A Probabilistic Programming Approach for Outlier Detection in Healthcare Claims.
Richard A. BauderTaghi M. KhoshgoftaarPublished in: ICMLA (2016)
Keyphrases
- outlier detection
- health insurance
- fraud detection
- knowledge discovery
- probabilistic model
- data streams
- density ratio estimation
- density estimation
- detecting outliers
- detection algorithm
- data mining
- credit card fraud detection
- uncertain data
- generative model
- health care
- high dimensional datasets
- change point detection
- bayesian networks
- outlier mining
- distance based outlier detection
- data sets
- association rules
- spatial outliers
- three dimensional