FD
Fabrizio Dabbene
cs.SYeess.SYmath.OCcs.SIcs.LGstat.MLcs.RODiabetes Mellitus, Type 2eess.SPExercise
On Valency
published · living versionsW_6gtg84rj·v1 · currentpublished
Geometric Pairwise Classification of Affine Constraints over Ellipsoidal Regions
with Igor M. L. Pataro, Martina Mammarella, Teodoro Alamo
1 version
W_ajsksq7d·v1published
Preprints & journals
65 papers in the corpus · 2012–2026Directional Conformal Uncertainty Quantification from Learned Model Discrepancy2607.29344v1 · Cesare Donati, Fabrizio Dabbene, Martina Mammarella2026 · 0 citationsarXiv
On a Coupled Adoption-Opinion Framework for Competing Innovations2601.16719v1 · Martina Alutto, Fabrizio Dabbene, Angela Fontan et al.2026 · 0 citationsarXiv
Model Predictive Control for Coupled Adoption-Opinion Dynamics2601.16722v1 · Martina Alutto, Qiulin Xu, Fabrizio Dabbene et al.2026 · 1 citationarXiv
Optimal policy design for innovation diffusion: shaping today's incentives for transforming the future2511.19143v1 · Lisa Piccinin, Valentina Breschi, Chiara Ravazzi et al.2025 · 0 citationsarXiv
Modeling and Control of Sustainable Transitions through Opinion-Behavior Coupling in Heterogeneous Networks2511.11053v1 · Martina Alutto, Sofia Bellotti, Fabrizio Dabbene et al.2025 · 0 citationsarXiv
MPC-based motion planning for non-holonomic systems in non-convex domains2510.18402v1 · Matthias Lorenzen, Teodoro Alamo, Martina Mammarella et al.2025 · 0 citationsarXiv
Modeling the cumulative benefits of regular physical activity on type 2 diabetes progression.41092821 · De Paola, Pierluigi Francesco, Borri, Alessandro, Dabbene, Fabrizio et al.2025 · 4 citationsComputers in biology and medicine. 2025;198(Pt A):111194
A kernel-based approach to physics-informed nonlinear system identification2509.07634v2 · Cesare Donati, Martina Mammarella, Giuseppe C. Calafiore et al.2025 · 2 citationsarXiv
Predictive Control Strategies for Sustaining Innovation Adoption on Multilayer Social Networks2509.01457v3 · Martina Alutto, Qiulin Xu, Fabrizio Dabbene et al.2025 · 0 citationsarXiv
Probabilistic Safety Regions via Finite Families of Adjustable Classifiers.40408201 · Carlevaro, Alberto, Alamo, Teodoro, Dabbene, Fabrizio et al.2025 · 3 citationsIEEE transactions on neural networks and learning systems. 2025;36(9):16198-16212
A Model-Based Approach for Glucose Control via Physical Activity.40380379 · de Paola, Pierluigi Francesco, Borri, Alessandro, Paglialonga, Alessia et al.2025 · 2 citationsStudies in health technology and informatics. 2025;327:27-31
Recursive feasibility for stochastic MPC and the rationale behind fixing flat tires2504.17718v1 · Mirko Fiacchini, Martina Mammarella, Fabrizio Dabbene2025 · 0 citationsarXiv
Innovation diffusion dynamics toward long-term behavioral shifts2503.13044v1 · Lisa Piccinin, Valentina Breschi, Chiara Ravazzi et al.2025 · 2 citationsarXiv
Optimal Policy Design for Repeated Decision-Making under Social Influence2503.03657v1 · Chiara Ravazzi, Valentina Breschi, Paolo Frasca et al.2025 · 3 citationsarXiv
Recovering nonlinear dynamics from non-uniform observations: A physics-based identification approach with practical case studies2502.10014v1 · Cesare Donati, Martina Mammarella, Fabrizio Dabbene et al.2025 · 2 citationsIn: Control Engineering Practice, Volume 164, 2025, 106411
Exact characterization of {\epsilon}-Safe Decision Regions for exponential family distributions and Multi Cost SVM approximation2501.17731v1 · Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene et al.2025 · 0 citationsarXiv
Closed-loop robust control of long-term diabetes progression via physical activity management2501.12892v1 · Pierluigi Francesco De Paola, Alessandro Borri, Fabrizio Dabbene et al.2025 · 0 citationsarXiv
A control system framework for counterfactuals: an optimization based approach2501.12914v1 · Pierluigi Francesco De Paola, Jared Miller, Alessandro Borri et al.2025 · 0 citationsarXiv
Power minimization and resource allocation in HetNets with uncertain channel-gains2411.05440v1 · Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene et al.2024 · 1 citationarXiv
A scalable, gradient-stable approach to multi-step, nonlinear system identification using first-order methods2410.03544v2 · Cesare Donati, Martina Mammarella, Fabrizio Dabbene et al.2024 · 0 citationsarXiv
Measured-state conditioned recursive feasibility for stochastic model predictive control2406.13522v1 · Mirko Fiacchini, Martina Mammarella, Fabrizio Dabbene2024 · 1 citationarXiv
Optimal policy design for decision problems under social influence2406.07282v2 · Valentina Breschi, Chiara Ravazzi, Paolo Frasca et al.2024 · 0 citationsarXiv
Combining Off-White and Sparse Black Models in Multi-step Physics-based Systems Identification -- EXTENDED VERSION2405.18186v2 · Cesare Donati, Martina Mammarella, Fabrizio Dabbene et al.2024 · 6 citationsIn: Automatica, Volume 179, 2025, 112409
A novel mathematical model for predicting the benefits of physical activity on type 2 diabetes progression2404.14915v1 · Pierluigi Francesco De Paola, Alessandro Borri, Fabrizio Dabbene et al.2024 · 1 citationarXiv
