Half-space mass: a maximally robust and efficient data depth method.
Bo ChenKai Ming TingTakashi WashioGholamreza HaffariPublished in: Mach. Learn. (2015)
Keyphrases
- synthetic data
- test data
- computationally efficient
- database
- data sets
- prior knowledge
- input data
- noisy data
- missing data
- highly efficient
- highly accurate
- high accuracy
- preprocessing
- detection method
- missing values
- objective function
- parameter space
- data collection
- prior information
- statistical methods
- spectral clustering
- training samples
- correlation analysis
- information loss
- dimensional data
- high dimensional spaces
- data structure
- search space
- model selection
- data mining techniques
- image data
- knowledge discovery
- probability distribution
- probabilistic model
- data sources
- significant improvement