Publications

Unexpectedly Useful: Convergence Bounds And Real-World Distributed LearningFrancesco Malandrino Carla Fabiana ChiasseriniACM ICMLC, 17-20/02/2023

A Random Forest Approach to Body Motion Detection: Multi-sensory Fusion and Edge ProcessingSanaz Kianoush Stefano Savazzi Vittorio Rampa Leonardo Costa Denis TolochenkoIEEE sensors journal (2023). doi:10.1109/JSEN.2022.3232085

A Unified Bayesian Framework for Joint Estimation and Anomaly Detection in Environmental Sensor NetworksFascista Alessio Coluccia Angelo Ravazzi ChiaraIEEE access 11 (2023): 227–248. doi:10.1109/ACCESS.2022.3231909

3D Human Tumor Tissues Cultured in Dynamic Conditions as Alternative In Vitro Disease ModelsPelizzoni, Giorgia Scaglione, SilviaMethods in molecular biology (Clifton N.J.) 2572 (2023): 203–210. doi:10.1007/978-1-0716-2703-7_16

Matching DNN Compression and Cooperative Training with Resources and Data AvailabilityFrancesco Malandrino Giuseppe Di Giacom Armin Karamzad Marco Levorato Carla Fabiana ChiasseriniIEEE INFOCOM, New York, USA, 17-20/05/2023

Multivariate Classification of Mild and Moderate Hearing Loss Using a Speech-in-Noise Test for Hearing Screening at a DistancePolo E.M. Mollura M. Barbieri R. Paglialonga A.9th EAI International Conference on IoT Technologies for HealthCare (EAI HealthyIoT 2022), virtual conference, 17/11/2022

Forecasting Network Traffic: A Survey and Tutorial With Open-Source Comparative EvaluationFerreira Gabriel O. Ravazzi Chiara Dabbene Fabrizio Calafiore Giuseppe C. Fiore MarcoIEEE access 11 (2023): 6018–6044. doi:10.1109/ACCESS.2023.3236261

Characterization of synthetic health data using rule-based artificial intelligence modelsLenatti M.* Paglialonga A.* Orani V.* Ferretti M.* Mongelli M.* (*all authors equal contribution)IEEE Journal of Biomedical and Health Informatics 27 (2023): 3760–3769. doi:10.1109/JBHI.2023.3236722

Measuring Brain Activation Patterns from Raw Single-Channel EEG during Exergaming: A Pilot StudyGianluca Amprimo (1,2) Irene Rechichi (2) Claudia Ferraris (1) Gabriella Olmo (2)Electronics (Basel) (2023). doi:10.3390/electronics12030623

New Perspectives in Nonintrusive Sleep Monitoring for Neurodegenerative Diseases--A Narrative ReviewMasi G Amprimo G. Priano L. Ferraris C.Electronics (Basel) 12 (2023). doi:10.3390/electronics12051098

At-home assessment of postural stability in parkinson's disease: a vision-based approachClaudia Ferraris Valerio Votta Roberto Nerino Antonio Chimienti Lorenzo Priano Alessandro MauroJournal of ambient intelligence & humanized computing (Print) 2023 (2023). doi:10.1007/s12652-023-04553-5

Decoding Emotions through Music: A Physiological Analysis of Emotion RecognitionPolo A. Mollura M. Paglialonga A. Barbieri R.GNB2023, pp. 751–754, Padova, Italy, 21-23/06/2023

Characterization of the Intelligibility of Vowel-Consonant-Vowel (VCV) Recordings in Five Languages for Application in Speech-in-Noise Screening in Multilingual SettingsRocco G. Bernardi G. Ali R. van Waterschoot T. Polo E.M. Barbieri R. Paglialonga A.Applied sciences 13 (2023): 1–13. doi:10.3390/app13095344

Characterization of inclination analysis for predicting onset of heart failure from primary care electronic medical recordsGuida F. Lenatti M. Keshavjee K. Khatami A. Guergachi A. Paglialonga A.Sensors (Basel) 23 (2023): 1–16. doi:10.3390/s23094228

Applying patient segmentation using primary care electronic medical records to develop a virtual peer-to-peer intervention for patients with type 2 DiabetesPaglialonga A. Theal R. Knox B. Kyba R. Barber D. Guergachi A. Keshavjee K.Future internet 15 (2023): 1–13. doi:10.3390/fi15040149

