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Fabrizio Dabbene
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2020 – today
- 2024
- [j52]Teodoro Alamo, Martina Mammarella, Fabrizio Dabbene, Mario Sznaier:
Tractable Approximations of LMI Robust Feasibility Sets. IEEE Control. Syst. Lett. 8: 472-477 (2024) - [j51]Gabriel O. Ferreira, André Felipe Zanella, Stefanos Bakirtzis, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe Carlo Calafiore, Ian James Wassell, Jie Zhang, Marco Fiore:
A Joint Optimization Approach for Power-Efficient Heterogeneous OFDMA Radio Access Networks. IEEE J. Sel. Areas Commun. 42(11): 3232-3245 (2024) - [j50]Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene, Maurizio Mongelli:
Conformal predictions for probabilistically robust scalable machine learning classification. Mach. Learn. 113(9): 6645-6661 (2024) - [c57]Pierluigi Francesco De Paola, Alessandro Borri, Alessia Paglialonga, Pasquale Palumbo, Fabrizio Dabbene:
Polynomial approximation of regions of attraction via occupation measures: an application to a biological autonomous system. CASE 2024: 2653-2658 - [i37]Alberto Carlevaro, Teodoro Alamo Cantarero, Fabrizio Dabbene, Maurizio Mongelli:
Conformal Predictions for Probabilistically Robust Scalable Machine Learning Classification. CoRR abs/2403.10368 (2024) - [i36]Pierluigi Francesco De Paola, Alessandro Borri, Fabrizio Dabbene, Karim Keshavjee, Pasquale Palumbo, Alessia Paglialonga:
A novel mathematical model for predicting the benefits of physical activity on type 2 diabetes progression. CoRR abs/2404.14915 (2024) - [i35]Martina Mammarella, Cesare Donati, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa:
A blended physics-based and black-box identification approach for spacecraft inertia estimation - EXTENDED VERSION. CoRR abs/2405.18186 (2024) - [i34]Valentina Breschi, Chiara Ravazzi, Paolo Frasca, Fabrizio Dabbene, Mara Tanelli:
Optimal policy design for decision problems under social influence. CoRR abs/2406.07282 (2024) - [i33]Mirko Fiacchini, Martina Mammarella, Fabrizio Dabbene:
Measured-state conditioned recursive feasibility for stochastic model predictive control. CoRR abs/2406.13522 (2024) - [i32]Cesare Donati, Martina Mammarella, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa:
First-order methods and automatic differentiation: A multi-step systems identification perspective. CoRR abs/2410.03544 (2024) - 2023
- [j49]Gabriel O. Ferreira, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe Carlo Calafiore, Marco Fiore:
Forecasting Network Traffic: A Survey and Tutorial With Open-Source Comparative Evaluation. IEEE Access 11: 6018-6044 (2023) - [j48]Sara Narteni, Marco Muselli, Fabrizio Dabbene, Maurizio Mongelli:
Trustworthy artificial intelligence classification-based equivalent bandwidth control. Comput. Commun. 209: 260-272 (2023) - [j47]Franco Blanchini, Fabrizio Dabbene, Gianfranco Fenu, Felice Andrea Pellegrino, Erica Salvato:
Model-Free Feedback Control Synthesis From Expert Demonstration. IEEE Control. Syst. Lett. 7: 1604-1609 (2023) - [j46]Pierluigi Francesco De Paola, Alessia Paglialonga, Pasquale Palumbo, Karim Keshavjee, Fabrizio Dabbene, Alessandro Borri:
The Long-Term Effects of Physical Activity on Blood Glucose Regulation: A Model to Unravel Diabetes Progression. IEEE Control. Syst. Lett. 7: 2916-2921 (2023) - [j45]Chiara Ravazzi, Francesco Bullo, Fabrizio Dabbene:
