An Adaptive Clustering Approach for Distributed Outlier Detection in Data Streams.
Andrea Della MonacaMassimo CafaroMarco PulimenoItalo EpicocoPublished in: DCAI (2022)
Keyphrases
- outlier detection
- data streams
- detecting outliers
- high dimensional datasets
- sliding window
- parameter free
- data sets
- density estimation
- fraud detection
- detect outliers
- credit card fraud detection
- data mining
- concept drift
- multi dimensional data
- streaming data
- density ratio estimation
- distance based outlier detection
- data distribution
- density based clustering
- data stream mining
- detection algorithm
- k means
- clustering method
- stream mining
- clustering algorithm
- database
- itemsets