Synergies Between Graph Data Management and Machine Learning in Graph Data Pipeline.
Arijit KhanPublished in: ICDE (2024)
Keyphrases
- graph data
- data management
- machine learning
- graph mining
- graph databases
- structured data
- relational data
- pattern mining
- graph classification
- frequent subgraph mining
- frequent subgraphs
- graph structures
- graph isomorphism
- database management systems
- databases
- huge number
- data integration
- attributed graphs
- database systems
- query graph
- regular expressions
- labeled graphs
- query processing
- database
- graph kernels
- supervised learning
- scientific data
- information extraction
- data warehouse
- text mining
- data mining
- graph structure
- graph search
- pattern discovery
- knowledge discovery
- subgraph isomorphism
- query evaluation
- application domains
- small number