Towards Explainable Graph Neural Networks for Neurological Evaluation on EEG Signals

Authors: Protani, Andrea, Giusti, Lorenzo, Iacovelli, Chiara, Aillet, Albert Sund, Santos, Diogo Reis, Reale, Giuseppe, Zauli, Aurelia, Moci, Marco, Garbuglia, Marta, Brutti, Pierpaolo, Caliandro, Pietro, Serio, Luigi

Source: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) E-health Networking, Application & Services (HealthCom), 2024 IEEE International Conference on. :1-7 Nov, 2024

Relation: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom)

Feasibility Analysis of Federated Neural Networks for Explainable Detection of Atrial Fibrillation

Authors: Santos, Diogo Reis, Protani, Andrea, Giusti, Lorenzo, Aillet, Albert Sund, Brutti, Pierpaolo, Serio, Luigi

Source: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) E-health Networking, Application & Services (HealthCom), 2024 IEEE International Conference on. :1-4 Nov, 2024

Relation: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom)

A Federated Learning Platform as a Service for Advancing Stroke Management in European Clinical Centers

Authors: Santos, Diogo Reis, Aillet, Albert Sund, Boiano, Antonio, Milasheuski, Usevalad, Giusti, Lorenzo, Di Gennaro, Marco, Kianoush, Sanaz, Barbieri, Luca, Nicoli, Monica, Carminati, Michele, Redondi, Alessandro E. C., Savazzi, Stefano, Serio, Luigi

Source: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom) E-health Networking, Application & Services (HealthCom), 2024 IEEE International Conference on. :1-7 Nov, 2024

Relation: 2024 IEEE International Conference on E-health Networking, Application & Services (HealthCom)

A Secure and Trustworthy Network Architecture for Federated Learning Healthcare Applications

Authors: Boiano, Antonio, Di Gennaro, Marco, Barbieri, Luca, Carminati, Michele, Nicoli, Monica, Redondi, Alessandro, Milasheuski, Usevalad, Kianoush, Sanaz, Savazzi, Stefano, Aillet, Albert Sund, Santos, Diogo Reis, Serio, Luigi

Source: 2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob) Wireless and Mobile Computing, Networking and Communications (WiMob), 2024 20th International Conference on. :124-129 Oct, 2024

Relation: 2024 20th International Conference on Wireless and Mobile Computing, Networking and Communications (WiMob)

Brain MRI Screening Tool with Federated Learning

Authors: Stoklasa, Roman, Stathopoulos, Ioannis, Karavasilis, Efstratios, Efstathopoulos, Efstathios, Dostal, Marek, Kerkovsky, Milos, Kozubek, Michal, Serio, Luigi

Source: 2024 IEEE International Symposium on Biomedical Imaging (ISBI) Biomedical Imaging (ISBI), 2024 IEEE International Symposium on. :1-5 May, 2024

Relation: 2024 IEEE International Symposium on Biomedical Imaging (ISBI)

Federated GNNs for EEG-Based Stroke Assessment

Authors: Protani, Andrea, Giusti, Lorenzo, Aillet, Albert Sund, Iacovelli, Chiara, Reale, Giuseppe, Sacco, Simona, Manganotti, Paolo, Marinelli, Lucio, Santos, Diogo Reis, Brutti, Pierpaolo, Caliandro, Pietro, Serio, Luigi

Subject Terms: Computer Science - Machine Learning, Computer Science - Artificial Intelligence, Electrical Engineering and Systems Science - Signal Processing

Access URL: http://arxiv.org/abs/2411.02286

A Carbon Tracking Model for Federated Learning: Impact of Quantization and Sparsification

Authors: Barbieri, Luca, Savazzi, Stefano, Kianoush, Sanaz, Nicoli, Monica, Serio, Luigi

Source: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) Computer Aided Modeling and Design of Communication Links and Networks (CAMAD), 2023 IEEE 28th International Workshop on. :213-218 Nov, 2023

Relation: 2023 IEEE 28th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD)

Brain MRI Screening Tool with Federated Learning

Authors: Stoklasa, Roman, Stathopoulos, Ioannis, Karavasilis, Efstratios, Efstathopoulos, Efstathios, Dostál, Marek, Keřkovský, Miloš, Kozubek, Michal, Serio, Luigi

Subject Terms: Electrical Engineering and Systems Science - Image and Video Processing, Computer Science - Computer Vision and Pattern Recognition, Computer Science - Machine Learning, Quantitative Biology - Neurons and Cognition, D.2.2, H.1.2, H.5.2, I.4.8, I.4.6, I.5.1, I.5.4, J.3

Access URL: http://arxiv.org/abs/2311.14086

A Machine-Learning Based Methodology for Performance Analysis in Particles Accelerator Facilities

Authors: Gentile, Ugo, Serio, Luigi

Source: 2017 European Conference on Electrical Engineering and Computer Science (EECS) EECS Electrical Engineering and Computer Science (EECS), 2017 European Conference on. :90-95 Nov, 2017

Relation: 2017 European Conference on Electrical Engineering and Computer Science (EECS)

A Niching Augmented Evolutionary Algorithm for the Identification of Functional Dependencies in Complex Technical Infrastructures From Alarm Data

Authors: Antonello, Federico, Baraldi, Piero, Zio, Enrico, Serio, Luigi

Source: IEEE systems journal. 16(4):5777-5786

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100168854609.0x000001&indx=1&recIds=ETOCvdc_100168854609.0x000001

Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor Segmentation

Authors: Camajori Tedeschini, Bernardo, Savazzi, Stefano, Stoklasa, Roman, Barbieri, Luca, Stathopoulos, Ioannis, Nicoli, Monica, Serio, Luigi

Source: IEEE access. 10:8693-8708

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100139525115.0x000001&indx=1&recIds=ETOCvdc_100139525115.0x000001

Exploring Multi-Pathology Brain Segmentation: From Volume-Based to Component-Based Deep Learning Analysis.

