In particular, from the context of abuse and network intrusion detection, the appealing objects are sometimes not rare objects, but sudden bursts of inactivity. This pattern doesn't adhere to the popular statistical definition of an outlier like a rare item.Similarity learning is an area of supervised machine learning closely connected with regress