Source Free Semi-Supervised Transfer Learning for Diagnosis of Mental Disorders on fMRI Scans.
Yao HuZhi-An HuangRui LiuXiaoming XueXiaoyan SunLinqi SongKay Chen TanPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2023)
Keyphrases
- transferring knowledge
- transfer learning
- semi supervised
- labeled data
- semi supervised learning
- target domain
- unlabeled data
- domain adaptation
- source domain
- active learning
- labeled examples
- knowledge transfer
- learning tasks
- cross domain
- supervised learning
- text classification
- labeled and unlabeled data
- unsupervised learning
- pairwise
- multi view
- label information
- previously learned
- transfer knowledge
- multi task learning
- machine learning
- patient groups
- multi task
- human brain
- text categorization
- prior knowledge
- class labels
- co training
- manifold alignment
- training examples
- domain specific
- cross domain learning
- multiple sources
- data sets
- learning algorithm
- e learning
- multi view learning
- feature extraction
- functional magnetic resonance imaging
- data points
- machine learning algorithms