A Mixture Model and EM-Based Algorithm for Class Discovery, Robust Classification, and Outlier Rejection in Mixed Labeled/Unlabeled Data Sets.
David J. MillerJohn BrowningPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2003)
Keyphrases
- expectation maximization
- mixture model
- em algorithm
- probabilistic model
- data sets
- k means
- outlier rejection
- detection algorithm
- generative model
- unsupervised learning
- learning algorithm
- maximum likelihood
- matching algorithm
- training data
- detection method
- feature vectors
- training set
- similarity measure
- image segmentation
- recognition algorithm
- robust classification