Information Leakages of Docker Containers: Characterization and Mitigation StrategiesMarco Zuppelli Matteo Repetto Luca Caviglione Enrico Cambiaso5th International Workshop on Cyber-Security Threats, Trust and Privacy Management in Software-defined and Virtualized Infrastructures, Madrid, Spagna, 23/06/2023

Using AI to face covert attacks in IoT and softwarized scenarios: challenges and opportunitiesAngelica Liguori Simone Mungari Marco Zuppelli Carmela Comito Enrico Cambiaso Matteo Repetto Massimo Guarascio Luca Caviglione Giuseppe MancoWorkshop AI per Cybersecurity, congiuntamente con il Terzo Convegno Nazionale CINI sull'Intelligenza Artificiale (Ital-IA23), pp. 397-402, Pisa, 29-30/05/2023

Scamming the Scammers: Using ChatGPT to Reply Mails for Wasting Time and ResourcesEnrico Cambiaso Luca CaviglioneItalian Conference on Cybsersecurity (ITASEC 2023), Bari, 2-5/05/2023

Il consumatore nel Metaverso: cybersecurity e tuteleMarta Bray Enrico Cambiaso Alessandra ManciniDiritto, economia e tecnologie della privacy 1/2023 (2023).

Stress and Workload Assessment in Aviation--A Narrative ReviewMasi G. Amprimo G. Ferraris C. Priano L.Sensors (Basel) 23 (2023). doi:10.3390/s23073556

Dual-View Single-Shot Multibox Detector at Urban Intersections: Settings and Performance EvaluationLenatti M.* Narteni S.* Paglialonga A. Rampa V. Mongelli M. (* equal contribution)Sensors (Basel) 23 (2023). doi:10.3390/s23063195

Electrodermal Activity in the Evaluation of Engagement for Telemedicine ApplicationsG. Masi (1) G. Amprimo (2,3) I. Rechichi (3) C.Ferraris(2) L.Priano (1)IEEE International Conference on Pervasive Computing and Communications Workshops and other Affiliated Events (PerCom Workshops), pp. 130–135, Atlanta, GA, USA, 13-17/03(2023

Whole genome expression analysis in human dermal fibroblasts exposed to radiofrequency: differentially expressed genes and associated pathwaysFain V.V.1 2 De Sanctis S. 1 Franchini V. 1 Regalbuto E. 1 Alfano G. 1 Massaro L. 1 3 Fortunato A.1 5 Anselmo A. 1 Sgura A. 2 Bei R. 3 Masuelli L. 4 Parazzini M. 5 Gallucci S. 5 Lista F. 1Global Conference on Radiation Topics - Preparedness, Response, Protection and Research, Monaco, Germania, 9-11 Maggio 2023

UAV-Based Measurement of Sharp Spectral Resonances in Mutually Coupled SKA-Low ElementsPaonessa Fabio Ciorba Lorenzo Kyriakou Georgios Bolli Pietro Virone GiuseppeAntennas and wireless propagation letters (Online) (2023): 1–5. doi:10.1109/LAWP.2023.3290967

A Traffic Model based Approach to Parameter Server Design in Federated Learning ProcessesTedeschini, Bernardo Camajori Savazzi, Stefano Nicoli, MonicaIEEE communications letters (Print) (2023). doi:10.1109/LCOMM.2023.3272844

A Layer Selection Optimizer for Communication-Efficient Decentralized Federated Deep LearningBarbieri, Luca Savazzi, Stefano Nicoli, MonicaIEEE access 11 (2023): 22155–22173. doi:10.1109/ACCESS.2023.3251571

Driving electric vehicles' mass adoption: An architecture for the design of human-centric policies to meet climate and societal goalsValentina Breschi and Chiara Ravazzi and Silvia Strada and Fabrizio Dabbene and Mara TanelliTransportation research. Part A, Policy and practice 171 (2023): 103651. doi:10.1016/j.tra.2023.103651

Asynchronous Semianonymous Dynamics over Large-Scale NetworksRavazzi Chiara Como Giacomo Garetto Michele Leonardi Emilio Tarable AlbertoSIAM journal on applied dynamical systems 22 (2023): 1300–1343. doi:10.1137/22M1492155

