A comparison of outlier detection algorithms for ITS data.
Shuyan ChenWei WangHenk J. van ZuylenPublished in: Expert Syst. Appl. (2010)
Keyphrases
- outlier detection
- data sets
- knowledge discovery
- detecting outliers
- data structure
- database
- least squares
- high dimensional datasets
- data cleaning
- data mining techniques
- high dimensional
- data points
- data analysis
- training data
- detection algorithm
- data mining
- detect outliers
- feature space
- principal component analysis
- high dimensional data
- feature selection
- test data
- data reduction
- learning algorithm
- machine learning
- credit card fraud detection