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Gabriele Maroni
Gabriele Maroni
Machine Learning Researcher, IDSIA - Dalle Molle Institute for ArtificiaI Intelligence
Verified email at idsia.ch - Homepage
Title
Cited by
Cited by
Year
Automated detection, extraction and counting of acne lesions for automatic evaluation and tracking of acne severity
G Maroni, M Ermidoro, F Previdi, G Bigini
2017 IEEE symposium series on computational intelligence (SSCI), 1-6, 2017
462017
Fault detection in airliner electro-mechanical actuators via hybrid particle filtering
M Mazzoleni, G Maroni, Y Maccarana, S Formentin, F Previdi
IFAC-PapersOnLine 50 (1), 2860-2865, 2017
222017
A robust design strategy for stock trading via feedback control
G Maroni, S Formentin, F Previdi
2019 18th European control conference (ECC), 447-452, 2019
132019
Informed classification of sweeteners/bitterants compounds via explainable machine learning
G Maroni, L Pallante, G Di Benedetto, MA Deriu, D Piga, G Grasso
Current Research in Food Science 5, 2270-2280, 2022
112022
Partially structured robotic picking for automation of tomato transplantation
I Yung, Y Maccarana, G Maroni, F Previdi
2019 IEEE International Conference on Mechatronics (ICM) 1, 640-645, 2019
92019
Stock trading via feedback control: an extremum seeking approach
S Formentin, F Previdi, G Maroni, C Cantaro
2018 26th Mediterranean conference on control and automation (MED), 1-9, 2018
92018
Unsupervised learning of fundamental emotional states via word embeddings
M Mazzoleni, G Maroni, F Previdi
2017 IEEE Symposium Series on Computational Intelligence (SSCI), 1-6, 2017
62017
Comparison of model-based and data-driven approaches for modeling energy and comfort management systems, with a case study
Y Maccarana, A Panza, G Maroni, L Sarto, MF Carta, S Reggiani
2019 IEEE International Conference on Environment and Electrical Engineering …, 2019
42019
A kernel-based control approach for multi-period assets allocation based on lower partial moments
M Mazzoleni, G Maroni, S Formentin, F Previdi
Engineering Applications of Artificial Intelligence 110, 104659, 2022
12022
A computer vision algorithm for the estimation of the human hair diameter
G Maroni, V Uberti, S Facheris, F Previdi
2018 IEEE 4th International Forum on Research and Technology for Society and …, 2018
12018
Synthetic data generation for system identification: leveraging knowledge transfer from similar systems
D Piga, M Rufolo, G Maroni, M Mejari, M Forgione
arXiv preprint arXiv:2403.05164, 2024
2024
Gradient-based bilevel optimization for multi-penalty Ridge regression through matrix differential calculus
G Maroni, L Cannelli, D Piga
arXiv preprint arXiv:2311.14182, 2023
2023
Electricity Load and Peak Forecasting: Feature Engineering, Probabilistic LightGBM and Temporal Hierarchies
N Rubattu, G Maroni, G Corani
International Workshop on Advanced Analytics and Learning on Temporal Data …, 2023
2023
Split-Boost Neural Networks
RG Cestari, G Maroni, L Cannelli, D Piga, S Formentin
arXiv preprint arXiv:2309.03167, 2023
2023
Head-counter device and method for processing digital images
SM Savaresi, A Buzzetti, NGU Valerio, M Campana, F Previdi, G Maroni, ...
US Patent 11,663,844, 2023
2023
Optimal Asset Allocation, a Data-Driven Feedback Control Approach
G Maroni
Universitą degli studi di Bergamo, 2020
2020
Dispositivo contateste e metodo di processamento di immagini digitali
G Maroni, F Previdi, V Uberto, M Emidoro, SM Savaresi, M Campana, ...
2020
Dispositivo contateste e metodo di processamento di immagini digitali
S Savaresi, F Previdi, A Guzzetti, V Uberto, M Campana, M Emidoro, ...
2018
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