A Nonparametric Outlier Detection for Effectively Discovering Top-N Outliers from Engineering Data.
Hongqin FanOsmar R. ZaïaneAndrew FossJunfeng WuPublished in: PAKDD (2006)
Keyphrases
- outlier detection
- detect outliers
- detecting outliers
- knowledge discovery
- data sets
- high dimensional datasets
- data cleaning
- detection algorithm
- data points
- data analysis
- database
- spatial data
- data streams
- density estimation
- data structure
- data sources
- text classification
- social network analysis
- data quality
- training data
- data mining
- real world
- credit card fraud detection
- outlier mining