MemStream: Memory-Based Anomaly Detection in Multi-Aspect Streams with Concept Drift.
Siddharth BhatiaArjit JainShivin SrivastavaKenji KawaguchiBryan HooiPublished in: CoRR (2021)
Keyphrases
- feature selection
- anomaly detection
- multi aspect
- concept drift
- data streams
- streaming data
- sentiment analysis
- data analysis
- sliding window
- intrusion detection
- unsupervised learning
- novelty detection
- network traffic
- change detection
- data distribution
- network anomaly detection
- non stationary
- network intrusion detection
- classification algorithm
- intrusion detection system
- itemsets
- neural network
- databases
- computational intelligence
- natural language processing
- active learning
- training set
- image segmentation
- image processing