Multivariate, Unsupervised, Scalable, Explainable and Robust Anomaly Detection – Part 1: Issues with Traditional Approaches

October 21st, 2022 / By: / Published in: Blog

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Anomaly detection is one of the most important classes of problems in the modern world: from telecommunication signals to manufacturing operations to user behavior, all sorts of systems expect to work in a regular pattern, and deviations from this pattern can represent problems such as errors, failures, attacks or even changes that, despite not being negative per se, may require action from the system keepers.

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