7 citations · 7 across the 6 of their papers we have counts for
3 papers · 1 filter
Unsupervised Novelty Detection Methods Benchmarking with Wavelet Decomposition
Ariel Priarone, Umberto Albertin, Carlo Cena +2
Novelty detection is a critical task in various engineering fields. Numerous approaches to novelty detection rely on supervised or semi-supervised learning, which requires labelled…
A Self-Supervised Task for Fault Detection in Satellite Multivariate Time Series
Carlo Cena, Silvia Bucci, Alessandro Balossino +1
In the space sector, due to environmental conditions and restricted accessibility, robust fault detection methods are imperative for ensuring mission success and safeguarding valua…
Physics-Informed Real NVP for Satellite Power System Fault Detection
Carlo Cena, Umberto Albertin, Mauro Martini +2
The unique challenges posed by the space environment, characterized by extreme conditions and limited accessibility, raise the need for robust and reliable techniques to identify a…