Matteo Scandella

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 16

Top Topics

Electro Mechanical

Health Monitoring

Reproducing Kernel

Model Predictive Control

Top Venues

Publications

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)
Alessio Moreschini, Matteo Scandella, Thomas Parisini
Nonlinear Data-Driven Moment Matching in Reproducing Kernel Hilbert Spaces. ECC (2024)
Matteo Scandella, Alessio Moreschini, Thomas Parisini
Kernel-Based Continuous-Time System Identification: A Parametric Approximation. CDC (2023)
Matteo Scandella, Michelangelo Bin, Thomas Parisini
Group-Based Dimensionality Reduction and Estimation for Heterogeneous Large-Scale Traffic Networks. ECC (2022)
Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, Simone Formentin, Fabio Previdi
Kernel-based system identification with manifold regularization: A Bayesian perspective. Autom. 142 (2022)
Matteo Scandella, Mirko Mazzoleni, Simone Formentin, Fabio Previdi
Kernel-based identification of asymptotically stable continuous-time linear dynamical systems. Int. J. Control 95 (6) (2022)
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) (2021)
Arnob Ghosh, Matteo Scandella, Michelangelo Bin, Thomas Parisini
Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information. CDC (2021)
Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach. L4DC (2020)
Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
Enhanced kernels for nonparametric identification of a class of nonlinear systems. ECC (2020)
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 (2019)
Simone Formentin, Mirko Mazzoleni, Matteo Scandella, Fabio Previdi
Nonlinear system identification via data augmentation. Syst. Control. Lett. 128 (2019)
Mirko Mazzoleni, Matteo Scandella, Simone Formentin, Fabio Previdi
Classification of Light Charged Particles Via Learning-Based System Identification. CDC (2018)
Mirko Mazzoleni, Simone Formentin, Matteo Scandella, Fabio Previdi
Semi-supervised learning of dynamical systems: a preliminary study. ECC (2018)
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)
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)