Fabrizio Dabbene

Maurizio Mongelli

CoRR, 2024

2023

Guest Editorial Special Issue on State-of-the-Art Applications of Model Predictive Control.

[BibT_eX]

[DOI]

Mark Cannon

Alf Isaksson

Davide M. Raimondo

IEEE Trans. Control. Syst. Technol., September, 2023

Unveiling Oligarchy in Influence Networks From Partial Information.

[BibT_eX]

[DOI]

Francesco Bullo

Pierluigi Francesco De Paola

IEEE Trans. Control. Netw. Syst., September, 2023

Trustworthy artificial intelligence classification-based equivalent bandwidth control.

[BibT_eX]

[DOI]

Comput. Commun., September, 2023

The Long-Term Effects of Physical Activity on Blood Glucose Regulation: A Model to Unravel Diabetes Progression.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2023

Model-Free Feedback Control Synthesis From Expert Demonstration.

[BibT_eX]

[DOI]

Franco Blanchini

Gianfranco Fenu

Felice Andrea Pellegrino

Erica Salvato

IEEE Control. Syst. Lett., 2023

One-shot backpropagation for multi-step prediction in physics-based system identification.

[BibT_eX]

[DOI]

CoRR, 2023

Probabilistic Safety Regions Via Finite Families of Scalable Classifiers.

[BibT_eX]

[DOI]

CoRR, 2023

CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence.

[BibT_eX]

[DOI]

CoRR, 2023

Forecasting Network Traffic: A Survey and Tutorial With Open-Source Comparative Evaluation.

[BibT_eX]

[DOI]

Gabriel O. Ferreira

Marco Fiore

IEEE Access, 2023

CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence.

[BibT_eX]

[DOI]

Proceedings of the Conformal and Probabilistic Prediction with Applications, 2023

Robust control techniques for geostationary satellites with rotating solar arrays.

[BibT_eX]

[DOI]

Marco Giorgiutti

Proceedings of the IEEE Conference on Control Technology and Applications, 2023

2022

Fostering the Mass Adoption of Electric Vehicles: A Network-Based Approach.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2022

Graph Structure-Based Heuristics for Optimal Targeting in Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2022

3D Distance Filter for the Autonomous Navigation of UAVs in Agricultural Scenarios.

[BibT_eX]

[DOI]

Remote. Sens., 2022

A probabilistic point of view on peak effects in linear difference equations.

[BibT_eX]

[DOI]

Pavel Shcherbakov

Eur. J. Control, 2022

Angle-Aware Coverage Control for 3-D Map Reconstruction With Drone Networks.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Towards Proactive Moderation of Malicious Content via Bot Detection in Fringe Social Networks.

[BibT_eX]

[DOI]

Francesco Malandrino

IEEE Control. Syst. Lett., 2022

Prediction Error Quantification Through Probabilistic Scaling.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2022

Fast Stochastic MPC Implementation via Policy Learning.

[BibT_eX]

[DOI]

Abdulelah Altamimi

IEEE Control. Syst. Lett., 2022

3D Map Reconstruction of an Orchard using an Angle-Aware Covering Control Strategy.

[BibT_eX]

[DOI]

CoRR, 2022

Chance-constrained sets approximation: A probabilistic scaling approach.

[BibT_eX]

[DOI]

Autom., 2022

Experimental Study on Angle-aware Coverage Control with Application to 3-D Visual Map Reconstruction.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Control Technology and Applications, 2022

2021

Ergodic Opinion Dynamics Over Networks: Learning Influences From Partial Observations.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2021

Chance constrained sets approximation: A probabilistic scaling approach - EXTENDED VERSION.

[BibT_eX]

[DOI]

CoRR, 2021

Designing Effective Policies to Drive the Adoption of Electric Vehicles: a Data-informed Approach.

[BibT_eX]

[DOI]

Proceedings of the 29th Mediterranean Conference on Control and Automation, 2021

2020

An Offline-Sampling SMPC Framework With Application to Autonomous Space Maneuvers.

[BibT_eX]

[DOI]

IEEE Trans. Control. Syst. Technol., 2020

On the Design of Structured Stabilizers for LTI Systems.

