What Is Novelty Detection
What Does Novelty Detection Mean? Novelty detection is a statistical method used to determine new or unknown data and determining if these new data are within the norm (inlier) or outside of it (outlier). A novel in this case means unusual, data that are new and doe not occur regularly or are simply different from the others. Novelty is applied in different fields which need to detect anomalies in their regular operations such as detecting network intrusions, hacking, jet engine failure, machine learning, and many more....