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Davide Dalle Pezze
ORCID
Publication Activity (10 Years)
Years Active: 2021-2024
Publications (10 Years): 9
Top Topics
Deep Learning
Top Venues
CoRR
FDL
Eng. Appl. Artif. Intell.
IEEE Trans Autom. Sci. Eng.
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Publications
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Luca Della Libera
,
Jacopo Andreoli
,
Davide Dalle Pezze
,
Mirco Ravanelli
,
Gian Antonio Susto
Bayesian Deep Learning for Remaining Useful Life Estimation via Stein Variational Gradient Descent.
CoRR
(2024)
Luciano Lorenti
,
Davide Dalle Pezze
,
Jacopo Andreoli
,
Chiara Masiero
,
Natalie Gentner
,
Yao Yang
,
Gian Antonio Susto
Predictive Maintenance in the Industry: A Comparative Study on Deep Learning-based Remaining Useful Life Estimation.
INDIN
(2023)
David Dandolo
,
Chiara Masiero
,
Mattia Carletti
,
Davide Dalle Pezze
,
Gian Antonio Susto
AcME - Accelerated model-agnostic explanations: Fast whitening of the machine-learning black box.
Expert Syst. Appl.
214 (2023)
Alessandro Beghi
,
Nicola Dall'Ora
,
Davide Dalle Pezze
,
Franco Fummi
,
Chiara Masiero
,
Stefano Spellini
,
Gian Antonio Susto
,
Francesco Tosoni
VIR2EM: VIrtualization and Remotization for Resilient and Efficient Manufacturing: Project-Dissemination Paper.
FDL
(2023)
Davide Dalle Pezze
,
Denis Deronjic
,
Chiara Masiero
,
Diego Tosato
,
Alessandro Beghi
,
Gian Antonio Susto
A multi-label Continual Learning framework to scale deep learning approaches for packaging equipment monitoring.
Eng. Appl. Artif. Intell.
124 (2023)
Davide Dalle Pezze
,
Chiara Masiero
,
Diego Tosato
,
Alessandro Beghi
,
Gian Antonio Susto
FORMULA: A Deep Learning Approach for Rare Alarms Predictions in Industrial Equipment.
IEEE Trans Autom. Sci. Eng.
19 (3) (2022)
Davide Dalle Pezze
,
Denis Deronjic
,
Chiara Masiero
,
Diego Tosato
,
Alessandro Beghi
,
Gian Antonio Susto
A Multi-label Continual Learning Framework to Scale Deep Learning Approaches for Packaging Equipment Monitoring.
CoRR
(2022)
Davide Dalle Pezze
,
Eugenia Anello
,
Chiara Masiero
,
Gian Antonio Susto
Continual Learning Approaches for Anomaly Detection.
CoRR
(2022)
David Dandolo
,
Chiara Masiero
,
Mattia Carletti
,
Davide Dalle Pezze
,
Gian Antonio Susto
AcME - Accelerated Model-agnostic Explanations: Fast Whitening of the Machine-Learning Black Box.
CoRR
(2021)