Francesco Smarra

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 21

Top Topics

Energy Management

Malicious Nodes

Predictive Control

Top Venues

Publications

Alessandro D'Innocenzo, Francesco Smarra
Learning Piecewise ARX Models via Regression Trees with Probabilistic Guarantees. ECC (2024)
Luis Felipe Florenzan Reyes, Francesco Smarra, Alessandro D'Innocenzo, Marco Levorato
CADET: Control-Aware Dynamic Edge Computing for Real-Time Target Tracking in UAV Systems. ICASSP (2023)
Claudia Rinaldi, Francesco Smarra, Fabio Franchi, Alessandro D'Innocenzo
An Edge-Based Machine Learning-Enabled Approach in Structural Health Monitoring for Public Protection. FNWF (2022)
Luis Felipe Florenzan Reyes, Francesco Smarra, Alessandro D'Innocenzo
Reduced SARX modeling and control via Regression Trees. ACC (2022)
Enrico Reticcioli, G. D. Di Girolamo, C. Di Carlo, Francesco Smarra, Alessandro D'Innocenzo
Machine Learning-based Approaches Comparison for Netfiix/DAZN Streaming and Real Traffic Prediction. GLOBECOM (2022)
Enrico Reticcioli, Giovanni Domenico Di Girolamo, Francesco Smarra, Angelo Torzi, Fabio Graziosi, Alessandro D'Innocenzo
Modeling and Control of Priority Queueing in Software Defined Networks via Machine Learning. IEEE Access 10 (2022)
Luis Felipe Florenzan Reyes, Francesco Smarra, Roland Ryf, Tetsuya Hayashi, Andrea Marotta, Cristian Antonelli, Alessandro D'Innocenzo
Data-driven efficient digital signal processing over a field trial space-division multiplexed fiber-optic transmission. ICCCN (2022)
Luis Felipe Florenzan Reyes, Francesco Smarra, Yuriy Zacchia Lun, Alessandro D'Innocenzo
Learning Markov models of fading channels in wireless control networks: a regression trees based approach. MED (2021)
Vittorio De Iuliis, Francesco Smarra, Costanzo Manes, Alessandro D'Innocenzo
On the Stability of Switched ARX Models, with an Application to Learning via Regression Trees. ADHS (2021)
Vittorio De Iuliis, Giovanni Domenico Di Girolamo, Francesco Smarra, Alessandro D'Innocenzo
A Comparison of Classical Identification and Learning-Based Techniques for Cyber-Physical Systems. MED (2021)
Luis Felipe Florenzan Reyes, Francesco Smarra, Yuriy Zacchia Lun, Alessandro D'Innocenzo
Learning Markov models of fading channels in wireless control networks: a regression trees based approach. CoRR (2021)
Enrico Reticcioli, Giovanni Domenico Di Girolamo, Francesco Smarra, A. Carmenini, Alessandro D'Innocenzo, Fabio Graziosi
Learning SDN traffic flow accurate models to enable queue bandwidth dynamic optimization. EuCNC (2020)
Achin Jain, Francesco Smarra, Enrico Reticcioli, Alessandro D'Innocenzo, Manfred Morari
NeurOpt: Neural network based optimization for building energy management and climate control. L4DC (2020)
Achin Jain, Francesco Smarra, Enrico Reticcioli, Alessandro D'Innocenzo, Manfred Morari
NeurOpt: Neural network based optimization for building energy management and climate control. CoRR (2020)
Jimmy Tjen, Francesco Smarra, Alessandro D'Innocenzo
An entropy-based sensor selection algorithm for structural damage detection. CASE (2020)
Francesco Smarra, Giovanni Domenico Di Girolamo, Vincenzo Gattulli, Fabio Graziosi, Alessandro D'Innocenzo
Learning Models for Seismic-Induced Vibrations Optimal Control in Structures via Random Forests. J. Optim. Theory Appl. 187 (3) (2020)
Yuriy Zacchia Lun, Alessandro D'Innocenzo, Francesco Smarra, Ivano Malavolta, Maria Domenica Di Benedetto
State of the art of cyber-physical systems security: An automatic control perspective. J. Syst. Softw. 149 (2019)
Achin Jain, Francesco Smarra, Madhur Behl, Rahul Mangharam
Data-Driven Model Predictive Control with Regression Trees - An Application to Building Energy Management. ACM Trans. Cyber Phys. Syst. 2 (1) (2018)
Francesco Smarra, Achin Jain, Rahul Mangharam, Alessandro D'Innocenzo
Data-driven Switched Affine Modeling for Model Predictive Control. ADHS (2018)
Achin Jain, Francesco Smarra, Rahul Mangharam
Data predictive control using regression trees and ensemble learning. CDC (2017)
Alessandro D'Innocenzo, Francesco Smarra, Maria Domenica Di Benedetto
Resilient stabilization of Multi-Hop Control Networks subject to malicious attacks. Autom. 71 (2016)
Alessandro D'Innocenzo, Francesco Smarra, Maria Domenica Di Benedetto
Further results on fault detection and isolation of malicious nodes in Multi-hop Control Networks. ECC (2015)
Francesco Smarra, Alessandro D'Innocenzo, Maria Domenica Di Benedetto
Approximation methods for optimal network coding in a multi-hop control network with packet losses. ECC (2015)
Maria Domenica Di Benedetto, Alessandro D'Innocenzo, Francesco Smarra
Fault-tolerant control of a wireless HVAC control system. ISCCSP (2014)
Alessandro D'Innocenzo, Maria Domenica Di Benedetto, Francesco Smarra
Fault detection and isolation of malicious nodes in MIMO Multi-hop Control Networks. CDC (2013)
Francesco Smarra, Alessandro D'Innocenzo, Maria Domenica Di Benedetto
Optimal co-design of control, scheduling and routing in multi-hop control networks CoRR (2012)
Francesco Smarra, Alessandro D'Innocenzo, Maria Domenica Di Benedetto
Optimal co-design of control, scheduling and routing in multi-hop control networks. CDC (2012)