ARDA: Automatic Relational Data Augmentation for Machine Learning.
Nadiia ChepurkoRyan MarcusEmanuel ZgraggenRaul Castro FernandezTim KraskaDavid R. KargerPublished in: Proc. VLDB Endow. (2020)
Keyphrases
- relational data
- machine learning
- relational databases
- relational learning
- relational classification
- structured data
- statistical relational learning
- data objects
- machine learning methods
- relational clustering
- multi type
- xml documents
- xml data
- data mining
- machine learning algorithms
- natural language
- collective classification
- benchmark datasets
- learning tasks
- learning problems
- active learning
- multi relational
- relational information
- multimedia
- databases