28 citations · 57 across the 13 of their papers we have counts for
3 papers · 1 filter
Augmenting representations with scientific papers
Nicolò Oreste Pinciroli Vago, Rocco Di Tella, Carolina Cuesta-Lázaro +3
Astronomers have acquired vast repositories of multimodal data, including images, spectra, and time series, complemented by decades of literature that analyzes astrophysical source…
Time Series Analysis in Compressor-Based Machines: A Survey
Francesca Forbicini, Nicolò Oreste Pinciroli Vago, Piero Fraternali
In both industrial and residential contexts, compressor-based machines, such as refrigerators, HVAC systems, heat pumps and chillers, are essential to fulfil production and consume…
Predicting machine failures from multivariate time series: an industrial case study
Nicolò Oreste Pinciroli Vago, Francesca Forbicini, Piero Fraternali
Non-neural Machine Learning (ML) and Deep Learning (DL) models are often used to predict system failures in the context of industrial maintenance. However, only a few researches jo…