Fabio Previdi

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 40

Top Topics

Top Venues

Publications

Beatrice Sonzogni, José María Manzano, Marco Polver, Fabio Previdi, Antonio Ferramosca
CHoKI-based MPC for blood glucose regulation in Artificial Pancreas. CoRR (2024)
P. Boni, Mirko Mazzoleni, Fabio Previdi
Robust data-driven design of a jamming detection filter for airborne electromechanical actuators. Eur. J. Control 75 (2024)
Amalia Luque, Mirko Mazzoleni, Francisco Zamora-Polo, Antonio Ferramosca, Juan Ramón Lama, Fabio Previdi
Determining the Importance of Physicochemical Properties in the Perceived Quality of Wines. IEEE Access 11 (2023)
Mirko Mazzoleni, Nicholas Valceschini, Fabio Previdi
Model Uncertainty-Aware Residual Generators for SISO LTI Systems Based on Kernel Identification and Randomized Approaches. CDC (2023)
Beatrice Sonzogni, José María Manzano, Marco Polver, Fabio Previdi, Antonio Ferramosca
CHoKI-Based MPC for Blood Glucose Regulation in Artificial Pancreas with Probabilistic Constraints. CDC (2023)
Giulia Sonzogni, Mirko Mazzoleni, Marco Polver, Antonio Ferramosca, Fabio Previdi
Notch Filter Design with Stability Guarantees for Mechanical Resonance Suppression in SISO LTI Two-Mass Drive Systems. CDC (2023)
Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
GLISp-r: a preference-based optimization algorithm with convergence guarantees. Comput. Optim. Appl. 86 (1) (2023)
Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
GLISp-r: A preference-based optimization algorithm with convergence guarantees. CoRR (2022)
Davide Previtali, Mirko Mazzoleni, Antonio Ferramosca, Fabio Previdi
A unified surrogate-based scheme for black-box and preference-based optimization. CoRR (2022)
Mirko Mazzoleni, Alessandro Chiuso, Matteo Scandella, Simone Formentin, Fabio Previdi
Kernel-based system identification with manifold regularization: A Bayesian perspective. Autom. 142 (2022)
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 (2022)
Andrea Cattaneo, Andrea Vitali, Mirko Mazzoleni, Fabio Previdi
An agent-based model to assess large-scale COVID-19 vaccination campaigns for the Italian territory: The case study of Lombardy region. Comput. Methods Programs Biomed. 224 (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)
Nicholas Valceschini, Mirko Mazzoleni, Fabio Previdi
Inertial load classification of low-cost electro-mechanical systems under dataset shift with fast end of line testing. Eng. Appl. Artif. Intell. 105 (2021)
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)
Danilo Pau, Fabio Previdi, Emanuele Rota
Tiny defects identification of mechanical components in die-cast aluminum using artificial neural networks for micro-controllers. ICCE (2021)
Alessandro Amodio, Michele Ermidoro, Sergio Matteo Savaresi, Fabio Previdi
Automatic Vehicle Model Recognition and Lateral Position Estimation Based on Magnetic Sensors. IEEE Trans. Intell. Transp. Syst. 22 (5) (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, Fabio Previdi, Natale Salvatore Bonfiglio
Classification algorithms analysis for brain-computer interface in drug craving therapy. Biomed. Signal Process. Control. 52 (2019)
Gabriele Maroni, Simone Formentin, Fabio Previdi
A robust design strategy for stock trading via feedback control. ECC (2019)
I Yung, Yamuna Maccarana, Gabriele Maroni, Fabio Previdi
Partially Structured Robotic Picking for Automation of Tomato Transplantation. ICM (2019)
Gabriele Maroni, Valerio Uberti, Simone Facheris, Fabio Previdi
A Computer Vision Algorithm for the Estimation of the Human Hair Diameter. RTSI (2018)
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)
Simone Formentin, Fabio Previdi, Gabriele Maroni, Claudio Cantaro
