Enhancing Anomaly Detection in Agriculture by Considering the Impact of Concept Drift: An Exploratory Study Using Digital Replica.
Dongyang HuoAsad Waqar MalikSri Devi RavanaAnis Ur RahmanIsmail AhmedyPublished in: WSSE (2023)
Keyphrases
- anomaly detection
- concept drift
- streaming data
- network anomaly detection
- novelty detection
- data streams
- intrusion detection
- detecting anomalies
- network intrusion detection
- anomalous behavior
- change detection
- non stationary
- classification algorithm
- network traffic
- intrusion detection system
- data distribution
- unsupervised learning
- detect anomalies
- one class support vector machines
- knowledge discovery
- probabilistic model
- active learning