Combining expert knowledge and unsupervised learning techniques for anomaly detection in aircraft flight data.
Daniel L. C. MackGautam BiswasHamed KhorasganiDinkar MylaraswamyRaj BharadwajPublished in: Autom. (2018)
Keyphrases
- anomaly detection
- expert knowledge
- flight data
- unsupervised learning
- expert systems
- domain knowledge
- supervised learning
- intrusion detection
- anomalous behavior
- domain experts
- network intrusion detection
- bayesian networks
- network traffic
- detecting anomalies
- fuzzy logic
- machine learning
- expectation maximization
- dimensionality reduction
- prior knowledge
- semi supervised
- intrusion detection system
- one class support vector machines
- model selection
- object recognition
- knowledge base
- text classification
- network anomaly detection
- genetic algorithm
- detect anomalies
- flight test
- general purpose
- feature extraction
- feature selection
- artificial intelligence
- negative selection algorithm