Unveiling Oligarchy in Influence Networks From Partial Information. IEEE Trans. Control. Netw. Syst. 10(3): 1279-1290 (2023) - [j44]Fabrizio Dabbene, Mark Cannon, Mohammadreza Chamanbaz, Alf J. Isaksson, Martina Mammarella, Davide M. Raimondo:
Guest Editorial Special Issue on State-of-the-Art Applications of Model Predictive Control. IEEE Trans. Control. Syst. Technol. 31(5): 1965-1970 (2023) - [c56]Martina Mammarella, Marco Giorgiutti, Fabrizio Dabbene:
Robust control techniques for geostationary satellites with rotating solar arrays. CCTA 2023: 406-411 - [c55]Sara Narteni, Alberto Carlevaro, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli:
CONFIDERAI: CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. COPA 2023: 485-487 - [c54]Davide Simeone, Marta Lenatti, Constantino Lagoa, Karim Keshavjee, Aziz Guergachi, Fabrizio Dabbene, Alessia Paglialonga:
Multi-Input Multi-Output Dynamic Modelling of Type 2 Diabetes Progression. EFMI-STC 2023: 228-232 - [i31]Alberto Carlevaro, Sara Narteni, Fabrizio Dabbene, Marco Muselli, Maurizio Mongelli:
CONFIDERAI: a novel CONFormal Interpretable-by-Design score function for Explainable and Reliable Artificial Intelligence. CoRR abs/2309.01778 (2023) - [i30]Alberto Carlevaro, Teodoro Alamo, Fabrizio Dabbene, Maurizio Mongelli:
Probabilistic Safety Regions Via Finite Families of Scalable Classifiers. CoRR abs/2309.04627 (2023) - [i29]Cesare Donati, Martina Mammarella, Fabrizio Dabbene, Carlo Novara, Constantino Lagoa:
One-shot backpropagation for multi-step prediction in physics-based system identification. CoRR abs/2310.20567 (2023) - 2022
- [j43]Martina Mammarella, Victor Mirasierra, Matthias Lorenzen, Teodoro Alamo, Fabrizio Dabbene:
Chance-constrained sets approximation: A probabilistic scaling approach. Autom. 137: 110108 (2022) - [j42]Victor Mirasierra, Martina Mammarella, Fabrizio Dabbene, Teodoro Alamo:
Prediction Error Quantification Through Probabilistic Scaling. IEEE Control. Syst. Lett. 6: 1118-1123 (2022) - [j41]Takumi Shimizu, Shunya Yamashita, Takeshi Hatanaka, Kuniaki Uto, Martina Mammarella, Fabrizio Dabbene:
Angle-Aware Coverage Control for 3-D Map Reconstruction With Drone Networks. IEEE Control. Syst. Lett. 6: 1831-1836 (2022) - [j40]Chiara Ravazzi, Francesco Malandrino, Fabrizio Dabbene:
Towards Proactive Moderation of Malicious Content via Bot Detection in Fringe Social Networks. IEEE Control. Syst. Lett. 6: 2960-2965 (2022) - [j39]Martina Mammarella, Abdulelah Altamimi, Mohammadreza Chamanbaz, Fabrizio Dabbene, Constantino Lagoa:
Fast Stochastic MPC Implementation via Policy Learning. IEEE Control. Syst. Lett. 6: 3020-3025 (2022) - [j38]Pavel Shcherbakov, Fabrizio Dabbene:
A probabilistic point of view on peak effects in linear difference equations. Eur. J. Control 63: 107-115 (2022) - [j37]Cesare Donati, Martina Mammarella, Lorenzo Comba, Alessandro Biglia, Paolo Gay, Fabrizio Dabbene:
3D Distance Filter for the Autonomous Navigation of UAVs in Agricultural Scenarios. Remote. Sens. 14(6): 1374 (2022) - [j36]Massimo Bini, Paolo Frasca, Chiara Ravazzi, Fabrizio Dabbene:
Graph Structure-Based Heuristics for Optimal Targeting in Social Networks. IEEE Trans. Control. Netw. Syst. 9(3): 1189-1201 (2022) - [j35]Valentina Breschi, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene, Mara Tanelli:
Fostering the Mass Adoption of Electric Vehicles: A Network-Based Approach. IEEE Trans. Control. Netw. Syst. 9(4): 1666-1678 (2022) - [c53]Masaya Suenaga, Takumi Shimizu, Takeshi Hatanaka, Kuniaki Uto, Martina Mammarella, Fabrizio Dabbene:
