Publications

Flexible Parallel Learning in Edge Scenarios: Communication, Computational and Energy CostFrancesco Malandrino Carla Fabiana ChiasseriniIEEE PerCom Workshop on Pervasive and Resource-constrained Artificial Intelligence, 2022

Digital health services through patient empowerment: Classification, current state and preliminary impact assessment by health pod systemsAndreoni G. Caiani E.G. Castaldini N.Applied sciences 12 (2022). doi:10.3390/app12010359

Preliminary Studies on CIMR Antenna Pattern Brightness Temperature CompensationBrogioni, Marco Bosisio, Ada Vittoria Lapini, Alessandro Macelloni, Giovanni Addamo, Giuseppe Virone, Giuseppe Di Nicolantonio, Walter Grilli, Marco Peverini, Oscar A.IEEE journal of selected topics in applied earth observations and remote sensing (Print) 15 (2022): 173–183. doi:10.1109/JSTARS.2021.3124829

Preventing MQTT Vulnerabilities Using IoT-Enabled Intrusion Detection SystemMuhammad Husnain Khizar Hayat Enrico Cambiaso Ubaid U. Fayyaz Maurizio Mongelli Habiba Akram Syed Ghazanfar Abbas Ghalib A. ShahSensors (Basel) 22 (2022). doi:10.3390/s22020567

KEEPING STUDENTS ENGAGED THROUGH FLIPPED LECTURES AND AI-BASED TEAMWORK IN THE COVID ERACristina De Castro16th annual International Technology, Education and Development Conference, virtual, 7, 8 March 2022

CONTENT-BASED BANDWIDTH MANAGEMENT IN E/M-LEARNING SMART ENVIRONMENTSCristina De Castro15th annual International Technology, Education and Development Conference, virtual, 7,8 March 2022

Chance-constrained sets approximation: A probabilistic scaling approachMartina Mammarella Victor Mirasierra Matthias Lorenzen Teodoro Alamo Fabrizio DabbeneAutomatica (Oxf.) 137 (2022): 1–13. doi:10.1016/j.automatica.2021.110108

Decentralized Federated Learning for Healthcare Networks: A Case Study on Tumor SegmentationCamajori Tedeschini, B. Savazzi, S. Stoklasa, R. Barbieri, L. Stathopoulos, I. Nicoli, M. Serio, L.IEEE access (2022). doi:10.1109/ACCESS.2022.3141913

Computation of Gait Parameters in Post Stroke and Parkinson's Disease: A Comparative Study Using RGB-D Sensors and Optoelectronic SystemsCimolin V. Vismara L. Ferraris C. Amprimo G. Pettiti G. Lopez R. Galli M. Cremascoli R. Sinagra S. Mauro A. Priano L.Sensors (Basel) 22 (2022). doi:10.3390/s22030824

3D Distance Filter for the Autonomous Navigation of UAVs in Agricultural ScenariosCesare Donati Martina Mammarella Lorenzo Comba Alessandro Biglia Paolo Gay Fabrizio DabbeneRemote sensing 14 (2022): 1–18. doi:10.3390/rs14061374

Tecniche per migliorare le prestazioni di filtraggio del traffico in reti industriali multi-firewallL. Durante M. Maggiora L. Seno A. ValenzanoCabling & wireless (2022): 1–4.

Energy-efficient Training of Distributed DNNs in the Mobile-edge-cloud ContinuumFrancesco Malandrino Carla Fabiana Chiasserini Giuseppe Di GiacomoWONS, 2022

A framework of Explainable Artificial Intelligence for adult hearing screeningLenatti M. Orani V. Polo E.M. Barbieri R. Mongelli M. Paglialonga A.Hearing Across the Lifespan Conference (HEAL 2022), Cernobbio, Italy, 16-18/06/2022

AI & Health: Methods and ApplicationsPaglialonga A. Lenatti M. Orani V. Carlevaro A. Narteni S. Muselli M. Dabbene F. Mongelli M.II Convegno Nazionale CINI sull'Intelligenza Artificiale (Ital-IA 2022), virtual conference, Feb 9-11, 2022

WHISPER (Widespread Hearing Impairment Screening and PrEvention of Risk): a New Platform for Early Identification of Hearing Impairment and Cognitive DeclinePaglialonga A. Lenatti M. Polo E.M. Paolini M. Petrella L. Mollura M. Barbieri R.Hearing Across the Lifespan Conference (HEAL 2022), Cernobbio, Italy, June 16-18, 2022

Wireless LAN Sensing with Smart AntennasM.Santoboni R. Bersan S. Savazzi A. Zecchin V. Rampa D. Piazza16th European Conference on Antennas and Propagation (EuCAP) 2022, pp. 1–5, Madrid, Spain, 27/03/2022-01/04/2022