[BibT_eX]

[DOI]

Francesco Ferrante

IEEE Control. Syst. Lett., 2020

Learning hidden influences in large-scale dynamical social networks: A data-driven sparsity-based approach.

[BibT_eX]

[DOI]

Anton V. Proskurnikov

CoRR, 2020

A probabilistic validation approach for penalty function design in Stochastic Model Predictive Control.

[BibT_eX]

[DOI]

CoRR, 2020

Social network analysis of electric vehicles adoption: a data-based approach.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Human-Machine Systems, 2020

Probabilistic Discrete Time Robust H2 Controller Design.

[BibT_eX]

[DOI]

Proceedings of the 59th IEEE Conference on Decision and Control, 2020

Computationally efficient stochastic MPC: a probabilistic scaling approach.

[BibT_eX]

[DOI]

Proceedings of the 2020 IEEE Conference on Control Technology and Applications, 2020

2019

Probabilistically Robust AC Optimal Power Flow.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2019

Identification of Switched Autoregressive and Switched Autoregressive Exogenous Systems from Large Noisy Data Sets.

[BibT_eX]

[DOI]

Sarah Hojjatinia

CoRR, 2019

Learning Political DNA in the Italian Senate.

[BibT_eX]

[DOI]

Antonio Longo

Proceedings of the 17th European Control Conference, 2019

Bayesian Identification of Distributed Vector AutoRegressive Processes.

[BibT_eX]

[DOI]

Angelo Coluccia

Proceedings of the 17th European Control Conference, 2019

Safe approximations of chance constrained sets by probabilistic scaling.

[BibT_eX]

[DOI]

Proceedings of the 17th European Control Conference, 2019

A New Distributed Constrained Multi-Agent Optimization Protocol with Convergence Proof via Exactness of Penalized Objective Function.

[BibT_eX]

[DOI]

Proceedings of the 12th Asian Control Conference, 2019

A Physics-Based Attack Detection Technique in Cyber-Physical Systems: A Model Predictive Control Co-Design Approach.

[BibT_eX]

[DOI]

Roland Bouffanais

Proceedings of the 2019 Australian & New Zealand Control Conference (ANZCC), 2019

Identification of Switched Autoregressive Systems from Large Noisy Data Sets.

[BibT_eX]

[DOI]

Sarah Hojjatinia

Proceedings of the 2019 American Control Conference, 2019

2018

Learning Influence Structure in Sparse Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Control. Netw. Syst., 2018

Dynamics and structure of social networks from a systems and control viewpoint: A survey of Roberto Tempo's contributions.

[BibT_eX]

[DOI]

Anton V. Proskurnikov

Online Soc. Networks Media, 2018

Sample-Based SMPC for Tracking Control of Fixed-Wing UAV.

[BibT_eX]

[DOI]

IEEE Control. Syst. Lett., 2018

Algorithms for Optimal AC Power Flow in the Presence of Renewable Sources.

[BibT_eX]

[DOI]

CoRR, 2018

Sample-based SMPC for tracking control of fixed-wing UAV: multi-scenario mapping.

[BibT_eX]

[DOI]

Elisa Capello

CoRR, 2018

Identification of Switched ARX Systems from Large Noisy Data Sets.

[BibT_eX]

[DOI]

Sarah Hojjatinia

CoRR, 2018

An Offline-Sampling SMPC Framework with Application to Automated Space Maneuvers.

[BibT_eX]

[DOI]

CoRR, 2018

Randomized opinion dynamics over networks: influence estimation from partial observations.

[BibT_eX]

[DOI]

Proceedings of the 57th IEEE Conference on Decision and Control, 2018

2017

Recursive Nonparametric Identification of Nonlinear Systems With Adaptive Binary Sensors.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Constraint-Tightening and Stability in Stochastic Model Predictive Control.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Robust Linear Static Anti-Windup With Probabilistic Certificates.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2017

Stochastic MPC with offline uncertainty sampling.

[BibT_eX]

[DOI]

Autom., 2017

Simple approximations of semialgebraic sets and their applications to control.

[BibT_eX]

[DOI]

Didier Henrion

Autom., 2017

Influence estimation in sparse social networks.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

A general sampling-based SMPC approach to spacecraft proximity operations.

