Fabio Previdi

Orcid: 0000-0002-3713-7727

According to our database1, Fabio Previdi authored at least 73 papers between 1999 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Robust data-driven design of a jamming detection filter for airborne electromechanical actuators.
Eur. J. Control, January, 2024

CHoKI-based MPC for blood glucose regulation in Artificial Pancreas.
CoRR, 2024

2023
GLISp-r: a preference-based optimization algorithm with convergence guarantees.
Comput. Optim. Appl., September, 2023

Determining the Importance of Physicochemical Properties in the Perceived Quality of Wines.
IEEE Access, 2023

CHoKI-Based MPC for Blood Glucose Regulation in Artificial Pancreas with Probabilistic Constraints.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Notch Filter Design with Stability Guarantees for Mechanical Resonance Suppression in SISO LTI Two-Mass Drive Systems.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

Model Uncertainty-Aware Residual Generators for SISO LTI Systems Based on Kernel Identification and Randomized Approaches.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
Kernel-based identification of asymptotically stable continuous-time linear dynamical systems.
Int. J. Control, 2022

A kernel-based control approach for multi-period assets allocation based on lower partial moments.
Eng. Appl. Artif. Intell., 2022

A unified surrogate-based scheme for black-box and preference-based optimization.
CoRR, 2022

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., 2022

Kernel-based system identification with manifold regularization: A Bayesian perspective.
Autom., 2022

2021
Automatic Vehicle Model Recognition and Lateral Position Estimation Based on Magnetic Sensors.
IEEE Trans. Intell. Transp. Syst., 2021

A Note on the Numerical Solutions of Kernel-Based Learning Problems.
IEEE Trans. Autom. Control., 2021

Inertial load classification of low-cost electro-mechanical systems under dataset shift with fast end of line testing.
Eng. Appl. Artif. Intell., 2021

Tiny defects identification of mechanical components in die-cast aluminum using artificial neural networks for micro-controllers.
Proceedings of the IEEE International Conference on Consumer Electronics, 2021

2020
Black-box continuous-time transfer function estimation with stability guarantees: a kernel-based approach.
Proceedings of the 2nd Annual Conference on Learning for Dynamics and Control, 2020

Enhanced kernels for nonparametric identification of a class of nonlinear systems.
Proceedings of the 18th European Control Conference, 2020

2019
Nonlinear system identification via data augmentation.
Syst. Control. Lett., 2019

Classification algorithms analysis for brain-computer interface in drug craving therapy.
Biomed. Signal Process. Control., 2019

Experimental Development of a Health Monitoring Method for Electro-Mechanical Actuators of Flight Control Primary Surfaces in More Electric Aircrafts.
IEEE Access, 2019

Partially Structured Robotic Picking for Automation of Tomato Transplantation.
Proceedings of the IEEE International Conference on Mechatronics, 2019

A robust design strategy for stock trading via feedback control.
Proceedings of the 17th European Control Conference, 2019

2018
A Computer Vision Algorithm for the Estimation of the Human Hair Diameter.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018

Development and Experimental Testing of a Health Monitoring System of Electro-Mechanical Actuators for Small Airplanes.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Stock Trading Via Feedback Control: an Extremum Seeking Approach.
Proceedings of the 26th Mediterranean Conference on Control and Automation, 2018

Semi-supervised learning of dynamical systems: a preliminary study.
Proceedings of the 16th European Control Conference, 2018

Classification of Light Charged Particles Via Learning-Based System Identification.
Proceedings of the 57th IEEE Conference on Decision and Control, 2018

Condition Monitoring of Electro-Mechanical Actuators for Aerospace Using Batch Change Detection Algorithms.
Proceedings of the IEEE Conference on Control Technology and Applications, 2018

2017
Unsupervised learning of fundamental emotional states via word embeddings.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Automated detection, extraction and counting of acne lesions for automatic evaluation and tracking of acne severity.
Proceedings of the 2017 IEEE Symposium Series on Computational Intelligence, 2017

Design and evaluation of haptic interface systems for motorbike application using multibody modelling.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Load swing reduction in manually operated bridge cranes.
Proceedings of the 3rd IEEE International Forum on Research and Technologies for Society and Industry, 2017

Anti-sway fixed-order control of bridge cranes with varying rope length.
Proceedings of the IEEE International Conference on Mechatronics, 2017

Development of a reliable electro-mechanical actuator for primary control surfaces in small aircrafts.
Proceedings of the IEEE International Conference on Advanced Intelligent Mechatronics, 2017

