Outlier Detection using Generative Models with Theoretical Performance Guarantees.
Jirong YiAnh Duc LeTianming WangXiaodong WuWeiyu XuPublished in: CoRR (2018)
Keyphrases
- outlier detection
- generative model
- probabilistic model
- mixture model
- detection algorithm
- detecting outliers
- knowledge discovery
- data streams
- discriminative learning
- density estimation
- discriminative models
- em algorithm
- hierarchical hidden markov models
- data mining
- detect outliers
- prior knowledge
- least squares
- spatial outliers
- decision trees
- computer vision
- semi supervised
- moving objects
- pairwise
- object recognition
- bayesian networks