Optimal co-design of control, scheduling and routing in multi-hop control networks. - Francesco Smarra; Alessandro D'Innocenzo; Maria Domenica Di Benedetto (CDC, 2012)

Fault detection and isolation of malicious nodes in MIMO Multi-hop Control Networks. - Alessandro D'Innocenzo; Maria Domenica Di Benedetto; Francesco Smarra (CDC, 2013)

Fault-tolerant control of a wireless HVAC control system. - Maria Domenica Di Benedetto; Alessandro D'Innocenzo; Francesco Smarra (ISCCSP, 2014)

Further results on fault detection and isolation of malicious nodes in Multi-hop Control Networks. - Alessandro D'Innocenzo; Francesco Smarra; Maria Domenica Di Benedetto (ECC, 2015)

Approximation methods for optimal network coding in a multi-hop control network with packet losses. - Francesco Smarra; Alessandro D'Innocenzo; Maria Domenica Di Benedetto (ECC, 2015)

Resilient stabilization of Multi-Hop Control Networks subject to malicious attacks. - Alessandro D'Innocenzo; Francesco Smarra; Maria Domenica Di Benedetto (Autom., 2016)

Data predictive control using regression trees and ensemble learning. - Achin Jain; Francesco Smarra; Rahul Mangharam (CDC, 2017)

Data-driven Switched Affine Modeling for Model Predictive Control. - Francesco Smarra; Achin Jain; Rahul Mangharam; Alessandro D'Innocenzo (ADHS, 2018)

Data-Driven Model Predictive Control with Regression Trees - An Application to Building Energy Management. - Achin Jain; Francesco Smarra; Madhur Behl; Rahul Mangharam (ACM Trans. Cyber Phys. Syst., 2018)

State of the art of cyber-physical systems security: An automatic control perspective. - Yuriy Zacchia Lun; Alessandro D'Innocenzo; Francesco Smarra; Ivano Malavolta; Maria Domenica Di Benedetto (J. Syst. Softw., 2019)

An entropy-based sensor selection algorithm for structural damage detection. - Jimmy Tjen; Francesco Smarra; Alessandro D'Innocenzo (CASE, 2020)

Learning SDN traffic flow accurate models to enable queue bandwidth dynamic optimization. - Enrico Reticcioli; Giovanni Domenico Di Girolamo; Francesco Smarra; Alessio Carmenini; Alessandro D'Innocenzo; Fabio Graziosi (EuCNC, 2020)

NeurOpt: Neural network based optimization for building energy management and climate control. - Achin Jain; Francesco Smarra; Enrico Reticcioli; Alessandro D'Innocenzo; Manfred Morari (L4DC, 2020)

Learning Models for Seismic-Induced Vibrations Optimal Control in Structures via Random Forests. - Francesco Smarra; Giovanni Domenico Di Girolamo; Vincenzo Gattulli; Fabio Graziosi; Alessandro D'Innocenzo (J. Optim. Theory Appl., 2020)

On the Stability of Switched ARX Models, with an Application to Learning via Regression Trees. - Vittorio De Iuliis; Francesco Smarra; Costanzo Manes; Alessandro D'Innocenzo (ADHS, 2021)

A Comparison of Classical Identification and Learning-Based Techniques for Cyber-Physical Systems. - Vittorio De Iuliis; Giovanni Domenico Di Girolamo; Francesco Smarra; Alessandro D'Innocenzo (MED, 2021)

Learning Markov models of fading channels in wireless control networks: a regression trees based approach. - Luis Felipe Florenzan Reyes; Francesco Smarra; Yuriy Zacchia Lun; Alessandro D'Innocenzo (MED, 2021)

An Edge-Based Machine Learning-Enabled Approach in Structural Health Monitoring for Public Protection. - Claudia Rinaldi; Francesco Smarra; Fabio Franchi; Alessandro D'Innocenzo (FNWF, 2022)

Reduced SARX modeling and control via Regression Trees. - Luis Felipe Florenzan Reyes; Francesco Smarra; Alessandro D'Innocenzo (ACC, 2022)

Machine Learning-based Approaches Comparison for Netfiix/DAZN Streaming and Real Traffic Prediction. - Enrico Reticcioli; Giovanni Domenico Di Girolamo; Cristhian Di Carlo; Francesco Smarra; Alessandro D'Innocenzo (GLOBECOM, 2022)

Data-driven efficient digital signal processing over a field trial space-division multiplexed fiber-optic transmission. - Luis Felipe Florenzan Reyes; Francesco Smarra; Roland Ryf; Tetsuya Hayashi; Andrea Marotta; Cristian Antonelli; Alessandro D'Innocenzo (ICCCN, 2022)

Modeling and Control of Priority Queueing in Software Defined Networks via Machine Learning. - Enrico Reticcioli; Giovanni Domenico Di Girolamo; Francesco Smarra; Angelo Torzi; Fabio Graziosi; Alessandro D'Innocenzo (IEEE Access, 2022)

CADET: Control-Aware Dynamic Edge Computing for Real-Time Target Tracking in UAV Systems. - Luis Felipe Florenzan Reyes; Francesco Smarra; Alessandro D'Innocenzo; Marco Levorato (ICASSP, 2023)

Learning Piecewise ARX Models via Regression Trees with Probabilistic Guarantees. - Alessandro D'Innocenzo; Francesco Smarra (ECC, 2024)

Optimal control over Markovian wireless communication channels under generalized packet dropout compensation. - Yuriy Zacchia Lun; Francesco Smarra; Alessandro D'Innocenzo (Autom., 2025)

Queue Modeling for Geospatial Service on Edge-Cloud Architecture. - Fabio Franchi; Fabio Graziosi; Francesco Smarra; Eleonora Di Fina (IEEE Netw. Lett., 2025)

On the Performance of Geospatial Services Deployment: An Experimental Benchmark Analysis. - Fabio Franchi; Francesco Smarra; Eleonora Di Fina; Alessandra Galassi (J. Grid Comput., 2025)