Near-Field IRS Configuration Techniques for Wideband Signals and THz CommunicationsAlessandro Nordio Laura Dossi Alberto Tarable Giuseppe VironeIEEE ICC 2023 - IEEE International Conference on Communications, Roma, 28/05/2023, 01/06/2023

Joint communication and sensing in 5G-V2X vehicular networksN. Decarli S. Bartoletti B. M. Masini2022 IEEE 21st Mediterranean Electrotechnical Conference (MELECON), Palermo, Italy, 14-16 June 2022

Beamspace modeling of multi-mode communications with large intelligent surfacesN. Decarli D. Dardari2021 55th Asilomar Conference on Signals, Systems, and Computers, Pacific Grove, CA, USA, 31 October 2021 - 03 November 2021

Enhancing the 5G-V2X sidelink autonomous mode through full-duplex capabilitiesC. Campolo A. Bazzi V. Todisco S. Bartoletti N. Decarli A. Molinaro A. O. Berthet R. A. Stirling- Gallacher2022 IEEE 95th Vehicular Technology Conference: (VTC2022-Spring), Helsinki, Finland, 19-22 June 2022

SafeCobot Project ReportS. Savazzi S. Kianoush V. Rampapp.1–58, 2022

Tele-Monitoring and Tele-Rehabilitation of the Hand in Hemiplegic Patients: A Preliminary StudyL.Vismara C.Ferraris V.Votta R.Nerino D.Clerici A.MauroAmbient Assisted Living, edited by Bettelli, A., Monteriù, A., Gamberini, L. (eds), pp. 272–288, 2022

On the Intersection of Explainable and Reliable AI for physical fatigue predictionSara Narteni Vanessa Orani Enrico Cambiaso Matteo Rucco Maurizio MongelliIEEE access (2022). doi:10.1109/ACCESS.2022.3191907

Sensitivity of Logic Learning Machine for reliability in safety-critical systemsNarteni S. Orani V. Vaccari I. Cambiaso E. Mongelli M.IEEE intelligent systems (2022). doi:10.1109/MIS.2022.3159098

A Preliminary Comparison between Traditional and Gamified Leg Agility Assessment in Parkinsonian SubjectsG.Amprimo G.Masi C.Ferraris G.Olmo L.PrianoSEGAH 2022, Australia (online), 10-12/08/2022

GMH-D: Combining Google MediaPipe and RGB-Depth Cameras for Hand Motor Skills Remote AssessmentG.Amprimo C.Ferraris G.Pettiti G.Masi L.Priano2022 IEEE International Conference on Digital Health (ICDH), pp. 132–141, Barcellona (Spagna), 10-16/07/2022

Exposure Assessment to Radiofrequency Electromagnetic Fields in Occupational Military Scenarios: A ReviewGallucci S. Fiocchi S. Bonato M. Chiaramello E. Tognola G. Parazzini M.International journal of environmental research and public health (Print) 19 (2022). doi:10.3390/ijerph19020920

Road User Exposure from ITS-5.9 GHz Vehicular ConnectivityBenini M. Parazzini M. Bonato M. Gallucci S. Chiaramello E. Fiocchi S. Tognola G.Sensors (Basel) 22 (2022). doi:10.3390/s22186986

Assessment of Human Exposure Levels Due to Mobile Phone Antennas in 5G NetworksBonato M. Dossi L. Gallucci S. Benini M. Tognola G. Parazzini M.International journal of environmental research and public health (Print) 19 (2022). doi:10.3390/ijerph19031546

Human Exposure Assessment to Wearable Antennas: Effect of Position and Interindividual Anatomical VariabilityGallucci S. Bonato M. Chiaramello E. Fiocchi S. Tognola G. Parazzini M.International journal of environmental research and public health (Print) 19 (2022). doi:10.3390/ijerph19105877

Simultaneous Bilateral Frontal and Bilateral Cerebellar Transcranial Direct Current Stimulation in Treatment-Resistant Depression--Clinical Effects and Electrical Field Modelling of a Novel Electrodes MontageD'Urso G. Dini M. Bonato M. Gallucci S. Parazzini M. Maiorana N. Bortolomasi M. Priori A. Ferrucci R.Biomedicines 10 (2022). doi:10.3390/biomedicines10071681

