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Michela Sperti
ORCID
Publication Activity (10 Years)
Years Active: 2021-2023
Publications (10 Years): 5
Top Topics
Binary Classification
Bayes Error
Machine Learning
Convolutional Neural Networks
Top Venues
CoRR
Algorithms
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Publications
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Francesca Venturini
,
Michela Sperti
,
Umberto Michelucci
,
Arnaud Gucciardi
,
Vanessa M. Martos
,
Marco Agostino Deriu
Dataset of Fluorescence Spectra and Chemical Parameters of Olive Oils.
CoRR
(2023)
Francesca Venturini
,
Michela Sperti
,
Umberto Michelucci
,
Arnaud Gucciardi
,
Vanessa M. Martose
,
Marco Agostino Deriu
Physico-chemical properties extraction from the fluorescence spectrum with 1D-convolutional neural networks: application to olive oil.
CoRR
(2022)
Francesca Venturini
,
Michela Sperti
,
Umberto Michelucci
,
Ivo Herzig
,
Michael Baumgartner
,
Josep Palau Caballero
,
Arturo Jimenez
,
Marco Agostino Deriu
Exploration of Spanish Olive Oil Quality with a Miniaturized Low-Cost Fluorescence Sensor and Machine Learning Techniques.
CoRR
(2021)
Umberto Michelucci
,
Michela Sperti
,
Dario Piga
,
Francesca Venturini
,
Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification.
CoRR
(2021)
Umberto Michelucci
,
Michela Sperti
,
Dario Piga
,
Francesca Venturini
,
Marco Agostino Deriu
A Model-Agnostic Algorithm for Bayes Error Determination in Binary Classification.
Algorithms
14 (11) (2021)