Data Augmentation for Deep Graph Learning: A Survey.
Kaize DingZhe XuHanghang TongHuan LiuPublished in: SIGKDD Explor. (2022)
Keyphrases
- data collection
- data structure
- prior knowledge
- data sets
- learning algorithm
- graph representation
- background knowledge
- database
- data analysis
- original data
- raw data
- human experts
- image data
- experimental data
- learning process
- data distribution
- data processing
- input data
- probability distribution
- online learning
- high quality
- random walk
- synthetic data
- learning systems
- neural network
- spatial data
- data mining techniques
- knowledge discovery
- data points
- end users
- data objects
- feature space