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07/28/2020
Visualizing classification results
Classification is a major tool of statistics and machine learning. A cla...
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10/12/2019
Real-time outlier detection for large datasets by RT-DetMCD
Modern industrial machines can generate gigabytes of data in seconds, fr...
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06/04/2018
MacroPCA: An all-in-one PCA method allowing for missing values as well as cellwise and rowwise outliers
Multivariate data are typically represented by a rectangular matrix (tab...
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08/28/2017
Robust Monitoring of Time Series with Application to Fraud Detection
Time series often contain outliers and level shifts or structural change...
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07/31/2017