A method for detecting outliers in functional data.
Fengmin YuLiming LiuLiying JinNanxiang YuHua ShangPublished in: IECON (2017)
Keyphrases
- synthetic data
- data sets
- input data
- prior knowledge
- noisy data
- detection method
- database
- training data
- pairwise
- statistical methods
- prior information
- data processing
- test data
- raw data
- data sources
- support vector machine
- computational cost
- cost function
- original data
- dynamic programming
- preprocessing
- high accuracy
- data analysis
- user input
- databases
- training samples
- correlation analysis
- high precision
- data distribution
- spectral clustering
- em algorithm
- data collection
- data mining techniques
- image data
- knowledge discovery
- data points
- probability distribution
- classification accuracy
- probabilistic model
- high quality
- similarity measure
- decision trees
- feature selection