ICS for multivariate functional anomaly detection with applications to predictive maintenance and quality control

Aurore Archimbaud, Feriel Boulfani, Xavier Gendre, Klaus Nordhausen, Anne Ruiz‐Gazen, Joni Virta

Type: Article

Publication Date: 2022-03-16

Citations: 3

DOI: https://doi.org/10.1016/j.ecosta.2022.03.003

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Econometrics and Statistics - View
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+	Statistical Computing in Functional Data Analysis: The<i>R</i>Package<b>fda.usc</b>	2012	Manuel Febrero–Bande Manuel Oviedo de la Fuente
+	Functional outlier detection with robust functional principal component analysis	2011	Pallavi Sawant Nedret Billor Hyejin Shin
+ PDF Chat	Generative models for functional data using phase and amplitude separation	2012	James D. Tucker Wei Wu Anuj Srivastava
+ PDF Chat	Invariant Co-Ordinate Selection	2009	David E. Tyler Frank Critchley Lutz Dümbgen Hannu Oja
+ PDF Chat	Multivariate functional outlier detection	2015	Mia Hubert Peter J. Rousseeuw Pieter Segaert
+ PDF Chat	Characteristics of multivariate distributions and the invariant coordinate system	2010	Pauliina Ilmonen Jaakko Nevalainen Hannu Oja
+	An angle-based multivariate functional pseudo-depth for shape outlier detection	2015	Sonja Kuhnt André Rehage
+ PDF Chat	A cautionary note on robust covariance plug-in methods	2015	Klaus Nordhausen David E. Tyler
+	Anomaly detection via a Gaussian Mixture Model for flight operation and safety monitoring	2016	Lishuai Li R. John Hansman Rafael Palacios Roy E. Welsch
+	Special issue on functional data analysis	2016	Piotr Kokoszka Hanny Oja Byeong Park Laura M. Sangalli