Thresholds based outlier detection approach for mining class outliers: An empirical case study on software measurement datasets.
Oral AlanCagatay CatalPublished in: Expert Syst. Appl. (2011)
Keyphrases
- outlier detection
- high dimensional datasets
- outlier mining
- distance based outlier detection
- case study
- knowledge discovery
- data cleaning
- detecting outliers
- data mining
- detect outliers
- transaction data
- detection algorithm
- fraud detection
- credit card fraud
- data streams
- density estimation
- density ratio estimation
- itemsets
- credit card fraud detection
- text mining
- data structure
- real world
- spatial outliers
- training data
- change point detection
- association rule mining