DANILO MENEGATTI

Dottorando

ciclo: XXXVI
email: menegatti@diag.uniroma1.it
telefono: (+39) 0677274034
edificio: DIAG - Dipartimento di Ingegneria Informatica Automatica e Gestionale "Antonio Ruberti"
stanza: A223




supervisore: Antonio Pietrabissa

Danilo Menegatti si è laureato in Control Engineering (Laurea Magistrale in Ingegneria Automatica) nel Luglio 2020 presso l'Università degli Studi di Roma "La Sapienza", dove dal Novembre 2020 frequenta il dottorato di ricerca ABRO in Automatica (ING/INF-04). Afferisce al Dipartimento di Ingegneria Informatica, Automatica e Gestionale Antonio Ruberti (DIAG, in precedenza Dipartimento di Informatica e Sistemistica), presso la Facoltà di Ingegneria dell'Informazione, Informatica e Statistica della Sapienza, Università di Roma. I suoi principali interessi di ricerca si basano sull'integrazione di tecniche data driven nel contesto della Teoria del Controllo.

Produzione scientifica

11573/1687920 - 2023 - Behavioural Cloning for Serious Games in Support of Pediatric Neurorehabilitation
Baldisseri, F.; Montecchiani, E.; Maiani, A.; Menegatti, D.; Giuseppi, A.; Pietrabissa, A.; Fogliati, V.; Priscoli, F. D. - 04b Atto di convegno in volume
congresso: 2023 31st Mediterranean Conference on Control and Automation (MED) (Limassol, Cyprus)
libro: 2023 31st Mediterranean Conference on Control and Automation (MED) - Proceedings - (979-8-3503-1543-1)

11573/1688918 - 2023 - Deep Neural Network Regression to Assist Non-Invasive Diagnosis of Portal Hypertension
Baldisseri, Federico; Wrona, Andrea; Menegatti, Danilo; Pietrabissa, Antonio; Battilotti, Stefano; Califano, Claudia; Cristofaro, Andrea; Di Giamberardino, Paolo; Facchinei, Francisco; Palagi, Laura; Giuseppi, Alessandro; Delli Priscoli, Francesco - 01a Articolo in rivista
rivista: HEALTHCARE (Basel : MDPI) pp. - - issn: 2227-9032 - wos: WOS:001071974300001 (0) - scopus: 2-s2.0-85172258609 (0)

11573/1703820 - 2023 - Stability of Non-Cooperative Load Balancing with Time-Varying Latency
Giuseppi, A.; Menegatti, D.; Pietrabissa, A. - 04b Atto di convegno in volume
congresso: 62nd IEEE Conference on Decision and Control, CDC 2023 (Singapore)
libro: Proceedings of the IEEE Conference on Decision and Control - (979-8-3503-0124-3; 979-8-3503-0123-6; 979-8-3503-0125-0)

11573/1687896 - 2023 - Landslide Susceptibility Prediction from Satellite Data through an Intelligent System based on Deep Learning
Giuseppi, A; Lo Porto, Lp; Wrona, A; Menegatti, D - 04b Atto di convegno in volume
congresso: 31st Mediterranean Conference on Control and Automation, MED 2023 (Limassol;Ciprus)
libro: 2023 31st Mediterranean Conference on Control and Automation (MED) - (979-8-3503-1543-1; 979-8-3503-1544-8)

11573/1692337 - 2023 - Vertically-Advised Federated Learning for Multi-Strategic Stock Predictions through Stochastic Attention-based LSTM
Menegatti, D.; Ciccarelli, E.; Viscione, M.; Giuseppi, A. - 04b Atto di convegno in volume
congresso: 2023 31st Mediterranean Conference on Control and Automation (MED) (Limassol; Cyprus)
libro: 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings - (979-8-3503-1543-1)

11573/1687919 - 2023 - CADUCEO: A Platform to Support Federated Healthcare Facilities through Artificial Intelligence
Menegatti, D.; Giuseppi, A.; Delli Priscoli, F.; Pietrabissa, A.; Di Giorgio, A.; Baldisseri, F.; Mattioni, M.; Monaco, S.; Lanari, L.; Panfili, M.; Suraci, V. - 01a Articolo in rivista
rivista: HEALTHCARE (Basel : MDPI) pp. - - issn: 2227-9032 - wos: WOS:001045408000001 (1) - scopus: 2-s2.0-85167798087 (1)

