Explainable Distance-Based Outlier Detection in Data Streams.
Theodoros ToliopoulosAnastasios GounarisPublished in: IEEE Access (2022)
Keyphrases
- distance based outlier detection
- data streams
- outlier detection
- sliding window
- categorical data
- change detection
- streaming data
- concept drift
- sensor networks
- data distribution
- data stream mining
- stream data
- continuous data streams
- evolving data streams
- mining data streams
- distributed data streams
- data stream classification
- anytime classification
- data mining
- stream mining
- data sets
- sensor data
- continuous queries
- frequent itemsets
- detection algorithm
- itemsets
- knowledge discovery
- dynamic programming
- association rules
- learning algorithm