Machine Learning Ensemble Methods for Optical Network Traffic Prediction.
Daniel SzostakPublished in: CISIS-ICEUTE (2021)
Keyphrases
- network traffic
- ensemble methods
- prediction accuracy
- machine learning
- machine learning methods
- decision trees
- intrusion detection
- random forests
- anomaly detection
- ensemble learning
- intrusion detection system
- base classifiers
- bias variance analysis
- ensemble classifier
- machine learning algorithms
- network intrusion detection
- traffic data
- benchmark datasets
- internet traffic
- bootstrap sampling
- feature selection
- learning algorithm
- active learning
- base learners
- naive bayes
- model selection
- simulated annealing
- supervised learning
- high dimensional
- decision tree ensembles