SMARRA, FRANCESCO
SMARRA, FRANCESCO
Dipartimento di Ingegneria e scienze dell'informazione e matematica
Stability analysis of switched ARX models and application to learning with guarantees
2022-01-01 De Iuliis, V.; Smarra, F.; Manes, C.; D'Innocenzo, A.
Reduced SARX modeling and control via Regression Trees
2022-01-01 Reyes, L. F. F.; Smarra, F.; D’Innocenzo, A.
Modeling and Control of Priority Queueing in Software Defined Networks via Machine Learning
2022-01-01 Reticcioli, E.; Di Girolamo, G.; Smarra, F.; Torzi, A.; Graziosi, F.; D'Innocenzo, A.
Machine Learning-based Approaches Comparison for Netfiix/DAZN Streaming and Real Traffic Prediction
2022-01-01 Reticcioli, E.; Di Girolamo, G. D.; Di Carlo, C.; Smarra, F.; D'Innocenzo, A.
Learning methods for structural damage detection via entropy‐based sensors selection
2022-01-01 Smarra, Francesco; Tjen, Jimmy; D'Innocenzo, Alessandro
Data-driven efficient digital signal processing over a field trial space-division multiplexed fiber-optic transmission
2022-01-01 Reyes, L. F. F.; Smarra, F.; Ryf, R.; Hayashi, T.; Marotta, A.; Antonelli, C.; D'Innocenzo, A.
On the stability of switched arx models, with an application to learning via regression trees
2021-01-01 De Iuliis, V.; Smarra, F.; Manes, C.; D'Innocenzo, A.
A comparison of classical identification and learning-based techniques for cyber-physical systems
2021-01-01 De Iuliis, V.; Domenico Di Girolamo, G.; Smarra, F.; D'Innocenzo, A.
Learning markov models of fading channels in wireless control networks: A regression trees based approach
2021-01-01 Florenzan Reyes, L. F.; Smarra, F.; Lun, Y. Z.; D'Innocenzo, A.
Data-driven switching modeling for MPC using Regression Trees and Random Forests
2020-01-01 Smarra, F.; Domenico Di Girolamo, Giovanni; De Iuliis, V.; Jain, A.; Mangharam, R.; D'Innocenzo, Alessandro
Learning Models for Seismic-Induced Vibrations Optimal Control in Structures via Random Forests
2020-01-01 Smarra, F.; Girolamo, G. D. D.; Gattulli, V.; Graziosi, F.; D'Innocenzo, A.
Learning markov jump affine systems via regression trees for MPC
2020-01-01 Smarra, F.; D'Innocenzo, A.
Learning SDN traffic flow accurate models to enable queue bandwidth dynamic optimization
2020-01-01 Reticcioli, E.; Di Girolamo, G. D.; Smarra, F.; Carmenini, A.; D'Innocenzo, A.; Graziosi, F.
Learning lighting models for optimal control of lighting system via experimental and numerical approach
2020-01-01 De Rubeis, T.; Smarra, F.; Gentile, N.; D'Innocenzo, A.; Ambrosini, D.; Paoletti, D.
A Novel Method For Daylight Harvesting Optimization Based On Lighting Simulation And Data-Driven Optimal Control
2020-01-01 de Rubeis, Tullio; Gentile, Niko; Smarra, Francesco; D'Innocenzo, Alessandro; Ambrosini, Dario; Paoletti, Domenica
An entropy-based sensor selection algorithm for structural damage detection
2020-01-01 Tjen, J.; Smarra, F.; D'Innocenzo, A.
Data-driven optimal predictive control of seismic induced vibrations in frame structures
2020-01-01 Di Girolamo, G. D.; Smarra, F.; Gattulli, V.; Potenza, F.; Graziosi, F.; D'Innocenzo, A.
Learning affine predictors for MPC of nonlinear systems via artificial neural networks
2020-01-01 Masti, D.; Smarra, F.; D'Innocenzo, A.; Bemporad, A.
A Hardware-in-the-Loop Framework for Urban Mobility Scenarios within the 5G Trial in L'Aquila
2020-01-01 Cinque, E.; Valentini, F.; Smarra, F.; Franchi, F.; D'Innocenzo, A.; Pratesi, M.
State of the art of cyber-physical systems security: An automatic control perspective
2019-01-01 Zacchia Lun, Yuriy; D'Innocenzo, Alessandro; Smarra, Francesco; Malavolta, Ivano; Di Benedetto, Maria Domenica