Assessment of SAR in Road-Users from 5G-V2X Vehicular Connectivity Based on Computational SimulationsBonato M. Tognola G. Benini M. Gallucci S. Chiaramello E. Fiocchi S. Parazzini M.Sensors (Basel) 22 (2022). doi:10.3390/s22176564

Electric Fields Induced in the Brain by Transcranial Electric Stimulation: A Review of In Vivo RecordingsGuidetti M. Arlotti M. Bocci T. Bianchi A.M. Parazzini M. Ferrucci R. Priori A.Biomedicines 10 (2022). doi:10.3390/biomedicines10102333

Assessment Tasks and Virtual Exergames for Remote Monitoring of Parkinson's Disease: An Integrated Approach Based on Azure KinectAmprimo G. (1,2) Masi G.(3) Priano L.(3,4) Azzaro C.(4) Galli F. (4) Pettiti G.(1) Mauro A.(3,4) Ferraris C.(1)Sensors (Basel) 22 (2022). doi:10.3390/s22218173

Web security and data dumping: The Cookidump caseEnrico Cambiaso Maurizio AielloSoftware Impacts 14 (2022). doi:10.1016/j.simpa.2022.100426

Electromagnetic Models for Device-Free Radio Localization with Antenna ArraysRampa, V. Savazzi, S. D'Amico, M.2022 IEEE-APS Topical Conference on Antennas and Propagation in Wireless Communications (APWC), pp. 42–46, Cape Town, South Africa, 05-09/09/2022

Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening TestLenatti M. Moreno-Sánchez P.A. Polo E.M. Mollura M. Barbieri R. Paglialonga A.American journal of audiology (Online) 31 (2022): 961–979. doi:10.1044/2022_AJA-21-00194

Linking Small-scale Solar Wind Properties with Large-scale Coronal Source Regions through Joint Parker Solar Probe-Metis/Solar Orbiter ObservationsTelloni, Daniele Zank, Gary Sorriso-Valvo, Luca D'Amicis, Raffaella Panasenco, Olga Susino, Roberto Bruno, Roberto Perrone, Denise Adhikari, Laxman Liang, Haoming Nakanotani, Masaru Zhao, Lingling Hadid, Lina Z. Sanchez-Cano, Beatriz Verscharen, Daniel Velli, Marco Grimani, Catia Marino, Raffaele Carbone, Francesco Mancuso, Salvatore Biondo, Ruggero Pagano, Paolo Reale, Fabio Bale, Stuart D. Kasper, Justin C. Case, Anthony W. de Wit, Thierry Dudok Goetz, Keith Harvey, Peter R. Korreck, Kelly E. Larson, Davin Livi, Roberto MacDowall, Robert J. Malaspina, David M. Pulupa, Marc Stevens, Michael L. Whittlesey, Phyllis Romoli, Marco Andretta, Vincenzo Da Deppo, Vania Fineschi, Silvano Heinzel, Petr Moses, John D. Naletto, Giampiero Nicolini, Gianalfredo Spadaro, Daniele Stangalini, Marco Teriaca, Luca Capobianco, Gerardo Capuano, Giuseppe E. Casini, Chiara Casti, Marta Chioetto, Paolo Corso, Alain J. De Leo, Yara Fabi, Michele Frassati, Federica Frassetto, Fabio Giordano, Silvio Guglielmino, Salvo L. Jerse, Giovanna Landini, Federico Liberatore, Alessandro Magli, Enrico Massone, Giuseppe Messerotti, Mauro Pancrazzi, Maurizio Pelizzo, Maria G. Romano, Paolo Sasso, Clementina Schuhle, Udo Slemer, Alessandra Straus, Thomas Uslenghi, Michela Volpicelli, Cosimo A. Zangrilli, Luca Zuppella, Paola Abbo, Lucia Auchere, Frederic Cuadrado, Regina Aznar Berlicki, Arkadiusz Ciaravella, Angela Lamy, Philippe Lanzafame, Alessandro Malvezzi, Marco Nicolosi, Piergiorgio Nistico, Giuseppe Peter, Hardi Solanki, Sami K. Strachan, Leonard Tsinganos, Kanaris) Ventura, Rita Vial, Jean-Claude Woch, Joachim Zimbardo, GaetanoAstrophysical journal (Online) 935 (2022): 112-1–112-13. doi:10.3847/1538-4357/ac8103