Ensemble of Local Decision Trees for Anomaly Detection in Mixed Data.
Sunil AryalJonathan R. WellsPublished in: ECML/PKDD (1) (2021)
Keyphrases
- anomaly detection
- mixed data
- decision trees
- ensemble methods
- one class support vector machines
- base classifiers
- intrusion detection
- training data
- data compression
- data sets
- training set
- knn
- mixture of gaussian distributions
- network traffic
- detecting anomalies
- naive bayes
- anomalous behavior
- network intrusion detection
- similarity function
- neural network
- intrusion detection system
- machine learning
- unsupervised anomaly detection
- data mining methods
- clustering algorithm
- network anomaly detection
- network security
- streaming data
- detecting anomalous
- compression algorithm
- nearest neighbor
- high dimensional
- detect anomalies
- computer vision
- connectionist systems
- cumulative sum