Overcoming graph topology imbalance for inductive and scalable semi-supervised learning.
Fadi DornaikaZoulfikar IbrahimAlireza BosaghzadehPublished in: Appl. Soft Comput. (2024)
Keyphrases
- semi supervised learning
- graph construction
- graph based semi supervised learning
- label propagation
- semi supervised classification
- semi supervised
- unlabeled data
- machine learning
- labeled data
- supervised learning
- graph laplacian
- unsupervised learning
- co training
- manifold regularization
- active learning
- training data
- semi supervised learning algorithms
- class distribution
- labeled and unlabeled data
- transfer learning
- semi supervised clustering
- domain adaptation
- inductive logic programming
- data sets
- maximum likelihood
- pattern recognition
- graph structure
- knn
- k nearest neighbor