Chemical toxicity prediction based on semi-supervised learning and graph convolutional neural network.
Jiarui ChenYain-Whar SiChon-Wai UnShirley W. I. SiuPublished in: J. Cheminformatics (2021)
Keyphrases
- semi supervised learning
- convolutional neural network
- graph based semi supervised learning
- chemical compounds
- label propagation
- graph construction
- semi supervised classification
- semi supervised
- unlabeled data
- labeled data
- graph kernels
- supervised learning
- unsupervised learning
- machine learning
- graph laplacian
- face detection
- active learning
- manifold regularization
- co training
- drug discovery
- graph data
- training data
- graph structure
- learning models
- semi supervised learning algorithms
- weighted graph
- neural network
- object recognition
- learning algorithm
- information retrieval
- opinion detection