Incorporating Expert Judgement into Bayesian Network Machine Learning.
Yun ZhouNorman E. FentonMartin NeilCheng ZhuPublished in: IJCAI (2013)
Keyphrases
- machine learning
- bayesian networks
- expert knowledge
- knowledge acquisition
- incomplete data
- machine learning methods
- domain experts
- learning bayesian networks
- pattern recognition
- text mining
- computer vision
- machine learning algorithms
- graphical models
- information extraction
- knowledge discovery
- support vector machine
- learning algorithm
- text classification
- decision trees
- human experts
- knowledge engineering
- conditional independence
- conditional probabilities
- uncertain knowledge
- inductive learning
- learning problems
- data mining
- parameter learning
- knowledge representation
- active learning
- causal relationships
- inference in bayesian networks
- bayesian network structure
- structural learning
- inductive logic programming
- random variables
- naive bayes
- probability distribution
- probabilistic model
- computer science
- reinforcement learning
- artificial intelligence