Analysis of the cyber-attacks executed during the Russia-Ukraine conflictDaniele Cefaliello Giacomo Genta Fabio Patrone Enrico CambiasoInternational Scientific and Practical Internet Conference - Russia-Ukraine War: Consequences for the World (2022), pp. 12–20, Dnipro, Ukraine, 28-29/04/2022

Survey of Exposure to RF Electromagnetic Fields in the Connected CarTognola Gabriella Bonato Marta Benini Martina Aerts Sam Gallucci Silvia Chiaramello Emma Fiocchi Serena Parazzini Marta Masini Barbara M. Joseph Wout Wiart Joe Ravazzani PaoloIEEE access 10 (2022): 47764–47781. doi:10.1109/ACCESS.2022.3170035

Performance of mMIMO FD Relay Networks With Limited Relay State KnowledgeAlessandro Nordio Carla Fabiana ChiasseriniWireless Communications Letters 11 (2022): 1032–1036. doi:10.1109/LWC.2022.3153798

V-Edge: Virtual Edge Computing as an Enabler for Novel Microservices and Cooperative ComputingFalko Dressler Carla Fabiana Chiasserini Frank H.P. Fitzek Holger Karl Renato Lo Cigno Antonio Capone Claudio Casetti Francesco Malandrino Vincenzo Mancuso Florian Klingler Gianluca RizzoIEEE network (2022).

Opportunistic radio sensing inside the collaborative space: experimental validation and case studiesSanaz Kianoush Stefano Savazzi Stephan Sigg Daqing Zhang2022

Dynamic VNF Placement, Resource Allocation and Traffic Routing in 5GMorteza Golkarifard Carla Fabiana Chiasserini Francesco Malandrino Ali MovagharComputer networks (2021).

Heterogeneous and dependable networks in industry - A surveyS. Scanzio L. Wisniewski P. GajComputers in industry 125 (2021): 103388. doi:10.1016/j.compind.2020.103388

MIMO Full-duplex Networks with Limited Knowledge of the Relay StateNordio A. Chiasserini C.-F.IEEE transactions on wireless communications 20 (2021): 2516–2529. doi:10.1109/TWC.2020.3042909

eHealth for Patients with Rare Diseases: the eHealth Working Group of the European Reference Network on Rare Multisystemic Vascular Diseases (VASCERN)Paglialonga A Gaetano R Robert L Hurard M Botella LM Barr N Jondeau G Pini AOrphanet journal of rare diseases 16 (2021): 164 - 1–164 - 12. doi:10.1186/s13023-020-01604-4

Preliminary evaluation of a novel language independent speech-in-noise test for adult hearing screeningPolo E.M. Zanet M. Paglialonga A. Barbieri R.EMBEC 2020: 8th European Medical and Biological Engineering Conference, edited by Jarm, T., Cvetkoska, A., Mahni-Kalamiza, S., Miklavcic, D. (Eds.), pp. 976–983. Cham, Heidelberg, New York, Dordrecht, London: Springer, 2021

Development and Evaluation of a Novel Method for Adult Hearing Screening: Towards a Dedicated Smartphone AppPolo E.M. Zanet M. Lenatti M. van Waterschoot T. Barbieri R. Paglialonga A.HealthyIoT 2020, LNICST 360, edited by R. Goleva et al. (Eds.), pp. 3–19. Basel: Springer Nature Switzerland, 2021

Advantages of using graph databases to explore chromatin conformation capture experiments.D. D'Agostino P. Liò M. Aldinucci I. MerelliBMC bioinformatics 22 (2021): 43. doi:10.1186/s12859-020-03937-0

Electromagnetic Models for Passive Detection and Localization of Multiple BodiesRampa V. Gentili G. G. Savazzi S. D'Amico M.IEEE transactions on antennas and propagation (Online) 70 (2021): 1462–1475. doi:10.1109/TAP.2021.3111405

Enabling Listening Suspension in the Time Slotted Channel Hopping ProtocolG. Cena S. Scanzio A. Valenzano17th IEEE International Conference on Factory Communication Systems (WFCS), pp. 19–26, Linz, June 9-11, 2021

An algorithm for security policy migration in multiple firewall networksM. Cheminod L. Durante L. Seno A. ValenzanoItalian Conference on Cybersecurity (ITASEC 2021), pp. 1–16, All Digital Event, April 7-9, 2021

Monitoring of gait parameters in post-stroke individuals: A feasibility study using rgb-d sensorsFerraris C. Cimolin V. Vismara L. Votta V. Amprimo G. Cremascoli R. Galli M. Nerino R. Mauro A. Priano L.Sensors (Basel) 21 (2021). doi:10.3390/s21175945

Designing effective policies to drive the adoption of electric vehicles: A data-informed approachBreschi, V. Tanelli, M. Ravazzi, C. Strada, S. Dabbene, F.29th Mediterranean Conference on Control and Automation, MED 2021, pp. 311–316, Bari, Puglia, 22/06/2021, 25/06/2021