[BibT_eX]

[DOI]

Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016

Sequential Randomized Algorithms for Convex Optimization in the Presence of Uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2016

2015

Randomized Methods for Control of Uncertain Systems.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Systems and Control, 2015

Sensor Selection and Precoding Strategies for Wireless Sensor Networks.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Robust static anti-windup augmentation with probabilistic certificates.

[BibT_eX]

[DOI]

CoRR, 2015

Randomized Approximations of the Image Set of Nonlinear Mappings with Applications to Filtering.

[BibT_eX]

[DOI]

CoRR, 2015

Recursive identification of nonparametric nonlinear systems with binary-valued output observations.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

Scenario-based Stochastic MPC with guaranteed recursive feasibility.

[BibT_eX]

[DOI]

Proceedings of the 54th IEEE Conference on Decision and Control, 2015

An improved constraint-tightening approach for Stochastic MPC.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

Rendez-vous and docking position tracking via sliding mode control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2015

2014

Guest Editorial: Special Issue on Relaxation Methods in Identification and Estimation Problems.

[BibT_eX]

[DOI]

Diego Regruto

Daniel E. Rivera

IEEE Trans. Autom. Control., 2014

Probabilistic Optimal Estimation With Uniformly Distributed Noise.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2014

A statistical learning theory approach for uncertain linear and bilinear matrix inequalities.

[BibT_eX]

[DOI]

Autom., 2014

Scenario optimization with certificates and applications to anti-windup design.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Uniform sample generation in semialgebraic sets.

[BibT_eX]

[DOI]

Didier Henrion

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

Dealing with the curse of dimensionality in systems and control: The randomization paradigm.

[BibT_eX]

[DOI]

Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013

Anytime reliable LDPC convolutional codes for networked control over wireless channel.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Information Theory, 2013

Set approximation via minimum-volume polynomial sublevel sets.

[BibT_eX]

[DOI]

Didier Henrion

Proceedings of the 12th European Control Conference, 2013

A convex optimization approach to worst-case optimal sensor selection.

[BibT_eX]

[DOI]

Yin Wang

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Randomized analysis and synthesis of robust linear static anti-windup.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

On the sample complexity of uncertain linear and bilinear matrix inequalities.

[BibT_eX]

[DOI]

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

Sequential randomized algorithms for sampled convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 2013 IEEE International Symposium on Computer-Aided Control System Design, 2013

2012

Probabilistic Optimal Estimation and Filtering under Uncertainty

[BibT_eX]

[DOI]

CoRR, 2012

A probabilistic approach to optimal estimation - Part II: algorithms and applications.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

A probabilistic approach to optimal estimation part I: Problem formulation and methodology.

[BibT_eX]

[DOI]

Proceedings of the 51th IEEE Conference on Decision and Control, 2012

2011

A Kinship Function Approach to Robust and Probabilistic Optimization Under Polynomial Uncertainty.

[BibT_eX]

[DOI]

Chao Feng

IEEE Trans. Autom. Control., 2011

On the Generation of Random Stable Polynomials.

[BibT_eX]

[DOI]

Eur. J. Control, 2011

Research on probabilistic methods for control system design.

[BibT_eX]

[DOI]

Autom., 2011

2010

A Randomized Cutting Plane Method with Probabilistic Geometric Convergence.

[BibT_eX]

[DOI]

SIAM J. Optim., 2010

On the complexity of randomized approximations of nonconvex sets.

[BibT_eX]

[DOI]

Proceedings of the 2010 IEEE International Symposium on Computer-Aided Control System Design, 2010

2009

On Positivity of Polynomials: The Dilation Integral Method.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2009

Distributed randomized PageRank computation based on web aggregation.

[BibT_eX]

[DOI]

Proceedings of the 48th IEEE Conference on Decision and Control, 2009

Robust and chance-constrained optimization under polynomial uncertainty.

[BibT_eX]

[DOI]

Chao Feng

Proceedings of the American Control Conference, 2009

On random generation of stable polynomials.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Control Applications, 2009

2008

Hard Bounds on the Probability of Performance With Application to Circuit Analysis.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. I Regul. Pap., 2008

A randomized cutting plane scheme with geometric convergence: Probabilistic analysis and SDP applications.

