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2020 – today
- 2024
[c11]Guitao Yang, Matteo Scandella, Simone Formentin, Thomas Parisini:
Automated Data-Driven Tuning of Learning-Based Model Predictive Control (SelfMPC): A Maximum-Likelihood Approach. ECC 2024: 104-109- [c10]Alessio Moreschini, Matteo Scandella, Thomas Parisini:
Nonlinear Data-Driven Moment Matching in Reproducing Kernel Hilbert Spaces. ECC 2024: 3440-3445 - [i1]Matteo Scandella, Michelangelo Bin, Thomas Parisini:
Kernel-Based Learning of Stable Nonlinear Systems. CoRR abs/2409.10212 (2024) - 2023
- [c9]Matteo Scandella, Alessio Moreschini
, Thomas Parisini:
Kernel-Based Continuous-Time System Identification: A Parametric Approximation. CDC 2023: 1492-1497 - 2022
- [j5]Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, Simone Formentin, Fabio Previdi:
Kernel-based system identification with manifold regularization: A Bayesian perspective. Autom. 142: 110419 (2022) - [j4]Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi:
Kernel-based identification of asymptotically stable continuous-time linear dynamical systems. Int. J. Control 95(6): 1668-1681 (2022) - [c8]Matteo Scandella, Michelangelo Bin, Thomas Parisini:
Group-Based Dimensionality Reduction and Estimation for Heterogeneous Large-Scale Traffic Networks. ECC 2022: 1937-1943 - 2021
- [j3]Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi:
A Note on the Numerical Solutions of Kernel-Based Learning Problems. IEEE Trans. Autom. Control. 66(2): 940-947 (2021) - [c7]Arnob Ghosh, Matteo Scandella, Michelangelo Bin, Thomas Parisini:
Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information. CDC 2021: 1953-1959 - 2020
- [c6]Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi:
Enhanced kernels for nonparametric identification of a class of nonlinear systems. ECC 2020: 540-545 - [c5]Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi:
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach. L4DC 2020: 267-276
2010 – 2019
- 2019
- [j2]Mirko Mazzoleni, Fabio Previdi, Matteo Scandella, Giulio Pispola:
Experimental Development of a Health Monitoring Method for Electro-Mechanical Actuators of Flight Control Primary Surfaces in More Electric Aircrafts. IEEE Access 7: 153618-153634 (2019) - [j1]Simone Formentin, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi:
Nonlinear system identification via data augmentation. Syst. Control. Lett. 128: 56-63 (2019) - 2018
- [c4]Mirko Mazzoleni, Matteo Scandella, Yamuna Maccarana, Fabio Previdi, Giulio Pispola, Nicola Porzi:
Condition Monitoring of Electro-Mechanical Actuators for Aerospace Using Batch Change Detection Algorithms. CCTA 2018: 1747-1752 - [c3]Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi:
Classification of Light Charged Particles Via Learning-Based System Identification. CDC 2018: 6053-6058 - [c2]Mirko Mazzoleni, Simone Formentin, Matteo Scandella, Fabio Previdi:
Semi-supervised learning of dynamical systems: a preliminary study. ECC 2018: 2824-2829 - [c1]Fabio Previdi, Yamuna Maccarana, Mirko Mazzoleni, Matteo Scandella, Giulio Pispola, Nicola Porzi:
Development and Experimental Testing of a Health Monitoring System of Electro-Mechanical Actuators for Small Airplanes. MED 2018: 673-678
Coauthor Index
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