Alessandro Giuseppi - Publications, H-index & Citations

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Alessandro Giuseppi

department of computer

19H-index

99Paper Count

996Citation Count

Published Papers 20

Publication Date

Enhancing Federated Reinforcement Learning: A Consensus-based Approach for Both Homogeneous and Heterogeneous Agents

Machine Intelligence Research

IF8.7

2025-09-27

OAAI

Alessandro Giuseppi; Danilo Menegatti; Antonio Pietrabissa

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Identifying chaotic dynamics in noisy time series through multimodal deep neural networks

MACHINE LEARNING-SCIENCE AND TECHNOLOGY

IF4.6

2024-08-29

OAAI

Giuseppi, Alessandro; Menegatti, Danilo; Pietrabissa, Antonio

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Tractable Data-Driven Model Predictive Control Using One-Step Neural Networks Predictors

IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING

IF6.4

2024-01-01

OAAI

Menegatti, Danilo; Giuseppi, Alessandro; Pietrabissa, Antonio

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Stability and Wardrop Equilibria of Noncooperative Routing With Time-Varying Load

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2023-06-01

PREAI

Giuseppi, Alessandro; Pietrabissa, Antonio

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A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning

IEEE ACCESS

IF3.6

2023-01-01

OAAI

Menegatti, Danilo; Giuseppi, Alessandro; Manfredi, Sabato; Pietrabissa, Antonio

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A Weighted Average Consensus Approach for Decentralized Federated Learning

MACHINE INTELLIGENCE RESEARCH

IF8.7

2022-07-30

PREAI

Giuseppi, Alessandro; Manfredi, Sabato; Pietrabissa, Antonio

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Satellite Integration into 5G: Deep Reinforcement Learning for Network Selection

MACHINE INTELLIGENCE RESEARCH

IF8.7

2022-04-05

PREAI

De Santis, Emanuele; Giuseppi, Alessandro; Pietrabissa, Antonio; Capponi, Michael; Priscoli, Francesco Delli

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Artificial Intelligence in Classical and Quantum Photonics

LASER & PHOTONICS REVIEWS

IF10

2022-03-31

OAAI

Vernuccio, Federico; Bresci, Arianna; Cimini, Valeria; Giuseppi, Alessandro; Cerullo, Giulio; Polli, Dario; Valensise, Carlo Michele

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Decentralised Federated Learning for Hospital Networks With Application to COVID-19 Detection

IEEE ACCESS

IF3.6

2022-01-01

OAAI

Giuseppi, Alessandro; Manfredi, Sabato; Menegatti, Danilo; Poli, Cecilia; Pietrabissa, Antonio

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UAV Patrolling for Wildfire Monitoring by a Dynamic Voronoi Tessellation on Satellite Data

DRONES

IF4.8

2021-11-03

OAAI

Giuseppi, Alessandro; Germana, Roberto; Fiorini, Federico; Delli Priscoli, Francesco; Pietrabissa, Antonio

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Cognitive deficits in childrens with brain tumours: A project to create a software for cognitive training

JOURNAL OF THE NEUROLOGICAL SCIENCES

IF3.2

2021-10-01

PREAI

Mastronuzzi, Angela; Secco, Domitilla Elena; Laus, Beatrice; Carai, Andrea; Tozzi, Alberto; Premuselli, Roberto; Dellipriscoli, Francesco; Pietrabissa, Antonio; Giuseppi, Alessandro; Menegatti, Danilo; Rizzotto, Eloisa; Garone, Giacomo; Sciancalepore, Francesco; Lacorte, Eleonora; Tariciotti, Leonardo; Remoli, Giulia; Vanacore, Nicola; Raucci, Umberto

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Deep reinforcement learning control of white-light continuum generation

OPTICA

IF8.5

2021-02-10

OAAI

Valensise, Carlo M.; Giuseppi, Alessandro; Cerullo, Giulio; Polli, Dario

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Wardrop Equilibrium in Discrete-Time Selfish Routing With Time-Varying Bounded Delays

IEEE TRANSACTIONS ON AUTOMATIC CONTROL

IF7

2021-02-01

OAAI

Giuseppi, Alessandro; Pietrabissa, Antonio

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Automatic Transportation Mode Recognition on Smartphone Data Based on Deep Neural Networks

SENSORS

IF3.5

2020-12-17

OAAI

Priscoli, Francesco Delli; Giuseppi, Alessandro; Lisi, Federico

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Efficient and Risk-Aware Control of Electricity Distribution Grids

ieee open journal of circuits and systems

IF4.4

2020-09-01

OAAI

Liberati, Francesco; Di Giorgio, Alessandro; Giuseppi, Alessandro; Pietrabissa, Antonio; Delli Priscoli, Francesco

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Removing non-resonant background from CARS spectra via deep learning

APL PHOTONICS

IF5.3

2020-06-01

OAAI

Valensise, C. M.; Giuseppi, A.; Vernuccio, F.; De la Cadena, A.; Cerullo, G.; Polli, D.

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Joint Model Predictive Control of Electric and Heating Resources in a Smart Building

IEEE TRANSACTIONS ON INDUSTRY APPLICATIONS

IF4.5

2019-11-01

OAAI

Liberati, Francesco; Di Giorgio, Alessandro; Giuseppi, Alessandro; Pietrabissa, Antonio; Habib, Emanuele; Martirano, Luigi

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Lyapunov-Based Design of a Distributed Wardrop Load-Balancing Algorithm With Application to Software-Defined Networking

IEEE TRANSACTIONS ON CONTROL SYSTEMS TECHNOLOGY

IF3.9

2019-09-01

OAAI

Pietrabissa, Antonio; Celsi, Lorenzo Ricciardi; Cimorelli, Federico; Suraci, Vincenzo; Priscoli, Francesco Delli; Di Giorgio, Alessandro; Giuseppi, Alessandro; Monaco, Salvatore

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Feedback linearization-based satellite attitude control with a life-support device without communications

CONTROL ENGINEERING PRACTICE

IF4.6

2019-09-01

PREAI

Giuseppi, Alessandro; Pietrabissa, Antonio; Cilione, Samuele; Galvagni, Luigi

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Integrated protection of industrial control systems from cyber-attacks: the ATENA approach

INTERNATIONAL JOURNAL OF CRITICAL INFRASTRUCTURE PROTECTION

IF5.3

2018-06-01

PREAI

Adamsky, F.; Aubigny, M.; Battisti, F.; Carli, M.; Cimorelli, F.; Cruz, T.; Di Giorgio, A.; Foglietta, C.; Galli, A.; Giuseppi, A.; Liberati, F.; Neri, A.; Panzieri, S.; Pascucci, F.; Proenca, J.; Pucci, P.; Rosa, L.; Soua, R.

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Research Directions