Experimental Study on Angle-aware Coverage Control with Application to 3-D Visual Map Reconstruction. CCTA 2022: 327-333 - [i28]Martina Mammarella, Cesare Donati, Takumi Shimizu, Masaya Suenaga, Lorenzo Comba, Alessandro Biglia, Kuniaki Uto, Takeshi Hatanaka, Paolo Gay, Fabrizio Dabbene:
3D Map Reconstruction of an Orchard using an Angle-Aware Covering Control Strategy. CoRR abs/2202.02758 (2022) - 2021
- [j34]Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Ergodic Opinion Dynamics Over Networks: Learning Influences From Partial Observations. IEEE Trans. Autom. Control. 66(6): 2709-2723 (2021) - [c52]Valentina Breschi, Mara Tanelli, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene:
Designing Effective Policies to Drive the Adoption of Electric Vehicles: a Data-informed Approach. MED 2021: 311-316 - [i27]Martina Mammarella, Victor Mirasierra, Matthias Lorenzen, Teodoro Alamo, Fabrizio Dabbene:
Chance constrained sets approximation: A probabilistic scaling approach - EXTENDED VERSION. CoRR abs/2101.06052 (2021) - [i26]Francesco Ferrante, Fabrizio Dabbene, Chiara Ravazzi:
On the Design of Structured Stabilizers for LTI Systems. CoRR abs/2101.06718 (2021) - [i25]Massimo Bini, Paolo Frasca, Chiara Ravazzi, Fabrizio Dabbene:
Graph structure based Heuristics for Optimal Targeting in Social Networks. CoRR abs/2105.02133 (2021) - [i24]Victor Mirasierra, Martina Mammarella, Fabrizio Dabbene, Teodoro Alamo:
Prediction error quantification through probabilistic scaling. CoRR abs/2105.14187 (2021) - 2020
- [j33]Francesco Ferrante, Fabrizio Dabbene, Chiara Ravazzi:
On the Design of Structured Stabilizers for LTI Systems. IEEE Control. Syst. Lett. 4(2): 289-294 (2020) - [j32]Martina Mammarella, Matthias Lorenzen, Elisa Capello, Hyeongjun Park, Fabrizio Dabbene, Giorgio Guglieri, Marcello Romano, Frank Allgöwer:
An Offline-Sampling SMPC Framework With Application to Autonomous Space Maneuvers. IEEE Trans. Control. Syst. Technol. 28(2): 388-402 (2020) - [c51]Martina Mammarella, Teodoro Alamo, Fabrizio Dabbene, Matthias Lorenzen:
Computationally efficient stochastic MPC: a probabilistic scaling approach. CCTA 2020: 25-30 - [c50]Mohammadreza Chamanbaz, Mario Sznaier, Constantino Lagoa, Fabrizio Dabbene:
Probabilistic Discrete Time Robust H2 Controller Design. CDC 2020: 2240-2245 - [c49]Valentina Breschi, Mara Tanelli, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene:
Social network analysis of electric vehicles adoption: a data-based approach. ICHMS 2020: 1-4 - [i23]Valentina Breschi, Mara Tanelli, Chiara Ravazzi, Silvia Carla Strada, Fabrizio Dabbene:
Social network analysis of electric vehicles adoption: a data-based approach. CoRR abs/2001.09704 (2020) - [i22]Martina Mammarella, Teodoro Alamo, Sergio Lucia, Fabrizio Dabbene:
A probabilistic validation approach for penalty function design in Stochastic Model Predictive Control. CoRR abs/2003.07241 (2020) - [i21]Martina Mammarella, Teodoro Alamo, Fabrizio Dabbene, Matthias Lorenzen:
Computationally efficient stochastic MPC: a probabilistic scaling approach. CoRR abs/2005.10572 (2020) - [i20]Chiara Ravazzi, Fabrizio Dabbene, Constantino Lagoa, Anton V. Proskurnikov:
Learning hidden influences in large-scale dynamical social networks: A data-driven sparsity-based approach. CoRR abs/2007.06713 (2020)
2010 – 2019
- 2019
- [j31]Mohammadreza Chamanbaz, Fabrizio Dabbene, Constantino M. Lagoa:
