Machine Learning for Databases: Foundations, Paradigms, and Open problems.
Gao CongJingyi YangYue ZhaoPublished in: SIGMOD Conference Companion (2024)
Keyphrases
- open problems
- machine learning
- databases
- database theory
- long standing
- database
- artificial intelligence
- knowledge discovery
- learning algorithm
- pattern recognition
- relational databases
- multidatabase transaction management
- machine learning methods
- data mining
- database systems
- decision trees
- learning systems
- learning tasks
- machine learning algorithms
- active learning
- computational intelligence
- text classification
- knowledge acquisition
- supervised learning
- machine learning approaches
- machine learning and data mining
- computer vision
- learning paradigms
- computer science
- data integration
- information extraction
- data sources
- metadata
- feature selection