Learning Models over Relational Data: A Brief Tutorial.
Maximilian SchleichDan OlteanuMahmoud Abo KhamisHung Q. NgoXuanLong NguyenPublished in: SUM (2019)
Keyphrases
- relational data
- learning models
- relational databases
- machine learning
- structured data
- loss function
- relational learning
- learning tasks
- learning algorithm
- learning problems
- semi supervised learning
- machine learning algorithms
- xml data
- conditional random fields
- data objects
- classification models
- xml documents
- databases
- database
- maximum likelihood
- supervised learning
- information extraction
- probabilistic model
- multimedia