Probabilistically Robust AC Optimal Power Flow. IEEE Trans. Control. Netw. Syst. 6(3): 1135-1147 (2019) - [c48]Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Identification of Switched Autoregressive Systems from Large Noisy Data Sets. ACC 2019: 4313-4319 - [c47]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roland Bouffanais:
A Physics-Based Attack Detection Technique in Cyber-Physical Systems: A Model Predictive Control Co-Design Approach. ANZCC 2019: 18-23 - [c46]Izumi Masubuchi, Takayuki Wada, Yasumasa Fujisaki, Fabrizio Dabbene:
A New Distributed Constrained Multi-Agent Optimization Protocol with Convergence Proof via Exactness of Penalized Objective Function. ASCC 2019: 19-24 - [c45]Angelo Coluccia, Fabrizio Dabbene, Chiara Ravazzi:
Bayesian Identification of Distributed Vector AutoRegressive Processes. ECC 2019: 842-847 - [c44]Teodoro Alamo, Victor Mirasierra, Fabrizio Dabbene, Matthias Lorenzen:
Safe approximations of chance constrained sets by probabilistic scaling. ECC 2019: 1380-1385 - [c43]Antonio Longo, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe Carlo Calafiore:
Learning Political DNA in the Italian Senate. ECC 2019: 3526-3531 - [i19]Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Identification of Switched Autoregressive and Switched Autoregressive Exogenous Systems from Large Noisy Data Sets. CoRR abs/1908.11713 (2019) - [i18]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roland Bouffanais:
A Physics-Based Attack Detection Technique in Cyber-Physical Systems: A Model Predictive Control Co-Design Approach. CoRR abs/1910.03162 (2019) - 2018
- [j30]Martina Mammarella, Elisa Capello, Fabrizio Dabbene, Giorgio Guglieri:
Sample-Based SMPC for Tracking Control of Fixed-Wing UAV. IEEE Control. Syst. Lett. 2(4): 611-616 (2018) - [j29]Anton V. Proskurnikov, Chiara Ravazzi, Fabrizio Dabbene:
Dynamics and structure of social networks from a systems and control viewpoint: A survey of Roberto Tempo's contributions. Online Soc. Networks Media 7: 45-59 (2018) - [j28]Chiara Ravazzi, Roberto Tempo, Fabrizio Dabbene:
Learning Influence Structure in Sparse Social Networks. IEEE Trans. Control. Netw. Syst. 5(4): 1976-1986 (2018) - [c42]Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Randomized opinion dynamics over networks: influence estimation from partial observations. CDC 2018: 2452-2457 - [i17]Martina Mammarella, Matthias Lorenzen, Elisa Capello, Hyeongjun Park, Fabrizio Dabbene, Frank Allgöwer, Giorgio Guglieri, Marcello Romano:
An Offline-Sampling SMPC Framework with Application to Automated Space Maneuvers. CoRR abs/1803.01652 (2018) - [i16]Chiara Ravazzi, Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Randomized opinion dynamics over networks: influence estimation from partial observations. CoRR abs/1804.07220 (2018) - [i15]Sarah Hojjatinia, Constantino M. Lagoa, Fabrizio Dabbene:
Identification of Switched ARX Systems from Large Noisy Data Sets. CoRR abs/1804.07411 (2018) - [i14]Martina Mammarella, Elisa Capello, Fabrizio Dabbene:
Sample-based SMPC for tracking control of fixed-wing UAV: multi-scenario mapping. CoRR abs/1805.05879 (2018) - [i13]Mohammadreza Chamanbaz, Fabrizio Dabbene, Constantino Lagoa:
Algorithms for Optimal AC Power Flow in the Presence of Renewable Sources. CoRR abs/1811.05397 (2018) - [i12]Antonio Longo, Chiara Ravazzi, Fabrizio Dabbene, Giuseppe Carlo Calafiore:
Learning Political DNA in the Italian Senate. CoRR abs/1812.07940 (2018) - 2017
