Advanced Memory Efficient Outlier Detection Approach for Streaming Data using Swarm Optimization.
Ankita KaraleMilena LazarovaPavlina KolevaVladimir PoulkovPublished in: TSP (2021)
Keyphrases
- outlier detection
- memory efficient
- streaming data
- data streams
- swarm optimization
- concept drift
- sliding window
- swarm intelligence
- particle swarm optimization
- data generation
- detecting outliers
- data stream mining
- pso algorithm
- evolving data streams
- change detection
- detect outliers
- particle swarm optimization pso
- detection algorithm
- data distribution
- ant colony optimization
- knowledge discovery
- anomaly detection
- data sets
- itemsets
- stream mining
- data structure
- neural network
- databases