Rob J Hyndman

Latest

• Anomaly detection in dynamic networks
• Leave-one-out kernel density estimates for outlier detection
• Dimension reduction for outlier detection using DOBIN
• Early classification of spatio-temporal events using partial information
• On normalization and algorithm selection for unsupervised outlier detection
• A framework for automated anomaly detection in high frequency water-quality data from in situ sensors
• Anomaly detection in streaming nonstationary temporal data