- [j27]Fabrizio Dabbene, Didier Henrion, Constantino M. Lagoa:
Simple approximations of semialgebraic sets and their applications to control. Autom. 78: 110-118 (2017) - [j26]Matthias Lorenzen, Fabrizio Dabbene, Roberto Tempo, Frank Allgöwer:
Stochastic MPC with offline uncertainty sampling. Autom. 81: 176-183 (2017) - [j25]Simone Formentin, Fabrizio Dabbene, Roberto Tempo, Luca Zaccarian, Sergio M. Savaresi:
Robust Linear Static Anti-Windup With Probabilistic Certificates. IEEE Trans. Autom. Control. 62(4): 1575-1589 (2017) - [j24]Matthias Lorenzen, Fabrizio Dabbene, Roberto Tempo, Frank Allgöwer:
Constraint-Tightening and Stability in Stochastic Model Predictive Control. IEEE Trans. Autom. Control. 62(7): 3165-3177 (2017) - [j23]Wen-Xiao Zhao, Han-Fu Chen, Roberto Tempo, Fabrizio Dabbene:
Recursive Nonparametric Identification of Nonlinear Systems With Adaptive Binary Sensors. IEEE Trans. Autom. Control. 62(8): 3959-3971 (2017) - [c41]Chiara Ravazzi, Roberto Tempo, Fabrizio Dabbene:
Influence estimation in sparse social networks. CDC 2017: 775-780 - [c40]Martina Mammarella, Elisa Capello, Matthias Lorenzen, Fabrizio Dabbene, Frank Allgöwer:
A general sampling-based SMPC approach to spacecraft proximity operations. CDC 2017: 4521-4526 - 2016
- [j22]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roberto Tempo, Venkatakrishnan Venkataramanan, Qing-Guo Wang:
Sequential Randomized Algorithms for Convex Optimization in the Presence of Uncertainty. IEEE Trans. Autom. Control. 61(9): 2565-2571 (2016) - [i11]Matthias Lorenzen, Fabrizio Dabbene, Roberto Tempo, Frank Allgöwer:
Stochastic MPC with Offline Uncertainty Sampling. CoRR abs/1606.06056 (2016) - 2015
- [j21]Alessandro Nordio, Alberto Tarable, Fabrizio Dabbene, Roberto Tempo:
Sensor Selection and Precoding Strategies for Wireless Sensor Networks. IEEE Trans. Signal Process. 63(16): 4411-4421 (2015) - [c39]Matthias Lorenzen, Frank Allgöwer, Fabrizio Dabbene, Roberto Tempo:
An improved constraint-tightening approach for Stochastic MPC. ACC 2015: 944-949 - [c38]Elisa Capello, Fabrizio Dabbene, Giorgio Guglieri, Elisabetta Punta, Roberto Tempo:
Rendez-vous and docking position tracking via sliding mode control. ACC 2015: 1893-1898 - [c37]Wen-Xiao Zhao, Han-Fu Chen, Roberto Tempo, Fabrizio Dabbene:
Recursive identification of nonparametric nonlinear systems with binary-valued output observations. CDC 2015: 121-126 - [c36]Matthias Lorenzen, Frank Allgöwer, Fabrizio Dabbene, Roberto Tempo:
Scenario-based Stochastic MPC with guaranteed recursive feasibility. CDC 2015: 4958-4963 - [r1]Fabrizio Dabbene, Roberto Tempo:
Randomized Methods for Control of Uncertain Systems. Encyclopedia of Systems and Control 2015 - [i10]Simone Formentin, Fabrizio Dabbene, Roberto Tempo, Luca Zaccarian, Sergio M. Savaresi:
Robust static anti-windup augmentation with probabilistic certificates. CoRR abs/1505.06562 (2015) - [i9]Fabrizio Dabbene, Didier Henrion, Constantino M. Lagoa, Pavel S. Shcherbakov:
Randomized Approximations of the Image Set of Nonlinear Mappings with Applications to Filtering. CoRR abs/1507.08032 (2015) - [i8]Fabrizio Dabbene, Didier Henrion, Constantino Lagoa:
Simple Approximations of Semialgebraic Sets and their Applications to Control. CoRR abs/1509.04200 (2015) - [i7]Matthias Lorenzen, Fabrizio Dabbene, Roberto Tempo, Frank Allgöwer:
Constraint-Tightening and Stability in Stochastic Model Predictive Control. CoRR abs/1511.03488 (2015) - 2014