Ergodic Opinion Dynamics over Networks: Learning Influences from Partial ObservationsRavazzi C. Hojjatinia S. Lagoa C.M. Dabbene F.IEEE transactions on automatic control (Print) 66 (2021): 2709–2723. doi:10.1109/TAC.2021.3056362

KEEPING STUDENTS ENGAGED AND MOTIVATED THROUGH WORKGROUP AND NEURAL NETWORKS-BASED GROUPS MANAGEMENT DURING AND AFTER THE COVID ERAC. De Castro14th annual International Conference of Education, Research and Innovation, virtual, 8th - 9th of November, 2021.

Learning Hidden Influences in Large-Scale Dynamical Social Networks: A Data-Driven Sparsity-Based Approach, in Memory of Roberto TempoRavazzi C. Dabbene F. Lagoa C. Proskurnikov A.V.IEEE control systems 41 (2021): 61–103. doi:10.1109/MCS.2021.3092810

Machine Learning for the Estimation of WiFi Field Exposure in Complex Indoor Multi-Source ScenarioGabriella Tognola David Plets Emma Chiaramello Silvia Gallucci Marta Bonato Serena Fiocchi Marta Parazzini Luc Martens Wout Joseph Paolo Ravazzani2021 XXXIVth General Assembly and Scientific Symposium of the International Union of Radio Science (URSI GASS), 2021, pp. 1–4, Roma, 28/08/2021-04/09/2021

Reshaping the Supply Chain for Society 5.0Fornasiero R. Zangiacomi A.IFIP WG 5.7 International Conference, APMS 2021,, pp. 663–670, Nantes, France, 05/09/2021, 09/09/2021

KPI Guarantees in Network SlicingJorge Martin Perez Francesco Malandrino Carla Fabiana Chiasserini Milan Groshev Carlos BernardosIEEE/ACM transactions on networking (Online) (2021).

Electromagnetic Models for Passive Detection and Localization of Multiple BodiesRampa V. Savazzi S. Gentili G. G. D'Amico M. Nicoli M.2020 International Symposium on Antennas and Propagation (ISAP2020), pp. 1–24, Osaka, Japan, 25-28/01/2021

Decentralized federated learning for extended sensing in 6G connected vehiclesBarbieri, Luca Savazzi, Stefano Brambilla, Mattia Nicoli, MonicaVehicular communications (Print) (2021). doi:10.1016/j.vehcom.2021.100396

Automatic Calibration of Anchor Nodes in Device-Free Radio Localization and Motion Tracking ScenariosRampa, V. Savazzi, S. D'Amico, M.2021 IEEE-APS Conference on Antennas and Propagation for Wireless Communications, pp. 137–142, Honolulu, HI, USA, 9-13/09/2021

Angle-Aware Coverage Control for 3-D Map Reconstruction with Drone NetworksShimizu, T. Yamashita, S. Hatanaka, T. Uto, K. Mammarella, M. Dabbene, F.IEEE Control Systems Letters (2021). doi:10.1109/LCSYS.2021.3135466

Improving agricultural drone localization using georeferenced low-complexity mapsDonati Cesare Mammarella Martina Comba Lorenzo Biglia Alessandro Dabbene Fabrizio Gay Paolo2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), Trento/Bolzano, Italy, 3-5/11/2021

6G: From Connected Everything to Connected Intelligence through Federated LearningCristina De Castro2021

Decentralized Federated Learning for Road User Classification in Enhanced V2X NetworksBarbieri, Luca Savazzi, Stefano Nicoli, Monica2021 IEEE International Conference on Communications Workshops, ICC Workshops 2021 - Proceedings, 14-23/06/2021

The inverse problem of positive autoconvolutionLorenzo Finesso Peter Spreij2021

Analysis of the effect of emotion elicitation on the cardiovascular systemPolo EM Mollura M Zanet M Lenatti M Paglialonga A Barbieri R2021 Computing in Cardiology (CinC 2021), Hybrid format: Brno, Czech Republic / virtual, 12-15/09/2021

Kinect-based solution for the home monitoring of gait and balance in elderly people with and without neurological diseasesGianluca Amprimo Giuseppe Pettiti Lorenzo Priano Alessandro Mauro Claudia FerrarisAIXAS 2021 - Italian Workshop on Artificial Intelligence for an Ageing Society, online (Co-located with AI*IA 2021), 29-30/11/2021

A linguistic and psychoacoustic study for questionnaire analysis: first resultsFerretti Melissa Chiarella Davide Cutugno Paola Marconi Lucia Di Feo Gelsomina Cerniglia Andrea Magrini Anna27th International Congress on Sound and Vibration, Praga, 11-16/07/2021