11573/1692333 - 2023 - A Discrete-Time Multi-Hop Consensus Protocol for Decentralized Federated Learning
Menegatti, D.; Giuseppi, A.; Manfredi, S.; Pietrabissa, A. - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 80613-80623 - issn: 2169-3536 - wos: WOS:001045227300001 (0) - scopus: 2-s2.0-85166325574 (0)

11573/1692338 - 2023 - Load Demand Prediction for Electric Vehicles Smart Charging through Consensus-based Federated Learning
Menegatti, D.; Pietrabissa, A.; Manfredi, S.; Giuseppi, A. - 04b Atto di convegno in volume
congresso: 2023 31st Mediterranean Conference on Control and Automation (MED) (Limassol; Cyprus)
libro: 2023 31st Mediterranean Conference on Control and Automation (MED) Proceedings - (979-8-3503-1543-1)

11573/1692019 - 2023 - Deep Image Inpainting to Support Endoscopic Procedures
Menegatti, D; Betello, F; Delli Priscoli, F; Giuseppi, A - 04b Atto di convegno in volume
congresso: 31st Mediterranean Conference on Control and Automation (MED) (Cyprus)
libro: Deep Image Inpainting to Support Endoscopic Procedures - (979-8-3503-1543-1)

11573/1692411 - 2023 - Distributed MARL with Limited Sensing for Robot Navigation Problems
Menegatti, Danilo; Giuseppi, Alessandro; Pietrabissa, Antonio - 04b Atto di convegno in volume
congresso: 22nd World Congress of the International Federation of Automatic Control (IFAC) (Yokohama; Japan)
libro: IFAC Papers-OnLine 22nd IFAC World Congress: Yokohama, Japan, July 9-14, 2023 - ()

11573/1692410 - 2023 - Hierarchical Federated Learning for Edge Intelligence through Average Consensus
Menegatti, Danilo; Manfredi, Sabato; Pietrabissa, Antonio; Poli, Cecilia; Giuseppi, Alessandro - 04b Atto di convegno in volume
congresso: 22nd IFAC World Congress (Yokohama; Japan)
libro: PROCEEDINGS of the 22nd IFAC World Congress Yokohama, Japan, July 9-14, 2023 - ()

11573/1686290 - 2023 - Frequency and characterization of cognitive impairments in patients diagnosed with paediatric central nervous system tumours: a systematic review
Sciancalepore, Francesco; Fabozzi, Francesco; Albino, Giulia; Del Baldo, Giada; Di Ruscio, Valentina; Laus, Beatrice; Menegatti, Danilo; Premuselli, Roberto; Elena Secco, Domitilla; Eugenio Tozzi, Alberto; Lacorte, Eleonora; Vanacore, Nicola; Carai, Andrea; Mastronuzzi, Angela - 01g Articolo di rassegna (Review)
rivista: FRONTIERS IN ONCOLOGY (Lausanne : Frontiers Editorial Office, 2011-) pp. - - issn: 2234-943X - wos: WOS:000999604200001 (0) - scopus: 2-s2.0-85161144754 (0)

11573/1659757 - 2022 - An integrated music and Artificial Intelligence system in support of pediatric neurorehabilitation
Baldisseri, Federico; Maiani, Arturo; Montecchiani, Edoardo; Delli Priscoli, Francesco; Giuseppi, Alessandro; Menegatti, Danilo; Fogliati, Vincenzo - 01a Articolo in rivista
rivista: HEALTHCARE (Basel : MDPI) pp. 2014- - issn: 2227-9032 - wos: WOS:000875876700001 (0) - scopus: 2-s2.0-85140592856 (1)

11573/1654506 - 2022 - Decentralized Federated Learning for Nonintrusive Load Monitoring in Smart Energy Communities
Giuseppi, A.; Manfredi, S.; Menegatti, D.; Pietrabissa, A.; Poli, C. - 04b Atto di convegno in volume
congresso: 30th Mediterranean Conference on Control and Automation, MED 2022 (Athens; Greece)
libro: Proceedings of the 2022 30th Mediterranean Conference on Control and Automation, MED 2022 - (978-1-6654-0673-4)

