MNC-Net: Multi-task graph structure learning based on node clustering for early Parkinson's disease diagnosis.
Liqin HuangXiaofang YeMingjing YangLin PanShaohua ZhengPublished in: Comput. Biol. Medicine (2023)
Keyphrases
- structure learning
- multi task
- disease diagnosis
- transfer learning
- graph structure
- graphical models
- multi task learning
- learning tasks
- bayesian networks
- directed graph
- k means
- conditional independence
- parameter estimation
- undirected graph
- unsupervised learning
- feature selection
- machine learning
- markov networks
- multi class
- directed acyclic graph
- active learning
- data points
- probabilistic model
- approximate inference
- labeled data
- random walk
- model selection
- network structure
- belief propagation
- random variables
- knowledge discovery
- learning problems
- data sets
- reinforcement learning
- learning algorithm