Learning Markov logic networks with limited number of labeled training examples.
Tak-Lam WongPublished in: Int. J. Knowl. Based Intell. Eng. Syst. (2014)
Keyphrases
- training examples
- learning algorithm
- markov logic networks
- supervised learning
- active learning
- positive examples
- training data
- learning process
- learning tasks
- small number
- training set
- machine learning
- set of training examples
- markov networks
- object categories
- learning problems
- structured prediction
- first order logic
- classification algorithm
- background knowledge
- labeled data
- graph cuts
- image classification
- markov random field
- learning environment
- reinforcement learning
- face recognition