Learning Predictive Models from Integrated Healthcare Data: Extending Pattern-Based and Generative Models to Capture Temporal and Cross-Attribute Dependencies.
Rui HenriquesCláudia AntunesPublished in: HICSS (2014)
Keyphrases
- learned models
- prior knowledge
- hidden variables
- generative model
- probabilistic model
- data sets
- attribute dependencies
- learning models
- training data
- learning algorithm
- discriminative learning
- supervised learning
- bayesian framework
- multi class
- data points
- bayesian methods
- parameter learning
- probability distribution
- semi supervised
- graphical models
- labeled data
- machine learning algorithms
- learning tasks
- information extraction
- active learning
- bayesian networks