A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks2403.14555v2 · Gabriel O. Ferreira, Andr'e F. Zanella, Stefanos Bakirtzis et al.2024 · 6 citationsarXiv
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification2403.10368v1 · Alberto Carlevaro, Teodoro Alamo Cantarero, Fabrizio Dabbene et al.2024 · 6 citationsarXiv
One-shot backpropagation for multi-step prediction in physics-based system identification -- EXTENDED VERSION2310.20567v2 · Cesare Donati, Martina Mammarella, Fabrizio Dabbene et al.2023 · 4 citationsIn: Proceedings of 20th IFAC Symposium on System Identification (SYSID 2024), Boston, United States, July 17-19, 2024
Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression.37869847 · Simeone, Davide, Lenatti, Marta, Lagoa, Constantino et al.2023 · 0 citationsStudies in health technology and informatics. 2023;309:228-232
Probabilistic Safety Regions Via Finite Families of Scalable Classifiers2309.04627v1 · Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene et al.2023 · 0 citationsarXiv
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence2309.01778v3 · Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene et al.2023 · 3 citationsPattern Recognition, Volume 171, Part B, 2026, 112219, ISSN 0031-3203
3D Map Reconstruction of an Orchard using an Angle-Aware Covering Control Strategy2202.02758v1 · Martina Mammarella, Cesare Donati, Takumi Shimizu et al.2022 · 12 citationsarXiv
Prediction error quantification through probabilistic scaling -- EXTENDED VERSION2105.14187v2 · Victor Mirasierra, Martina Mammarella, Fabrizio Dabbene et al.2021 · 0 citationsarXiv
Graph structure based Heuristics for Optimal Targeting in Social Networks2105.02133v1 · M. Bini, P. Frasca, C. Ravazzi et al.2021 · 8 citationsarXiv
Ergodic opinion dynamics over networks: learning influences from partial observations.34219797 · Ravazzi, Chiara, Hojjatinia, Sarah, Lagoa, Constantino M et al.2022 · 18 citationsIEEE transactions on automatic control. 2021;66(6):2709-2723
On the Design of Structured Stabilizers for LTI Systems2101.06718v2 · Francesco Ferrante, Fabrizio Dabbene, Chiara Ravazzi2021 · 16 citationsIEEE Control Systems Letters, 4(2), 289-294, 2020
Chance constrained sets approximation: A probabilistic scaling approach -- EXTENDED VERSION2101.06052v2 · Martina Mammarella, Victor Mirasierra, Matthias Lorenzen et al.2021 · 3 citationsarXiv
A new metric for understanding hidden political influences from voting records.32871583 · Possieri, Corrado, Ravazzi, Chiara, Dabbene, Fabrizio et al.2020 · 4 citationsPloS one. 2020;15(9):e0238481
Learning hidden influences in large-scale dynamical social networks: A data-driven sparsity-based approach2007.06713v2 · Chiara Ravazzi, Fabrizio Dabbene, Constantino Lagoa et al.2020 · 2 citationsarXiv
Computationally efficient stochastic MPC: a probabilistic scaling approach2005.10572v1 · Martina Mammarella, Teodoro Alamo, Fabrizio Dabbene et al.2020 · 13 citationsarXiv
Identification of switched autoregressive exogenous systems from large noisy datasets.34366638 · Hojjatinia, Sarah, Lagoa, Constantino M, Dabbene, Fabrizio2021 · 20 citationsInternational journal of robust and nonlinear control. 2020;30(15):5777-5801
A probabilistic validation approach for penalty function design in Stochastic Model Predictive Control2003.07241v1 · Martina Mammarella, Teodoro Alamo, Sergio Lucia et al.2020 · 7 citationsarXiv
Social network analysis of electric vehicles adoption: a data-based approach2001.09704v1 · V. Breschi, M. Tanelli, C. Ravazzi et al.2020 · 10 citationsarXiv
A Physics-Based Attack Detection Technique in Cyber-Physical Systems: A Model Predictive Control Co-Design Approach1910.03162v1 · Mohammadreza Chamanbaz, Fabrizio Dabbene, Roland Bouffanais2019 · 12 citationsANZCC 2019, IEEE Australian & New Zealand Control Conf., November 27-29, 2019, Auckland, New Zealand, pp. 18-23
Identification of Switched Autoregressive and Switched Autoregressive Exogenous Systems from Large Noisy Data Sets1908.11713v1 · Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene2019 · 1 citationarXiv
Learning Political DNA in the Italian Senate1812.07940v1 · Antonio Longo, Chiara Ravazzi, Fabrizio Dabbene et al.2018 · 3 citationsarXiv
Algorithms for Optimal AC Power Flow in the Presence of Renewable Sources1811.05397v2 · Mohammadreza Chamanbaz, Fabrizio Dabbene, Constantino Lagoa2018 · 5 citationsarXiv
Sample-based SMPC for tracking control of fixed-wing UAV: multi-scenario mapping1805.05879v1 · Martina Mammarella, Elisa Capello, Fabrizio Dabbene2018 · 1 citationarXiv
Identification of Switched Autoregressive Systems from Large Noisy Data Sets1804.07411v2 · Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene2018 · 11 citationsarXiv
Randomized opinion dynamics over networks: influence estimation from partial observations1804.07220v1 · Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa et al.2018 · 11 citations2018 IEEE Conference on Decision and Control (CDC)
An Offline-Sampling SMPC Framework with Application to Automated Space Maneuvers1803.01652v2 · Martina Mammarella, Matthias Lorenzen, Elisa Capello et al.2018 · 2 citationsarXiv
Career total: 298 works. 65 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.