- [j20]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roberto Tempo, Venkatakrishnan Venkataramanan, Qing-Guo Wang:
A statistical learning theory approach for uncertain linear and bilinear matrix inequalities. Autom. 50(6): 1617-1625 (2014) - [j19]Fabrizio Dabbene, Mario Sznaier, Roberto Tempo:
Probabilistic Optimal Estimation With Uniformly Distributed Noise. IEEE Trans. Autom. Control. 59(8): 2113-2127 (2014) - [j18]Diego Regruto, Fabrizio Dabbene, Daniel E. Rivera:
Guest Editorial: Special Issue on Relaxation Methods in Identification and Estimation Problems. IEEE Trans. Autom. Control. 59(11): 2869-2870 (2014) - [c35]Fabrizio Dabbene:
Dealing with the curse of dimensionality in systems and control: The randomization paradigm. CDC 2014: 2248-2256 - [c34]Simone Formentin, Fabrizio Dabbene, Roberto Tempo, Luca Zaccarian, Sergio M. Savaresi:
Scenario optimization with certificates and applications to anti-windup design. CDC 2014: 2810-2815 - [c33]Fabrizio Dabbene, Didier Henrion, Constantino Lagoa:
Uniform sample generation in semialgebraic sets. CDC 2014: 5177-5182 - [i6]Simone Formentin, Fabrizio Dabbene, Roberto Tempo, Luca Zaccarian, Sergio M. Savaresi:
Scenario optimization with certificates and applications to anti-windup design. CoRR abs/1403.5521 (2014) - [i5]Matthias Lorenzen, Frank Allgöwer, Fabrizio Dabbene, Roberto Tempo:
An Improved Constraint-Tightening Approach for Stochastic MPC. CoRR abs/1409.8183 (2014) - 2013
- [c32]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roberto Tempo, Venkatakrishnan Venkataramanan, Qing-Guo Wang:
Sequential randomized algorithms for sampled convex optimization. CACSD 2013: 182-187 - [c31]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roberto Tempo, Venkatakrishnan Venkataramanan, Qing-Guo Wang:
On the sample complexity of uncertain linear and bilinear matrix inequalities. CDC 2013: 1780-1785 - [c30]Simone Formentin, Sergio M. Savaresi, Luca Zaccarian, Fabrizio Dabbene:
Randomized analysis and synthesis of robust linear static anti-windup. CDC 2013: 4498-4503 - [c29]Yin Wang, Mario Sznaier, Fabrizio Dabbene:
A convex optimization approach to worst-case optimal sensor selection. CDC 2013: 6353-6358 - [c28]Fabrizio Dabbene, Didier Henrion:
Set approximation via minimum-volume polynomial sublevel sets. ECC 2013: 1114-1119 - [c27]Alberto Tarable, Alessandro Nordio, Fabrizio Dabbene, Roberto Tempo:
Anytime reliable LDPC convolutional codes for networked control over wireless channel. ISIT 2013: 2064-2068 - [i4]Alberto Tarable, Alessandro Nordio, Fabrizio Dabbene, Roberto Tempo:
Anytime Reliable LDPC Convolutional Codes for Networked Control over Wireless Channel. CoRR abs/1303.1038 (2013) - [i3]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roberto Tempo, Venkatakrishnan Venkataramanan, Qing-Guo Wang:
Sequential Randomized Algorithms for Convex Optimization in the Presence of Uncertainty. CoRR abs/1304.2222 (2013) - [i2]Mohammadreza Chamanbaz, Fabrizio Dabbene, Roberto Tempo, Venkatakrishnan Venkataramanan, Qing-Guo Wang:
A Statistical Learning Theory Approach for Uncertain Linear and Bilinear Matrix Inequalities. CoRR abs/1305.4952 (2013) - 2012
- [c26]Fabrizio Dabbene, Mario Sznaier, Roberto Tempo:
A probabilistic approach to optimal estimation part I: Problem formulation and methodology. CDC 2012: 190-195 - [c25]Fabrizio Dabbene, Mario Sznaier, Roberto Tempo:
A probabilistic approach to optimal estimation - Part II: algorithms and applications. CDC 2012: 196-201 - [i1]Fabrizio Dabbene, Mario Sznaier, Roberto Tempo:
Probabilistic Optimal Estimation and Filtering under Uncertainty. CoRR abs/1203.1429 (2012) - 2011
- [j17]Giuseppe Carlo Calafiore, Fabrizio Dabbene, Roberto Tempo:
Research on probabilistic methods for control system design. Autom. 47(7): 1279-1293 (2011) - [j16]Pavel S. Shcherbakov, Fabrizio Dabbene:
On the Generation of Random Stable Polynomials. Eur. J. Control 17(2): 145-159 (2011) - [j15]Chao Feng, Fabrizio Dabbene, Constantino M. Lagoa:
A Kinship Function Approach to Robust and Probabilistic Optimization Under Polynomial Uncertainty. IEEE Trans. Autom. Control. 56(7): 1509-1523 (2011) - 2010
- [j14]Fabrizio Dabbene, Pavel S. Shcherbakov, Boris T. Polyak:
A Randomized Cutting Plane Method with Probabilistic Geometric Convergence. SIAM J. Optim. 20(6): 3185-3207 (2010) - [c24]Fabrizio Dabbene, Constantino Lagoa, Pavel S. Shcherbakov:
On the complexity of randomized approximations of nonconvex sets. CACSD 2010: 1564-1569
2000 – 2009
- 2009
- [j13]B. Ross Barmish, Pavel S. Shcherbakov, Sheila R. Ross, Fabrizio Dabbene:
On Positivity of Polynomials: The Dilation Integral Method. IEEE Trans. Autom. Control. 54(5): 965-978 (2009) - [c23]Pavel S. Shcherbakov, Fabrizio Dabbene:
On random generation of stable polynomials. CCA/ISIC 2009: 406-411 - [c22]Fabrizio Dabbene, Chao Feng, Constantino M. Lagoa:
Robust and chance-constrained optimization under polynomial uncertainty. ACC 2009: 379-384 - [c21]Hideaki Ishii, Roberto Tempo, Er-Wei Bai, Fabrizio Dabbene:
Distributed randomized PageRank computation based on web aggregation. CDC 2009: 3026-3031 - 2008
- [j12]Constantino M. Lagoa, Fabrizio Dabbene, Roberto Tempo:
Hard Bounds on the Probability of Performance With Application to Circuit Analysis. IEEE Trans. Circuits Syst. I Regul. Pap. 55-I(10): 3178-3187 (2008) - [c20]Fabrizio Dabbene, Constantino Lagoa, Pavel S. Shcherbakov, Andrey A. Tremba:
RACT - Randomized Algorithms Control Toolbox: A Tutorial Introduction. ISIC 2008: 19 - [c19]Fabrizio Dabbene:
A randomized cutting plane scheme for convex optimization. CACSD 2008: 120-125 - [c18]Fabrizio Dabbene, Pavel S. Shcherbakov, Boris T. Polyak:
A randomized cutting plane scheme with geometric convergence: Probabilistic analysis and SDP applications. CDC 2008: 3044-3049 - 2007
- [j11]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
A probabilistic analytic center cutting plane method for feasibility of uncertain LMIs. Autom. 43(12): 2022-2033 (2007) - [j10]Giuseppe Carlo Calafiore, Fabrizio Dabbene, Roberto Tempo:
A survey of randomized algorithms for control synthesis and performance verification. J. Complex. 23(3): 301-316 (2007) - [j9]Fabrizio Dabbene, Boris T. Polyak, Roberto Tempo:
On the complete instability of interval polynomials. Syst. Control. Lett. 56(6): 431-438 (2007) - [c17]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
Probabilistic Robust Control. ACC 2007: 147-158 - [c16]Fabrizio Dabbene:
Exact Solution of Uncertain Convex Optimization Problems. ACC 2007: 2654-2659 - [c15]Fabrizio Dabbene, Pavel Shcherbakov:
Fast Computation of Dilation Integrals for Robustness Analysis. ACC 2007: 2660-2665 - [c14]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
Observer Design with Guaranteed RMS Gain for Linear Parameter Varying Jump Systems. ACC 2007: 6073-6078 - [c13]Fabrizio Dabbene, Chao Feng, Constantino Lagoa:
