NodeGroup: A Knowledge-driven Data Management Abstraction for Industrial Machine Learning.
Vijay S. KumarPaul CuddihyKareem S. AggourPublished in: DEEM@SIGMOD (2019)
Keyphrases
- knowledge driven
- data management
- machine learning
- biomedical data
- query relaxation
- database management systems
- microarray
- machine learning methods
- industrial applications
- machine learning algorithms
- learning algorithm
- database systems
- high level
- data integration
- pattern recognition
- data warehousing
- database
- supervised learning
- data warehouse
- statistical methods
- scientific data
- text mining
- artificial intelligence
- semi supervised learning
- reinforcement learning
- data mining
- visual tracking
- object oriented
- knowledge discovery
- probability distribution
- active learning
- relational databases
- feature space
- decision trees
- metadata
- databases