SCANDELLA, Matteo Statistiche
SCANDELLA, Matteo
Dipartimento di Ingegneria Gestionale, dell'Informazione e della Produzione
Automated Data-Driven Tuning of Learning-Based Model Predictive Control (SelfMPC): A Maximum-Likelihood Approach
2024-01-01 Yang, Guitao; Scandella, Matteo; Formentin, Simone; Parisini, Thomas
Continuous-time identification of grey-box and black-box models of an industrial oven
2024-01-01 Previtali, Davide; Scandella, Matteo; Pitturelli, Leandro; Mazzoleni, Mirko; Ferramosca, Antonio; Previdi, Fabio
Nonlinear Data-Driven Moment Matching in Reproducing Kernel Hilbert Spaces
2024-01-01 Moreschini, Alessio; Scandella, Matteo; Parisini, Thomas
Kernel-Based Continuous-Time System Identification: A Parametric Approximation
2023-01-01 Scandella, Matteo; Moreschini, Alessio; Parisini, Thomas
Kernel-Based Identification of Incrementally Input-to-State Stable Nonlinear Systems
2023-01-01 Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas
Evaluation of robust sensors placement schemes for leaks isolation in water distribution networks
2022-01-01 Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio
Group-Based Dimensionality Reduction and Estimation for Heterogeneous Large-Scale Traffic Networks
2022-01-01 Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas
Kernel-based identification of asymptotically stable continuous-time linear dynamical systems
2022-01-01 Scandella, Matteo; Mazzoleni, Mirko; Formentin, Simone; Previdi, Fabio
Kernel-based system identification with manifold regularization: A Bayesian perspective
2022-01-01 Mazzoleni, Mirko; Chiuso, Alessandro; Scandella, Matteo; Formentin, Simone; Previdi, Fabio
Traffic-light control in urban environment exploiting drivers’ reaction to the expected red lights duration
2022-01-01 Scandella, Matteo; Ghosh, Arnob; Bin, Michelangelo; Parisini, Thomas
A note on the numerical solutions of kernel-based learning problems
2021-01-01 Scandella, Matteo; Mazzoleni, Mirko; Formentin, Simone; Previdi, Fabio
Nonparametric continuous-time identification of linear systems: theory, implementation and experimental results
2021-01-01 Mazzoleni, Mirko; Scandella, Matteo; Formentin, Simone; Previdi, Fabio
Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information
2021-01-01 Ghosh, Arnob; Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach
2020-01-01 Mazzoleni, Mirko; Scandella, Matteo; Formentin, Simone; Previdi, Fabio
Data on the first endurance activity of a Brushless DC motor for aerospace applications
2020-01-01 Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio; Pispola, G.
Enhanced kernels for nonparametric identification of a class of nonlinear systems
2020-01-01 Mazzoleni, Mirko; Scandella, Matteo; Formentin, Simone; Previdi, Fabio
KBERG: A MatLab toolbox for nonlinear kernel-based regularization and system identification
2020-01-01 Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio
Mechatronics applications of condition monitoring using a statistical change detection method
2020-01-01 Mazzoleni, Mirko; Scandella, Matteo; Maurelli, Luca; Previdi, Fabio
Regularized kernel-based learning for system identification
2020-05-06 Scandella, Matteo
A comparison of manifold regularization approaches for kernel-based system identification
2019-01-01 Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio
| Data di pubblicazione | Titolo | Autore/i | Tipologia | Documento allegato |
|---|---|---|---|---|
| 1-gen-2024 | Automated Data-Driven Tuning of Learning-Based Model Predictive Control (SelfMPC): A Maximum-Likelihood Approach | Yang, Guitao; Scandella, Matteo; Formentin, Simone; Parisini, Thomas | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2024 | Continuous-time identification of grey-box and black-box models of an industrial oven | Previtali, Davide; Scandella, Matteo; Pitturelli, Leandro; Mazzoleni, Mirko; Ferramosca, Antonio; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2024 | Nonlinear Data-Driven Moment Matching in Reproducing Kernel Hilbert Spaces | Moreschini, Alessio; Scandella, Matteo; Parisini, Thomas | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2023 | Kernel-Based Continuous-Time System Identification: A Parametric Approximation | Scandella, Matteo; Moreschini, Alessio; Parisini, Thomas | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2023 | Kernel-Based Identification of Incrementally Input-to-State Stable Nonlinear Systems | Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2022 | Evaluation of robust sensors placement schemes for leaks isolation in water distribution networks | Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2022 | Group-Based Dimensionality Reduction and Estimation for Heterogeneous Large-Scale Traffic Networks | Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2022 | Kernel-based identification of asymptotically stable continuous-time linear dynamical systems | Scandella, Matteo; Mazzoleni, Mirko; Formentin, Simone; Previdi, Fabio | 1.1 Contributi in rivista - Journal contributions::1.1.01 Articoli/Saggi in rivista - Journal Articles/Essays | |
| 1-gen-2022 | Kernel-based system identification with manifold regularization: A Bayesian perspective | Mazzoleni, Mirko; Chiuso, Alessandro; Scandella, Matteo; Formentin, Simone; Previdi, Fabio | 1.1 Contributi in rivista - Journal contributions::1.1.01 Articoli/Saggi in rivista - Journal Articles/Essays | |
| 1-gen-2022 | Traffic-light control in urban environment exploiting drivers’ reaction to the expected red lights duration | Scandella, Matteo; Ghosh, Arnob; Bin, Michelangelo; Parisini, Thomas | 1.1 Contributi in rivista - Journal contributions::1.1.01 Articoli/Saggi in rivista - Journal Articles/Essays | |
| 1-gen-2021 | A note on the numerical solutions of kernel-based learning problems | Scandella, Matteo; Mazzoleni, Mirko; Formentin, Simone; Previdi, Fabio | 1.1 Contributi in rivista - Journal contributions::1.1.01 Articoli/Saggi in rivista - Journal Articles/Essays | |
| 1-gen-2021 | Nonparametric continuous-time identification of linear systems: theory, implementation and experimental results | Mazzoleni, Mirko; Scandella, Matteo; Formentin, Simone; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2021 | Traffic-Light Control at Urban Intersections Using Expected Waiting-Time Information | Ghosh, Arnob; Scandella, Matteo; Bin, Michelangelo; Parisini, Thomas | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2020 | Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach | Mazzoleni, Mirko; Scandella, Matteo; Formentin, Simone; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2020 | Data on the first endurance activity of a Brushless DC motor for aerospace applications | Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio; Pispola, G. | 1.1 Contributi in rivista - Journal contributions::1.1.01 Articoli/Saggi in rivista - Journal Articles/Essays | |
| 1-gen-2020 | Enhanced kernels for nonparametric identification of a class of nonlinear systems | Mazzoleni, Mirko; Scandella, Matteo; Formentin, Simone; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2020 | KBERG: A MatLab toolbox for nonlinear kernel-based regularization and system identification | Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 1-gen-2020 | Mechatronics applications of condition monitoring using a statistical change detection method | Mazzoleni, Mirko; Scandella, Matteo; Maurelli, Luca; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations | |
| 6-mag-2020 | Regularized kernel-based learning for system identification | Scandella, Matteo | 1.9 Tesi di dottorato - Unibg doctoral theses::1.9.01 Tesi di dottorato | |
| 1-gen-2019 | A comparison of manifold regularization approaches for kernel-based system identification | Mazzoleni, Mirko; Scandella, Matteo; Previdi, Fabio | 1.4 Contributi in atti di convegno - Contributions in conference proceedings::1.4.01 Contributi in atti di convegno - Conference presentations |