Blue Elephants Inspecting Pandas: Inspection and Execution of Machine Learning Pipelines in SQL.
Maximilian E. SchüleLuca ScalerandiAlfons KemperThomas NeumannPublished in: EDBT (2023)
Keyphrases
- machine learning
- relational databases
- pattern recognition
- query language
- sql queries
- cd rom
- big data
- text classification
- artificial intelligence
- natural language processing
- machine learning algorithms
- database design
- machine learning approaches
- data analysis
- data types
- machine learning methods
- database language
- data mining
- database management
- database technology
- relational model
- learning algorithm
- database
- explanation based learning
- relational database management systems
- sql database
- computational intelligence
- knowledge representation
- active learning
- data model
- feature selection
- computer vision
- databases
- inductive logic programming
- statistical methods
- back end
- data structure
- database programming
- execution plan
- database processing
- user defined functions