JN
Publications
- Optimizing Failure Prediction Time Windows Through Genetic Algorithms and Random Forests
- HURRA! Human readable router anomaly detection
- Root Cause Analysis of Network Failures Using Machine Learning and Summarization Techniques
- Applying Event Stream Processing to Network Online Failure Prediction
- System Failure Prediction through Rare-Events Elastic-Net Logistic Regression
- A passive, non-intrusive, cheap method to identify behaviours and habits in the Campus
- Random Histogram Forest for Unsupervised Anomaly Detection
- Human readable network troubleshooting based on anomaly detection and feature scoring
- Local Evaluation of Time Series Anomaly Detection Algorithms
- Human readable network troubleshooting based on anomaly detection and feature scoring
- Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation
- Change Point Detection in WLANs with Random AP Forests