MLearn: A Declarative Machine Learning Language for Database Systems.
Maximilian E. SchüleMatthias BungerothAlfons KemperStephan GünnemannThomas NeumannPublished in: DEEM@SIGMOD (2019)
Keyphrases
- database systems
- machine learning
- data manipulation language
- declarative language
- natural language
- query optimization
- knowledge representation
- computational linguistics
- information extraction
- decision trees
- programming language
- natural language processing
- language learning
- machine learning methods
- relational database systems
- knowledge acquisition
- database
- model selection
- database applications
- database design
- learning tasks
- query processing
- pattern recognition
- target language
- learning algorithm
- language processing
- databases
- data sets
- machine learning algorithms
- data model
- high level
- feature selection
- data mining
- declarative programming
- machine learning approaches
- database server
- database technology
- concurrency control
- text classification
- data management
- data analysis
- computer vision