Identifying Autism Spectrum Disorder With Multi-Site fMRI via Low-Rank Domain Adaptation.
Mingliang WangDaoqiang ZhangJiashuang HuangPew-Thian YapDinggang ShenMingxia LiuPublished in: IEEE Trans. Medical Imaging (2020)
Keyphrases
- domain adaptation
- low rank
- multi site
- semi supervised
- source domain
- labeled data
- missing data
- matrix factorization
- semi supervised learning
- linear combination
- high dimensional data
- autism spectrum disorder
- geographically distributed
- convex optimization
- singular value decomposition
- kernel matrix
- cross domain
- active learning
- unlabeled data
- transfer learning
- high order
- pairwise
- target domain
- multiple sources
- data analysis
- unsupervised learning
- document classification
- multi view
- co training
- database
- data points
- machine learning
- databases
- data sets
- prior knowledge
- database systems
- supervised learning
- qualitative analysis
- text mining