine learning
- active learning
- learning problems
- multiple instance learning
- learning models
- object detection
- text categorization
- manifold regularization
- co training
- labeled examples
- semi supervised learning methods
- semi supervised learning algorithms
- graph based semi supervised learning
- supervised classification
- domain adaptation
- training data
- label propagation
- pairwise
- transfer learning
- graph construction
- labeled training data
- data points
- label information
- reinforcement learning
- weakly supervised
- expectation maximization
- training examples
- computer vision
- learning algorithm