2016
Design of a HTML5 SCADA system.
Proceedings of the 2nd IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2016

Low computational complexity control of a three-phases open-windings AC brushless motor.
Proceedings of the IECON 2016, 2016

A condition assessment algorithm based on dynamic time warping for high-voltage circuit breaker.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

Modeling and identification of an Electro-Hydraulic Actuator.
Proceedings of the 12th IEEE International Conference on Control and Automation, 2016

2015
Modular automatic generation of automation software for manufacturing machines.
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

Remote maintenance system for semi-automated manufacturing machines.
Proceedings of the 1st IEEE International Forum on Research and Technologies for Society and Industry Leveraging a better tomorrow, 2015

An integrated system for supporting remote maintenance services.
Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014
A Data-Driven Approach to Control of Batch Processes With an Application to a Gravimetric Blender.
IEEE Trans. Ind. Electron., 2014

Fault Detection via modified Principal Direction Divisive Partitioning and application to aerospace electro-mechanical actuators.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

On batch process control using feature extraction with application to a gravimetric blender.
Proceedings of the American Control Conference, 2014

On time-optimal anti-sway controller design for bridge cranes.
Proceedings of the American Control Conference, 2014

Modeling and control of an electro-mechanical ballscrew actuator for vibration active damping.
Proceedings of the 2014 IEEE Conference on Control Applications, 2014

2013
Modeling and online-identification of electrically stimulated antagonistic muscles for horizontal shoulder abduction and adduction.
Proceedings of the 12th European Control Conference, 2013

Robust control of magnetic guidance lightweight AGVs path tracking using randomization methods.
Proceedings of the 12th European Control Conference, 2013

2011
Semi-active control of cab suspension in an agricultural tractor via magneto-rheological actuator.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

Closed-loop control of a vibrant duct gravimetric feeder.
Proceedings of the 9th IEEE International Conference on Control and Automation, 2011

2010
A novel control strategy for semi-active suspensions with variable damping and stiffness.
Proceedings of the American Control Conference, 2010

Virtual Reference Feedback Tuning (VRFT) of velocity controller in self-balancing industrial manual manipulators.
Proceedings of the American Control Conference, 2010

2009
A new concept of semi-active suspension with controllable damper and spring.
Proceedings of the 10th European Control Conference, 2009

Modeling and identification of vertical dynamics of an agricultural machine.
Proceedings of the IEEE International Conference on Control Applications, 2009

Active vibration control of a kitchen hood via piezoelectric patch.
Proceedings of the IEEE International Conference on Control Applications, 2009

2008
Classification of light charged particles in a nuclear physics experiment.
Proceedings of the IEEE International Conference on Control Applications, 2008

2007
On Transmission-Ratio Computation for the Control of a Continously Variable Transmission in Agricultural Tractors.
Proceedings of the American Control Conference, 2007

Modelling and control of a device for rehabilitation of paraplegic patients.
Proceedings of the American Control Conference, 2007

2006
A numerical model of the weft yarn filling insertion process in rapier looms.
Proceedings of the American Control Conference, 2006

Light charged particle classification using subspace identification methods and neural networks.
Proceedings of the American Control Conference, 2006

2005
Control of power-shuttle motion-inverter.
Proceedings of the American Control Conference, 2005

2004
Data-driven control design for neuroprotheses: a virtual reference feedback tuning (VRFT) approach.
IEEE Trans. Control. Syst. Technol., 2004

2003
Design of a gain scheduling controller for knee-joint angle control by using functional electrical stimulation.
IEEE Trans. Control. Syst. Technol., 2003

Discussion on: "Modeling Identification and Compensation of Complex Hysteretic Nonlinearities. A Modified Prandtl - Ishlinskii Approach".
Eur. J. Control, 2003

Controllers tuning in a power-split continuously variable transmission.
Proceedings of the 7th European Control Conference, 2003

A receding-horizon multiple model based control scheme for nonlinear systems.
Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

2001
Virtual reference feedback tuning for knee joint position control using functional electrical stimulation.
Proceedings of the 6th European Control Conference, 2001

Black-box characterization of soft connective biological tissues.
Proceedings of the 6th European Control Conference, 2001

Identification of a class of nonlinear parametrically varying models.
Proceedings of the 6th European Control Conference, 2001

1999
Identification of a class of linear models with nonlinearly varying parameters.
Proceedings of the 5th European Control Conference, 1999

Application of a gain scheduling control strategy to artificial stimulation of the quadriceps muscle.
Proceedings of the 5th European Control Conference, 1999

Identification of linear models for the dynamics of a photodetector.
Proceedings of the 5th European Control Conference, 1999


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