Course: Data Mining and Knowledge Discovery (Fall 2021)
Task: Write own code
A distance-based outlier detection method consults the neighborhood of an object, which is defined by a given radius. An object is then considered an outlier if its neighborhood does not have enough other points.
J. Han, Jian Pei, and Micheline Kamber, Data mining: concepts and techniques. S.l: Elsevier Science, 2011.
