Robustness and Anomaly Detection

Examples demonstrating resistance to extreme outliers and distance-based anomaly scoring.

Outlier Robustness: CLARANS (k-Medoids) vs. K-Means

Outlier Robustness: CLARANS (k-Medoids) vs. K-Means

Unsupervised Anomaly Detection via Medoid Distance Scoring

Unsupervised Anomaly Detection via Medoid Distance Scoring