Inserting background knowledge in perceptrons through modification of the learning algorithm.
Jürgen BodeXun LiangXiping ZhangShouju RenPublished in: ICNN (1995)
Keyphrases
- background knowledge
- learning algorithm
- inductive logic programming
- learning tasks
- domain knowledge
- labeled data
- logic programs
- prior knowledge
- training data
- active learning
- machine learning
- supervised learning
- machine learning algorithms
- representation language
- unlabeled data
- training examples
- relational learning
- reinforcement learning
- positive examples
- additional knowledge
- learning scheme
- ontology learning
- learning process
- semantic information
- back propagation
- logic programming
- domain theory
- knowledge base
- databases
- database