Discriminative Learning Approach Based on Flexible Mixture Model for Medical Data Categorization and Recognition.
Fahd S. AlharithiAhmed H. AlmulihiSami BourouisRoobaea AlroobaeaNizar BouguilaPublished in: Sensors (2021)
Keyphrases
- mixture model
- medical data
- discriminative learning
- generative model
- probabilistic model
- mixture components
- medical images
- em algorithm
- gaussian mixture model
- object recognition
- unsupervised learning
- prior knowledge
- highly efficient
- expectation maximization
- data mining
- feature extraction
- semi supervised
- pattern recognition
- language model
- text categorization
- object categories
- bayesian networks
- learning algorithm
- conditional random fields
- model selection
- maximum likelihood
- machine learning
- weakly supervised
- maximum margin
- decision trees
- image matching
- active learning