A novel machine learning model based on sparse structure learning with adaptive graph regularization for predicting drug side effects.
Xujun LiangJun LiYing FuLingzhi QuYuying TanPengfei ZhangPublished in: J. Biomed. Informatics (2022)
Keyphrases
- structure learning
- machine learning
- transfer learning
- graphical models
- bayesian networks
- conditional independence
- parameter learning
- parameter estimation
- markov logic networks
- high dimensional
- graph structure
- machine learning algorithms
- graph theoretic
- natural language processing
- active learning
- structural learning
- directed acyclic graph
- directed graph
- random walk
- probabilistic model
- k nearest neighbor
- markov networks
- knowledge discovery
- learning algorithm
- network structure
- text classification
- text mining
- information extraction
- causal models
- support vector machine
- knowledge representation
- decision trees