11573/1654507 - 2022 - Decentralised Federated Learning for Hospital Networks with application to COVID-19 Detection
Giuseppi, A.; Manfredi, S.; Menegatti, D.; Poli, C.; Pietrabissa, A. - 01a Articolo in rivista
rivista: IEEE ACCESS (Piscataway NJ: Institute of Electrical and Electronics Engineers) pp. 92681-92691 - issn: 2169-3536 - wos: WOS:000876050900001 (8) - scopus: 2-s2.0-85137607297 (8)

11573/1661494 - 2022 - An Adaptive Model Averaging Procedure for Federated Learning (AdaFed)
Giuseppi, A.; Torre, L. D.; Menegatti, D.; Priscoli, F. D.; Pietrabissa, A.; Poli, C. - 01a Articolo in rivista
rivista: JOURNAL OF ADVANCES IN INFORMATION TECHNOLOGY (Academic Publisher) pp. 539-548 - issn: 1798-2340 - wos: WOS:000904090200001 (3) - scopus: 2-s2.0-85142495739 (8)

11573/1651735 - 2022 - Model Predictive Control for Collision-free Spacecraft Formation with Artificial Potential Functions
Menegatti, Danilo; Giuseppi, Alessandro; Pietrabissa, Antonio - 04b Atto di convegno in volume
congresso: 30th Mediterranean Conference on Control and Automation (MED) (Athens; Greece)
libro: 2022 30th Mediterranean Conference on Control and Automation (MED) - (978-1-6654-0673-4; 978-1-6654-0672-7; 978-1-6654-0674-1)

11573/1652124 - 2022 - Computer-based cognitive training in children with primary brain tumours: a systematic review
Sciancalepore, Francesco; Tariciotti, Leonardo; Remoli, Giulia; Menegatti, Danilo; Carai, Andrea; Petruzzellis, Giuseppe; Miller, Kiersten; Delli Priscoli, Francesco; Giuseppi, Alessandro; Premuselli, Roberto; Eugenio Tozzi, Alberto; Mastronuzzi, Angela; Vanacore, Nicola; Lacorte, Eleonora - 01g Articolo di rassegna (Review)
rivista: CANCERS (Basel: MDPI) pp. 1-20 - issn: 2072-6694 - wos: WOS:000847142700001 (8) - scopus: 2-s2.0-85138065349 (8)

11573/1627181 - 2021 - AdaFed: Performance-based Adaptive Federated Learning
Giuseppi, Alessandro; Della Torre, Lucrezia; Menegatti, Danilo; Pietrabissa, Antonio - 04b Atto di convegno in volume
congresso: 5th International Conference on Advances in Artificial Intelligence, ICAAI 2021 (United Kingdom)
libro: ICAAI '21. Proceedings of the 5th International Conference on Advances in Artificial Intelligence - (9781450390699)

11573/1580405 - 2021 - Cognitive deficits in children with brain tumours: A project to create a software for cognitive training
Mastronuzzi, Angela; Secco, Domitilla Elena; Laus, Beatrice; Carai, Andrea; Tozzi, Alberto; Premuselli, Roberto; Delli Priscoli, Francesco; Pietrabissa, Antonio; Giuseppi, Alessandro; Menegatti, Danilo; Rizzotto, Eloisa; Garone, Giacomo; Sciancalepore, Francesco; Lacorte, Eleonora; Tariciotti, Leonardo; Remoli, Giulia; Vanacore, Nicola; Raucci, Umberto - 04d Abstract in atti di convegno
rivista: JOURNAL OF THE NEUROLOGICAL SCIENCES (Elsevier BV:PO Box 211, 1000 AE Amsterdam Netherlands:011 31 20 4853757, 011 31 20 4853642, 011 31 20 4853641, EMAIL: nlinfo-f@elsevier.nl, INTERNET: http://www.elsevier.nl, Fax: 011 31 20 4853598) pp. 161-161 - issn: 0022-510X - wos: WOS:000713637301270 (0) - scopus: (0)
congresso: World Congress of Neurology (WCN 2021) (Rome, Italy)
libro: Abstracts from the World Congress of Neurology (WCN 2021) - ()

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