A learning algorithm for top-down XML transformations.
Aurélien LemaySebastian ManethJoachim NiehrenPublished in: PODS (2010)
Keyphrases
- learning algorithm
- xml documents
- xml data
- markup language
- databases
- xml queries
- relational databases
- training data
- xml databases
- machine learning
- xml schema
- machine learning algorithms
- high level
- reinforcement learning
- metadata
- training examples
- supervised learning
- back propagation
- active learning
- xml format
- learning rate
- generalization ability
- relational data
- learning scheme
- data model
- data transformation
- document centric
- database
- learning tasks
- data sets
- semi structured
- integrity constraints
- data integration
- object oriented
- rbf network
- learning process
- artificial neural networks
- training set
- xpath queries
- semi structured data
- data mining
- update operations
- neural network