Stock Trading Via Feedback Control: an Extremum Seeking Approach. 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)
Mirko Mazzoleni, Yamuna Maccarana, Fabio Previdi, Giulio Pispola, M. Nardi, F. Perni, S. Toro
Development of a reliable electro-mechanical actuator for primary control surfaces in small aircrafts. AIM (2017)
Stefano Moretti, Fabio Previdi, Fabio Todeschini, Andrea Testa
Design and evaluation of haptic interface systems for motorbike application using multibody modelling. RTSI (2017)
Alberto L. Cologni, Michele Ermidoro, Simone Formentin, Fabio Previdi
Anti-sway fixed-order control of bridge cranes with varying rope length. ICM (2017)
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)
Stefano Moretti, Yamuna Maccarana, Fabio Previdi, Michele Ermidoro
Load swing reduction in manually operated bridge cranes. RTSI (2017)
Mirko Mazzoleni, Gabriele Maroni, Fabio Previdi
Unsupervised learning of fundamental emotional states via word embeddings. SSCI (2017)
Alberto L. Cologni, Mirko Mazzoleni, Fabio Previdi
Low computational complexity control of a three-phases open-windings AC brushless motor. IECON (2016)
Yamuna Maccarana, Alberto L. Cologni, Fabio Previdi
Design of a HTML5 SCADA system. RTSI (2016)
Michele Ermidoro, Fabio Previdi
A condition assessment algorithm based on dynamic time warping for high-voltage circuit breaker. ICCA (2016)
Alberto L. Cologni, Mirko Mazzoleni, Fabio Previdi
Modeling and identification of an Electro-Hydraulic Actuator. ICCA (2016)
Paolo Sangregorio, Alberto L. Cologni, Fabio Previdi
Modular automatic generation of automation software for manufacturing machines. RTSI (2015)
Paolo Sangregorio, Alberto L. Cologni, Franklin Caleb Owen, Fabio Previdi
Remote maintenance system for semi-automated manufacturing machines. RTSI (2015)
Paolo Sangregorio, Alberto Luigi Cologni, Franklin Caleb Owen, Fabio Previdi
An integrated system for supporting remote maintenance services. ETFA (2015)
Mirko Mazzoleni, Simone Formentin, Fabio Previdi, Sergio M. Savaresi
Fault Detection via modified Principal Direction Divisive Partitioning and application to aerospace electro-mechanical actuators. CDC (2014)
Michele Ermidoro, Simone Formentin, Alberto L. Cologni, Fabio Previdi, Sergio M. Savaresi
On time-optimal anti-sway controller design for bridge cranes. ACC (2014)
Simone Formentin, Alberto L. Cologni, Fabio Previdi, Sergio M. Savaresi
On batch process control using feature extraction with application to a gravimetric blender. ACC (2014)
Fabio Previdi, Alberto L. Cologni, Matteo G. Madaschi, N. Matteuzzi, M. Nardeschi, S. Toro, Sergio M. Savaresi
Modeling and control of an electro-mechanical ballscrew actuator for vibration active damping. CCA (2014)
Simone Formentin, Alberto L. Cologni, Fabio Previdi, Sergio M. Savaresi
A Data-Driven Approach to Control of Batch Processes With an Application to a Gravimetric Blender. IEEE Trans. Ind. Electron. 61 (11) (2014)
Matteo G. Madaschi, E. Gryazina, Alberto Luigi Cologni, Cristiano Spelta, Fabio Previdi, Sergio Matteo Savaresi, I. Pesenti
Robust control of magnetic guidance lightweight AGVs path tracking using randomization methods. ECC (2013)
P. Spagnol, Christian Klauer, Fabio Previdi, Jörg Raisch, Thomas Schauer
Modeling and online-identification of electrically stimulated antagonistic muscles for horizontal shoulder abduction and adduction. ECC (2013)
Alberto L. Cologni, Damiano Belloli, Matteo G. Madaschi, Fabio Previdi, Sergio M. Savaresi, D. Cazzola
Closed-loop control of a vibrant duct gravimetric feeder. ICCA (2011)
Cristiano Spelta, Fabio Previdi, Sergio M. Savaresi, Diego Delvecchio, Simone Tremolada
Semi-active control of cab suspension in an agricultural tractor via magneto-rheological actuator. ICCA (2011)
