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

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 early access (2023): 1–9. 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

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

Graph Structure-Based Heuristics for Optimal Targeting in Social NetworksBini Massimo Frasca Paolo Ravazzi Chiara Dabbene FabrizioIEEE Transactions on Control of Network Systems 9 (2022): 1189–1201. doi:10.1109/TCNS.2022.3163665

Decision-directed Kalman particle filter with application to the MIMO phase noise channelArnaldo Spalvieri Luca Reggiani Laura DossiPhysical communication (Print) (2022).

Quantitative assessment of the influence of sound in affective audio-visual elicitationsPolo E.M. Mollura M. Paglialonga A. Barbieri R.Hearing Across the Lifespan Conference (HEAL 2022), Cernobbio, Italy, 16-18/06/2022

Listening effort: cardiovascular investigation through the point process frameworkPolo E.M. Mollura M. Paglialonga A. Barbieri R.2022 Computing in Cardiology (CinC 2022), Tampere, Finlandia, 04-07/09/2022

Analysis of the skin conductance and pupil signals for evaluation of emotional elicitation by images and soundsPolo E.M. Farabbi A. Mollura M. Paglialonga A. Mainardi L. Barbieri R.44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 1968–1971, Glasgow, Scotland, 11-15/07/2022

Behavioral Segmentation for Enhanced Peer-to-Peer Patient EducationPaglialonga A. Theal R. Barber D. Kyba R. Guergachi A. Keshavjee K.32nd Medical Informatics Europe (EFMI MIE 2022) Conference, pp. 125–126, Nizza, Francia, 27-30/05/2022

Improving Shared Decision-Making Using Cognitive Effort-OptimizationDarvishzadeh Sayadi A. Keshavjee K. Monkman H. Guergachi A. Paglialonga A.32nd Medical Informatics Europe (EFMI MIE 2022) Conference, pp. 703–704, Nizza, Francia, 27-30/05/2022

Design for a Virtual Peer-to-Peer Knowledge to Action Platform for Type 2 DiabetesGolkhandan E. Paglialonga A. Guergachi A. Lussier M.-T. Richard C. Dube L. Zenlea I. Kyba R. Mittal M. Thomas W. Keshavjee K.32nd Medical Informatics Europe (EFMI MIE 2022) Conference, pp. 614–618, Nizza, Francia, 27-30/05/2022

Usability of the REHOME Solution for the Telerehabilitation in Neurological Diseases: Preliminary Results on Motor and Cognitive PlatformsC. Ferraris (1) I. Ronga (2) R. Pratola(3) G. Coppo(4) T. Bosso (2,5) S. Falco (2,6) G. Amprimo (1,7) G. Pettiti (1) S. Lo Priore(4) L. Priano(8,9) A. Mauro(8,9) D.Desideri(3)Sensors (Basel) 22 (2022). doi:10.3390/s22239467

Understanding phase pattern discrepancies in UAV-based measurements of a SKA-low prototypeCiorba, L. Virone, G. Paonessa, F. Bolli, P. Peverini, O. A. Addamo, G. Lumia, M.2022 16th European Conference on Antennas and Propagation (EuCAP), Madrid, Spain, 27 March 2022 - 01 April 2022

Large Horizontal Near-field Scanner based on a Non-tethered Unmanned Aerial VehicleLORENZO CIORBA GIUSEPPE VIRONE FABIO PAONESSA MARCO RIGHERO ELOY DE LERA ACEDO STEFANIA MATTEOLI EDGAR COLIN BELTRAN PIETRO BOLLI GIORGIO GIORDANENGO GIUSEPPE VECCHI ALESSIO MAGRO RICCARDO CHIELLO OSCAR A. PEVERINI GIUSEPPE ADDAMOIEEE Open Journal of Antennas and Propagation (2022).

3D-Printing of Antenna-Feed Components for Space ApplicationsAddamo, Giuseppe Peverini, Oscar A. Calignano, Flaviana Lumia, Mauro Virone, Giuseppe Paonessa, Fabio Manfredi, Diego2022 Microwave Mediterranean Symposium (MMS), pp. 53–57, 09-13 May 2022

Impact of mutual coupling between SKALA4.1 antennas to the spectral smoothness responseBolli, Pietro Bercigli, Mirko Di Ninni, Paola Mezzadrelli, Lorenzo Virone, GiuseppeJournal of astronomical telescopes, instruments, and systems Print 8 (2022). doi:10.1117/1.JATIS.8.1.011023

Q-band polarizers for the LSPE-Strip correlation radiometric instrumentPeverini, O. A. Lumia, M. Farooqui, Z. Addamo, G. Virone, G. Paonessa, F. Ciorba, L. Zannoni, M. Gervasi, M. Franceschet, C. Bersanelli, M. Mennella, A. Cuttaia, F. Morgante, G. Villa, F. Jones, M.Journal of instrumentation 17 (2022). doi:10.1088/1748-0221/17/06/P06042

The LSPE-Strip feed horn arrayFranceschet, C. Del Torto, F. Villa, F. Realini, S. Bongiolatti, R. Peverini, O. A. Pezzotta, F. Vigano, D. M. Addamo, G. Bersanelli, M. Cavaliere, F. Cuttaia, F. Gervasi, M. Mennella, A. Morgante, G. Taylor, A. C. Virone, G. Zannoni, M.Journal of instrumentation 17 (2022). doi:10.1088/1748-0221/17/01/P01029

Computational electromagnetics for the SKA-Low prototype station AAVS2Bolli, Pietro Davidson, David B. Bercigli, Mirko Di Ninni, Paola Labate, Maria Grazia Ung, Daniel Virone, GiuseppeJournal of astronomical telescopes, instruments, and systems Print 8 (2022). doi:10.1117/1.JATIS.8.1.011017

Integration of QKD Technologies in Advanced Optical NetworksGatto, Alberto Ferrari, Marco Brunero, Marco Gagliano, Alessandro Tarable, Alberto Bodanapu, Dileepsai Giorgetti, Alessio Andriolli, Nicola Paganelli, Rudi Strambini, Lucanos Martelli, Paolo Martinelli, Mario2022 IEEE 15th Workshop on Low Temperature Electronics (WOLTE), Matera, Italy, 6-9/6/2022

Next Generation FEC and Constellation shaping (2021)Marco Ferrari Alberto Tarable Luca Barlettapp.1–114, 2022

The Capacity of Fading Vector Gaussian Channels Under Amplitude Constraints on Antenna SubsetsAntonino Favano Marco Ferrari Maurizio Magarini Luca Barletta2022 IEEE Information Theory Workshop (ITW), pp. 178–183, Mumbai, India, 1-9/11/2022