Authors: Stathopoulos, Ioannis^1,2, ianstath@med.uoa.grstoklasa@fi.muni.cz, Stoklasa, Roman^2,3, luigi.serio@cern.ch, Kouri, Maria Anthi¹, mariakouri90@gmail.com, Velonakis, Georgios¹, gvelonakis@med.uoa.gr, Karavasilis, Efstratios⁴, stratoskaravasilis@yahoo.gr, Efstathopoulos, Efstathios¹, stathise@med.uoa.gr, Serio, Luigi²

Source: Journal of Imaging; Jan2025, Vol. 11 Issue 1, p6, 17p

System identification and robust anti-windup control for a helium liquifier

Authors: Na, Jing, Li, Guang, Maekawa, Ryuji, Serio, Luigi

Source: Proceedings of 2012 UKACC International Conference on Control Control (CONTROL), 2012 UKACC International Conference on. :1007-1012 Sep, 2012

Relation: 2012 UKACC International Conference on Control (CONTROL)

A novel association rule mining method for the identification of rare functional dependencies in Complex Technical Infrastructures from alarm data

Authors: Antonello, Federico, Baraldi, Piero, Shokry, Ahmed, Zio, Enrico, Gentile, Ugo, Serio, Luigi

Source: In Expert Systems With Applications 15 May 2021 170

Association rules extraction for the identification of functional dependencies in complex technical infrastructures

Authors: Antonello, Federico, Baraldi, Piero, Shokry, Ahmed, Zio, Enrico, Gentile, Ugo, Serio, Luigi

Source: In Reliability Engineering and System Safety May 2021 209

Evaluating Brain Tumor Detection with Deep Learning Convolutional Neural Networks Across Multiple MRI Modalities.

Authors: Stathopoulos, Ioannis^1,2, ianstath@med.uoa.grluigi.serio@cern.ch, Serio, Luigi², Karavasilis, Efstratios³, stratoskaravasilis@yahoo.gr, Kouri, Maria Anthi¹, mariakouri90@gmail.com, Velonakis, Georgios¹, gvelonakis@med.uoa.gr, Kelekis, Nikolaos¹, kelnik@med.uoa.gr, Efstathopoulos, Efstathios¹, stathise@med.uoa.gr

Source: Journal of Imaging; Dec2024, Vol. 10 Issue 12, p296, 16p

A Feature Selection-based Approach for the Identification of Critical Components in Complex Technical Infrastructures: Application to the CERN Large Hadron Collider

Authors: Baraldi, Piero, Castellano, Andrea, Shokry, Ahmed, Gentile, Ugo, Serio, Luigi, Zio, Enrico

Source: In Reliability Engineering and System Safety September 2020 201

The commissioning of the LHC technical systems

Authors: Saban, Roberto, Alemany-Fernandez, Reyes, Baggiolini, Vito, Ballarino, Amalia, Barbero-Soto, Esther, Bellesia, Boris, Bordry, Frederick, Bozzini, Davide, Casas-Lino, Maria-Paz, Chareyre, Vincent, Claudet, Serge, Coelingh, Gert-Jan, Dahlerup-Petersen, Knud, Denz, Reiner, Feher, Sandor, Flora, Robert, Gruwe, Magali, Kain, Verena, Kirby, Glyn, Koratzinos, Michael, Lauckner, Robin, Le Naour, Sandrine, Mess, Karl-Hubert, Millet, Francois, Montabonnet, Valerie, Nisbet, David, Perea-Solano, Blanca, Pojer, Mirko, Principe, Rosario, Rabehl, Roger, Rijllart, Adriaan, Redaelli, Stefano, Rodriguez-Mateos, Felix, Schmidt, Rudiger, Serio, Luigi, Siemko, Andrzej, Solfaroli-Camillocci, Matteo, Thiesen, Hugues, Venturini, Walter, Vergara-Fernandez, Antonio, Verweij, Arjan, Zerlauth, Markus

Source: 2007 IEEE Particle Accelerator Conference (PAC) Particle Accelerator Conference, 2007. PAC. IEEE. :3801-3803 Jun, 2007

Relation: 2007 IEEE Particle Accelerator Conference (PAC)

Survey on international standards and best practices for patch management of complex industrial control systems: the critical infrastructure of particle accelerators case study

Authors: Gentile, Ugo, Serio, Luigi

Source: International journal of critical computer-based systems. 9(1-2):115-132

Availability: http://explore.bl.uk/primo_library/libweb/action/display.do?tabs=detailsTab&gathStatTab=true&ct=display&fn=search&doc=ETOCvdc_100085000109.0x000001&indx=1&recIds=ETOCvdc_100085000109.0x000001

Making Sense of (Ultra) Low-Cost Flights Vertical Differentiation in Two-Sided Markets

Authors: Serio, Luigi, Tedeschi, Piero, Ursino, Giovanni

Source: Management Science, 2018 Jan 01. 64(1), 401-420.

Access URL: https://www.jstor.org/stable/48747962