Robust LMIs with polynomial dependence on the uncertainty. CDC 2007: 5646-5651 - 2006
- [c12]Fabrizio Dabbene, Boris T. Polyak, Roberto Tempo:
On the Complete Instability of Interval Polynomials. CDC 2006: 3186-3191 - [c11]Fabrizio Dabbene, C. Laagoa, Roberto Tempo:
Computing Hard Bounds for Probabilistic Robustness. CDC 2006: 3210-3215 - [c10]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
An Iterative Localization Method for Probabilistic Feasibility of Uncertain LMIs. CDC 2006: 4157-4162 - 2005
- [j8]Gustavo Belforte, Fabrizio Dabbene, Paolo Gay:
LPV approximation of distributed parameter systems in environmental modelling. Environ. Model. Softw. 20(8): 1063-1070 (2005) - [j7]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
Near optimal solutions to least-squares problems with stochastic uncertainty. Syst. Control. Lett. 54(12): 1219-1232 (2005) - [c9]Fabrizio Dabbene, Paolo Gay, Nicola Sacco, Cristina Tortia:
Optimization of fresh -food supply chains in uncertain environments: an application to the meat-refrigeration process. CDC/ECC 2005: 2077-2082 - [c8]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
Average and Worst-Case Techniques in Convex Optimization with Stochastic Uncertainty. CDC/ECC 2005: 6614-6619 - 2004
- [j6]Fabrizio Dabbene:
Optimal control, an introduction: Arturo Locatelli, Birkhäuser, London, Basel, 2000, ISBN 3-7643-6408-4. Autom. 40(4): 711-712 (2004) - 2003
- [j5]Yasumasa Fujisaki, Fabrizio Dabbene, Roberto Tempo:
Probabilistic design of LPV control systems. Autom. 39(8): 1323-1337 (2003) - [j4]Fabrizio Dabbene, Paolo Gay, Boris T. Polyak:
Recursive algorithms for inner ellipsoidal approximation of convex polytopes. Autom. 39(10): 1773-1781 (2003) - [c7]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
Near optimal stochastic solutions to uncertain least square problems. ACC 2003: 3803-3808 - [c6]Giuseppe Calafiore, Fabrizio Dabbene, Roberto Tempo:
Randomized algorithms in robust control. CDC 2003: 1908-1913 - 2002
- [j3]Giuseppe Carlo Calafiore, Fabrizio Dabbene:
A probabilistic framework for problems with real structured uncertainty in systems and control. Autom. 38(8): 1265-1276 (2002) - [c5]Giuseppe Calafiore, Fabrizio Dabbene:
Randomization in ℛH∞: an approach to control design with hard/soft performance specifications. CDC 2002: 2260-2265 - 2001
- [c4]Yasumasa Fujisaki, Fabrizio Dabbene, Roberto Tempo:
Probabilistic robust design of LPV control systems. CDC 2001: 2019-2024 - [c3]Giuseppe Calafiore, Fabrizio Dabbene:
Loop gain under random feedback. CDC 2001: 5016-5019 - 2000
- [j2]Giuseppe Carlo Calafiore, Fabrizio Dabbene, Roberto Tempo:
Randomized algorithms for probabilistic robustness with real and complex structured uncertainty. IEEE Trans. Autom. Control. 45(12): 2218-2235 (2000) - [c2]Giuseppe Calafiore, Fabrizio Dabbene, Roberto Tempo:
Randomized algorithms for reduced order H∞ controller design. ACC 2000: 3837-3839 - [c1]Fabrizio Dabbene, Paolo Gay, Boris T. Polyak:
Inner ellipsoidal approximation of membership set: a fast recursive algorithm. CDC 2000: 209-211
1990 – 1999
- 1998
- [j1]Franco Blanchini, Roberto Tempo, Fabrizio Dabbene:
Computation of the minimum destabilizing volume for interval and affine families of polynomials. IEEE Trans. Autom. Control. 43(8): 1159-1163 (1998)
Coauthor Index
aka: Teodoro Alamo Cantarero
aka: Giuseppe Calafiore
aka: Constantino Lagoa
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