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Unsupervised Machine Learning: A 5-Minute Beginner’s Guide

2018-06-22T12:27:08+00:00 June 5th, 2018|Quick Take|

Unsupervised Machine Learning (UML) is a topic that we get a lot of questions about here at DataVisor, because UML is at the core of our detection platform. In this 5-minute primer on UML, we start by defining the overarching field of Artificial Intelligence, then we drill down to the sub-field of Machine Learning, and lastly we discuss the various machine learning techniques, including UML, and when each ML technique is most effective.

Guest Post: AML Data Quality – The Challenge of Fitting a Square Peg into a Round Hole

2018-04-17T17:35:04+00:00 April 17th, 2017|Technical Post|

As mentioned in my previous articles, traditional rule-based transaction monitoring systems (TMS) have architectural limitations which make them prone to false positives and false negatives: Naive rules create a plague of false positives that are [...]

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