[BibT_eX]

[DOI]

Proceedings of the 47th IEEE Conference on Decision and Control, 2008

A randomized cutting plane scheme for convex optimization.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Computer-Aided Control Systems, 2008

RACT - Randomized Algorithms Control Toolbox: A Tutorial Introduction.

[BibT_eX]

[DOI]

Proceedings of the 2008 IEEE International Symposium on Intelligent Control, 2008

2007

On the complete instability of interval polynomials.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2007

A survey of randomized algorithms for control synthesis and performance verification.

[BibT_eX]

[DOI]

J. Complex., 2007

A probabilistic analytic center cutting plane method for feasibility of uncertain LMIs.

[BibT_eX]

[DOI]

Autom., 2007

Robust LMIs with polynomial dependence on the uncertainty.

[BibT_eX]

[DOI]

Chao Feng

Proceedings of the 46th IEEE Conference on Decision and Control, 2007

Exact Solution of Uncertain Convex Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

Fast Computation of Dilation Integrals for Robustness Analysis.

[BibT_eX]

[DOI]

Pavel Shcherbakov

Proceedings of the American Control Conference, 2007

Observer Design with Guaranteed RMS Gain for Linear Parameter Varying Jump Systems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

Probabilistic Robust Control.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2007

2006

Computing Hard Bounds for Probabilistic Robustness.

[BibT_eX]

[DOI]

C. Laagoa

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

An Iterative Localization Method for Probabilistic Feasibility of Uncertain LMIs.

[BibT_eX]

[DOI]

Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005

Near optimal solutions to least-squares problems with stochastic uncertainty.

[BibT_eX]

[DOI]

Syst. Control. Lett., 2005

LPV approximation of distributed parameter systems in environmental modelling.

[BibT_eX]

[DOI]

Gustavo Belforte

Paolo Gay

Environ. Model. Softw., 2005

Optimization of fresh -food supply chains in uncertain environments: an application to the meat-refrigeration process.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

Average and Worst-Case Techniques in Convex Optimization with Stochastic Uncertainty.

[BibT_eX]

[DOI]

Proceedings of the 44th IEEE IEEE Conference on Decision and Control and 8th European Control Conference Control, 2005

2004

Optimal control, an introduction: Arturo Locatelli, Birkhäuser, London, Basel, 2000, ISBN 3-7643-6408-4.

[BibT_eX]

[DOI]

Autom., 2004

2003

Probabilistic design of LPV control systems.

[BibT_eX]

[DOI]

Yasumasa Fujisaki

Autom., 2003

Recursive algorithms for inner ellipsoidal approximation of convex polytopes.

[BibT_eX]

[DOI]

Paolo Gay

Autom., 2003

Randomized algorithms in robust control.

[BibT_eX]

[DOI]

Proceedings of the 42nd IEEE Conference on Decision and Control, 2003

Near optimal stochastic solutions to uncertain least square problems.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2003

2002

A probabilistic framework for problems with real structured uncertainty in systems and control.

[BibT_eX]

[DOI]

Autom., 2002

Randomization in ℛH∞: an approach to control design with hard/soft performance specifications.

[BibT_eX]

[DOI]

Proceedings of the 41st IEEE Conference on Decision and Control, 2002

2001

Probabilistic robust design of LPV control systems.

[BibT_eX]

[DOI]

Yasumasa Fujisaki

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

Loop gain under random feedback.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE Conference on Decision and Control, 2001

2000

Randomized algorithms for probabilistic robustness with real and complex structured uncertainty.

[BibT_eX]

[DOI]

IEEE Trans. Autom. Control., 2000

Inner ellipsoidal approximation of membership set: a fast recursive algorithm.

[BibT_eX]

[DOI]

Paolo Gay

Proceedings of the 39th IEEE Conference on Decision and Control, 2000

Randomized algorithms for reduced order H∞ controller design.

[BibT_eX]

[DOI]

Proceedings of the American Control Conference, 2000

1998

Computation of the minimum destabilizing volume for interval and affine families of polynomials.

[BibT_eX]

[DOI]

Franco Blanchini