There and back again: Outlier detection between statistical reasoning and data mining algorithms.
Arthur ZimekPeter FilzmoserPublished in: WIREs Data Mining Knowl. Discov. (2018)
Keyphrases
- outlier detection
- data mining algorithms
- knowledge discovery
- data mining
- data mining techniques
- data mining methods
- high dimensional datasets
- data mining tasks
- data mining framework
- density ratio estimation
- detecting outliers
- fraud detection
- data mining applications
- data streams
- density estimation
- data mining tools
- detection algorithm
- preprocessing
- data analysis
- databases
- detect outliers
- credit card fraud detection
- machine learning
- distance based outlier detection
- itemsets
- distance function
- data mining models
- association rules
- information retrieval
- data sets
- high dimensional
- feature space
- decision trees
- neural network