Size Generalizability of Graph Neural Networks on Biological Data: Insights and Practices from the Spectral Perspective.
Yujun YanGaotang LiDanai KoutraPublished in: CoRR (2023)
Keyphrases
- biological data
- neural network
- high throughput
- data analysis
- molecular biology
- biological networks
- statistical methods
- data integration
- knowledge discovery
- protein interaction
- systems biology
- huge volume of data
- microarray data
- pattern recognition
- biological sequences
- protein protein interactions
- databases
- graph mining
- real world
- structured data
- data management
- data sources
- case study
- mining graph data
- graph model
- microarray
- maximum likelihood
- data model