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stat.ME2022
Multivariate Functional Outlier Detection using the FastMUOD Indices
Oluwasegun Taiwo Ojo, Antonio Fernández Anta, Marc G. Genton +1
We present definitions and properties of the fast massive unsupervised outlier detection (FastMUOD) indices, used for outlier detection (OD) in functional data. FastMUOD detects ou…
stat.ME2019★ 4 cited
Detecting and Classifying Outliers in Big Functional Data
Oluwasegun Taiwo Ojo, Antonio Fernández Anta, Rosa E. Lillo +1
We propose two new outlier detection methods, for identifying and classifying different types of outliers in (big) functional data sets. The proposed methods are based on an existi…