DB4ML - An In-Memory Database Kernel with Machine Learning Support.
Matthias JasnyTobias ZieglerTim KraskaUwe RöhmCarsten BinnigPublished in: SIGMOD Conference (2020)
Keyphrases
- database
- machine learning
- relational database management systems
- databases
- machine learning algorithms
- kernel methods
- ibm db
- maximum likelihood
- decision trees
- database systems
- query language
- database management systems
- kernel function
- data management
- text mining
- natural language processing
- information extraction
- relational databases
- computer science
- pattern recognition
- reinforcement learning
- feature selection
- db universal database
- data mining
- machine learning methods
- storage media
- itemsets
- model selection
- knowledge representation
- support vector
- metadata
- computer vision
- learning algorithm
- neural network