Gabriele Maroni

20 papers Journal 9Unranked 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Capacity estimation of Lithium-ion batteries through a Machine Learning approach.
Math. Comput. Simul.
Simone Barcellona, Lorenzo Codecasa, Silvia Colnago, Loris Cannelli, Christian Laurano, Gabriele Maroni
2025 — conf
Enhanced Transformer architecture for in-context learning of dynamical systems.
ECC
Matteo Rufolo, Dario Piga, Gabriele Maroni, Marco Forgione
2025 J jnl
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus.
Eur. J. Control
Gabriele Maroni, Loris Cannelli, Dario Piga
2025 — conf
Investigation of the Relationship between High and Low Frequency Resistances of Li-ion Batteries: A Machine Learning Approach.
MetroXRAINE
Simone Barcellona, Loris Cannelli, Lorenzo Codecasa, Silvia Colnago, Loredana Cristaldi, Christian Laurano, Gabriele Maroni
2025 J jnl
Nonlinear System Identification Nano-drone Benchmark.
CoRR
Riccardo Busetto, Elia Cereda, Marco Forgione, Gabriele Maroni, Dario Piga, Daniele Palossi
2024 J jnl
Enhanced Transformer architecture for in-context learning of dynamical systems.
CoRR
Matteo Rufolo, Dario Piga, Gabriele Maroni, Marco Forgione
2024 J jnl
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides.
CoRR
Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco Agostino Deriu, Dario Piga, Gianvito Grasso
2024 — conf
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems.
CDC
Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione
2024 J jnl
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems.
CoRR
Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione
2024 — conf
Temperature-Dependent State of Charge Estimation for Electric Vehicles Based on a Machine Learning Approach.
MetroXRAINE
Simone Barcellona, Loris Cannelli, Lorenzo Codecasa, Silvia Colnago, Loredana Cristaldi, Christian Laurano, Gabriele Maroni
2023 — conf
Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies.
AALTD@ECML/PKDD
Nicolò Rubattu, Gabriele Maroni, Giorgio Corani
2023 J jnl
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus.
CoRR
Gabriele Maroni, Loris Cannelli, Dario Piga
2023 J jnl
Split-Boost Neural Networks.
CoRR
Raffaele Giuseppe Cestari, Gabriele Maroni, Loris Cannelli, Dario Piga, Simone Formentin
2022 J jnl
A kernel-based control approach for multi-period assets allocation based on lower partial moments.
Eng. Appl. Artif. Intell.
Mirko Mazzoleni, Gabriele Maroni, Simone Formentin, Fabio Previdi
2019 — conf
A robust design strategy for stock trading via feedback control.
ECC
Gabriele Maroni, Simone Formentin, Fabio Previdi
2019 — conf
Partially Structured Robotic Picking for Automation of Tomato Transplantation.
ICM
I Yung, Yamuna Maccarana, Gabriele Maroni, Fabio Previdi
2018 — conf
A Computer Vision Algorithm for the Estimation of the Human Hair Diameter.
RTSI
Gabriele Maroni, Valerio Uberti, Simone Facheris, Fabio Previdi
2018 — conf
Stock Trading Via Feedback Control: an Extremum Seeking Approach.
MED
Simone Formentin, Fabio Previdi, Gabriele Maroni, Claudio Cantaro
2017 — conf
Automated detection, extraction and counting of acne lesions for automatic evaluation and tracking of acne severity.
SSCI
Gabriele Maroni, Michele Ermidoro, Fabio Previdi, Glauco Bigini
2017 — conf
Unsupervised learning of fundamental emotional states via word embeddings.
SSCI
Mirko Mazzoleni, Gabriele Maroni, Fabio Previdi