A New Local Distance-Based Outlier Detection Approach for Scattered Real-World Data

Ke Zhang, Marcus Hutter, Huidong Jin

Detecting outliers which are grossly different from or inconsistent with the remaining dataset is a major challenge in real-world KDD applications. Existing outlier detection metho…