Fabio Previdi, F. Fico, Damiano Belloli, Sergio M. Savaresi, I. Pesenti, Cristiano Spelta
Virtual Reference Feedback Tuning (VRFT) of velocity controller in self-balancing industrial manual manipulators. ACC (2010)
Cristiano Spelta, Fabio Previdi, Sergio M. Savaresi, Paolo Bolzern, Maurizio Cutini, Carlo Bisaglia
A novel control strategy for semi-active suspensions with variable damping and stiffness. ACC (2010)
Cristiano Spelta, Sergio M. Savaresi, Fabio Previdi, Francesco Galli, Simone Tremolada
Modeling and identification of vertical dynamics of an agricultural machine. CCA/ISIC (2009)
Cristiano Spelta, Fabio Previdi, Damiano Belloli, Matteo G. Madaschi, Enrico Silani, Fabio D'Adamo, Francesco Faginoli, Sergio M. Savaresi
Active vibration control of a kitchen hood via piezoelectric patch. CCA/ISIC (2009)
Cristiano Spelta, Maurizio Cutini, Simone A. Bertinotti, Sergio M. Savaresi, Fabio Previdi, Carlo Bisaglia, Paolo Bolzern
A new concept of semi-active suspension with controllable damper and spring. ECC (2009)
Fabio Previdi, Sergio M. Savaresi, Paolo Guazzoni, Luisa Zetta
Classification of light charged particles in a nuclear physics experiment. CCA (2008)
Mara Tanelli, Fabio Codeca, Sergio M. Savaresi, Francesco Taroni, Fabio Previdi
On Transmission-Ratio Computation for the Control of a Continously Variable Transmission in Agricultural Tractors. ACC (2007)
Fabio Previdi, Maurizio Ferrarin, Ilaria Carpinella, Sergio M. Savaresi
Modelling and control of a device for rehabilitation of paraplegic patients. ACC (2007)
Fabio Previdi, Sergio M. Savaresi, Corrado Volpi
A numerical model of the weft yarn filling insertion process in rapier looms. ACC (2006)
Fabio Previdi, Sergio M. Savaresi, Paolo Guazzoni, Luisa Zetta
Light charged particle classification using subspace identification methods and neural networks. ACC (2006)
Sergio M. Savaresi, Mara Tanelli, Sergio Bittanti, Alberto Mangili, Francesco Taroni, Fabio Previdi
Control of power-shuttle motion-inverter. ACC (2005)
Fabio Previdi, Thomas Schauer, Sergio M. Savaresi, Kenneth J. Hunt
Data-driven control design for neuroprotheses: a virtual reference feedback tuning (VRFT) approach. IEEE Trans. Control. Syst. Technol. 12 (1) (2004)
Fabio Previdi
Discussion on: "Modeling Identification and Compensation of Complex Hysteretic Nonlinearities. A Modified Prandtl - Ishlinskii Approach". Eur. J. Control 9 (4) (2003)
Sergio M. Savaresi, Francesco Taroni, Fabio Previdi, Sergio Bittanti
Controllers tuning in a power-split continuously variable transmission. ECC (2003)
Fabio Previdi, Emanuele Carpanzano
Design of a gain scheduling controller for knee-joint angle control by using functional electrical stimulation. IEEE Trans. Control. Syst. Technol. 11 (3) (2003)
Fabio Previdi, Simona Sacone, Thomas Parisini
A receding-horizon multiple model based control scheme for nonlinear systems. CDC (2003)
Fabio Previdi, V. Quagline, Sergio Bittanti, R. Contro
Black-box characterization of soft connective biological tissues. ECC (2001)
Fabio Previdi, Marco Lovera
Identification of a class of nonlinear parametrically varying models. ECC (2001)
Fabio Previdi, Thomas Schauer, Andrea Lecchini, Sergio M. Savaresi, Kenneth J. Hunt
Virtual reference feedback tuning for knee joint position control using functional electrical stimulation. ECC (2001)
Marco Lovera, Fabio Previdi
Identification of linear models for the dynamics of a photodetector. ECC (1999)
Fabio Previdi, Emanuele Carpanzano, C. Cirillo
Application of a gain scheduling control strategy to artificial stimulation of the quadriceps muscle. ECC (1999)
Fabio Previdi, Marco Lovera
Identification of a class of linear models with nonlinearly varying parameters. ECC (1999)