164 citations · 170 across the 8 of their papers we have counts for
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math.ST2021★ 1 cited
Outlier detection in multivariate functional data through a contaminated mixture model
Martial Amovin-Assagba, Irène Gannaz, Julien Jacques
In an industrial context, the activity of sensors is recorded at a high frequency. A challenge is to automatically detect abnormal measurement behavior. Considering the sensor meas…
stat.ME2021
Simultaneous predictive bands for functional time series using minimum entropy sets
Nicolás Hernández, Jairo Cugliari, Julien Jacques
Functional Time Series are sequences of dependent random elements taking values on some functional space. Most of the research on this domain is focused on producing a predictor ab…