Cleaning Matters! Preprocessing-enhanced Anomaly Detection and Classification in Mobile Networks.
Juan Marcos RamírezPablo J. Rojo MaroniFernando Díez MuñozVincenzo MancusoAntonio Fernández AntaPublished in: MedComNet (2022)
Keyphrases
- anomaly detection
- preprocessing
- mobile networks
- intrusion detection
- network intrusion detection
- unsupervised learning
- detecting anomalies
- network traffic
- feature extraction
- detect anomalies
- pattern recognition
- anomalous behavior
- mobile users
- one class support vector machines
- supervised learning
- network anomaly detection
- feature selection
- text classification
- intrusion detection system
- negative selection algorithm
- data processing
- databases
- support vector machine
- probabilistic model
- high dimensional
- feature space
- data analysis
- decision trees
- machine learning