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ORCIDGabriele Maroni
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2020 – today
- 2026
[j3]Simone Barcellona
, Lorenzo Codecasa, Silvia Colnago, Loris Cannelli, Christian Laurano, Gabriele Maroni:
Capacity estimation of Lithium-ion batteries through a Machine Learning approach. Math. Comput. Simul. 239: 391-402 (2026)- 2025
- [j2]Gabriele Maroni, Loris Cannelli, Dario Piga:
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus. Eur. J. Control 81: 101150 (2025) - [c11]Matteo Rufolo, Dario Piga, Gabriele Maroni, Marco Forgione:
Enhanced Transformer architecture for in-context learning of dynamical systems. ECC 2025: 819-824 - [c10]Simone Barcellona, Loris Cannelli, Lorenzo Codecasa, Silvia Colnago, Loredana Cristaldi, Christian Laurano, Gabriele Maroni:
Investigation of the Relationship between High and Low Frequency Resistances of Li-ion Batteries: A Machine Learning Approach. MetroXRAINE 2025: 293-298 - [i6]Riccardo Busetto, Elia Cereda, Marco Forgione, Gabriele Maroni, Dario Piga, Daniele Palossi:
Nonlinear System Identification Nano-drone Benchmark. CoRR abs/2512.14450 (2025) - 2024
- [c9]Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione:
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems. CDC 2024: 6383-6388 - [c8]Simone Barcellona, Loris Cannelli, Lorenzo Codecasa, Silvia Colnago, Loredana Cristaldi, Christian Laurano, Gabriele Maroni:
Temperature-Dependent State of Charge Estimation for Electric Vehicles Based on a Machine Learning Approach. MetroXRAINE 2024: 646-651 - [i5]Dario Piga, Matteo Rufolo, Gabriele Maroni, Manas Mejari, Marco Forgione:
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems. CoRR abs/2403.05164 (2024) - [i4]Gabriele Maroni, Filip Stojceski, Lorenzo Pallante, Marco Agostino Deriu, Dario Piga, Gianvito Grasso:
LightCPPgen: An Explainable Machine Learning Pipeline for Rational Design of Cell Penetrating Peptides. CoRR abs/2406.01617 (2024) - [i3]Matteo Rufolo, Dario Piga, Gabriele Maroni, Marco Forgione:
Enhanced Transformer architecture for in-context learning of dynamical systems. CoRR abs/2410.03291 (2024) - 2023
- [c7]Nicolò Rubattu, Gabriele Maroni, Giorgio Corani:
Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies. AALTD@ECML/PKDD 2023: 276-292 - [i2]Raffaele Giuseppe Cestari, Gabriele Maroni, Loris Cannelli, Dario Piga, Simone Formentin:
Split-Boost Neural Networks. CoRR abs/2309.03167 (2023) - [i1]Gabriele Maroni, Loris Cannelli, Dario Piga:
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus. CoRR abs/2311.14182 (2023) - 2022
- [j1]Mirko Mazzoleni, Gabriele Maroni, Simone Formentin, Fabio Previdi:
A kernel-based control approach for multi-period assets allocation based on lower partial moments. Eng. Appl. Artif. Intell. 110: 104659 (2022)
2010 – 2019
- 2019
- [c6]Gabriele Maroni, Simone Formentin, Fabio Previdi:
A robust design strategy for stock trading via feedback control. ECC 2019: 477-482 - [c5]I Yung, Yamuna Maccarana, Gabriele Maroni, Fabio Previdi:
Partially Structured Robotic Picking for Automation of Tomato Transplantation. ICM 2019: 640-645 - 2018
- [c4]Simone Formentin, Fabio Previdi, Gabriele Maroni, Claudio Cantaro:
Stock Trading Via Feedback Control: an Extremum Seeking Approach. MED 2018: 523-528 - [c3]Gabriele Maroni, Valerio Uberti, Simone Facheris, Fabio Previdi:
A Computer Vision Algorithm for the Estimation of the Human Hair Diameter. RTSI 2018: 1-6 - 2017
- [c2]Gabriele Maroni, Michele Ermidoro, Fabio Previdi, Glauco Bigini:
Automated detection, extraction and counting of acne lesions for automatic evaluation and tracking of acne severity. SSCI 2017: 1-6 - [c1]Mirko Mazzoleni, Gabriele Maroni, Fabio Previdi:
Unsupervised learning of fundamental emotional states via word embeddings. SSCI 2017: 1-6
Coauthor Index
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