Are Graph Embeddings the Panacea? - An Empirical Survey from the Data Fitness Perspective.
Qiang SunDu Q. HuynhMark ReynoldsWei LiuPublished in: PAKDD (2) (2024)
Keyphrases
- data collection
- data sets
- graph representation
- data points
- data structure
- input data
- data analysis
- image data
- data processing
- data quality
- synthetic data
- prior knowledge
- query processing
- graph theory
- database
- statistical analysis
- graph data
- databases
- raw data
- data distribution
- structured data
- high dimensional data
- feature selection
- knowledge discovery
- training data
- evolutionary algorithm