Mattia Stighezza

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Machine Learning

Support Vector Regression

Evaluation Process

Data Preprocessing

Top Venues

MetroAutomotive

MetroInd4.0 & IoT

IEEE Trans. Instrum. Meas.

Publications

Giulia Magnani, Chiara Giliberti, Davide Errico, Mattia Stighezza, Simone Fortunati, Monica Mattarozzi, Andrea Boni, Valentina Bianchi, Marco Giannetto, Ilaria De Munari, Stefano Cagnoni, Maria Careri
Evaluation of a Voltametric E-Tongue Combined with Data Preprocessing for Fast and Effective Machine Learning-Based Classification of Tomato Purées by Cultivar. Sensors 24 (11) (2024)
Sadia Ali, Mattia Stighezza, Giovanni Chiorboli, Ilaria De Munari, Valentina Bianchi
An Optimized Long Short Term Memory and Gaussian Process Regression Based Framework for State of Charge Estimation. MetroAutomotive (2024)
Mattia Stighezza, Giulia Magnani, Valentina Bianchi, Stefano Cagnoni, Andrea Boni, Chiara Giliberti, Davide Errico, Simone Fortunati, Marco Giannetto, Maria Careri, Ilaria De Munari
Model-Based design of a Machine Learning algorithm for on-site food authenticity testing. MetroInd4.0 & IoT (2024)
Gianfranco Lombardi, Mattia Stighezza, Ilaria De Munari, Valentina Bianchi
FPGA Implementation of Support Vector Regression for Battery SoC Estimation. MetroAutomotive (2024)
Mattia Stighezza, Roberto Ferrero, Valentina Bianchi, Ilaria De Munari
Machine learning and impedance spectroscopy for battery state of charge evaluation. MetroAutomotive (2023)
Valentina Bianchi, Mattia Stighezza, Andrea Toscani, Giovanni Chiorboli, Ilaria De Munari
An Improved Method Based on Support Vector Regression With Application Independent Training for State of Charge Estimation. IEEE Trans. Instrum. Meas. 72 (2023)
Mattia Stighezza, Valentina Bianchi, Andrea Toscani, Ilaria De Munari
A flexible machine learning based framework for state of charge evaluation. MetroAutomotive (2022)
Mattia Stighezza, Valentina Bianchi, Ilaria De Munari
HDL Code Generation from SIMULINK Environment for Li-Ion Cells State of Charge and Parameter Estimation. ApplePies (2020)