Vincent Vercruyssen

Latest

• Learning from positive and unlabeled multi-instance bags in anomaly detection
• Multi-domain active learning for semi-supervised anomaly detection
• Transferring the contamination factor between anomaly detection domains by shape similarity
• The effect of hyperparameter tuning on the comparative evaluation of unsupervised anomaly detection methods
• A ranking stability measure for quantifying the robustness of anomaly detection methods
• Class Prior Estimation in Active Positive and Unlabeled Learning.
• Quantifying the confidence of anomaly detectors in their example-wise predictions