{"id":1479,"date":"2025-10-14T14:27:49","date_gmt":"2025-10-14T12:27:49","guid":{"rendered":"https:\/\/portale2.unime.it\/smartcomp2026\/?page_id=1479"},"modified":"2026-06-12T19:30:47","modified_gmt":"2026-06-12T17:30:47","slug":"program","status":"publish","type":"page","link":"https:\/\/portale2.unime.it\/smartcomp2026\/program\/","title":{"rendered":"PROGRAM"},"content":{"rendered":"\t\t
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PROGRAM


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Day 1<\/span>Monday, 22 June 2026<\/span><\/div>
09:00<\/div>
Registration<\/div>
\ud83d\udccd Main building entrance<\/div><\/div><\/div>
09:30<\/div>
Workshops \u00b7 Session 1 \u00b7 Parallel sessions<\/span>
W1<\/span>
LIFESEC<\/a><\/div>
\ud83d\udccd Aula 6 (Department of Economy) <\/div><\/div>
W2<\/span>
QCNS<\/a><\/div>
\ud83d\udccd Aula 7 (Department of Economy) <\/div><\/div>
W3<\/span>
SmartAIDa<\/a><\/div>
\ud83d\udccd Aula 8 (Department of Economy)<\/div><\/div>
W4<\/span>
SmartAgr<\/a><\/div>
\ud83d\udccd Aula Magna (Main building) <\/div><\/div>
W5<\/span>
SmartSys<\/a><\/div>
\ud83d\udccd Aula 9 (Department of Economy)<\/div><\/div>
W6<\/span>
SSC<\/a><\/div>
\ud83d\udccd Aula Silvestri (Department of Law) <\/div><\/div>
W7<\/span>
SMVG<\/a><\/div>
\ud83d\udccd Aula Cannizzaro (Main building)<\/div><\/div>
PhD<\/span>
PhD Forum<\/a><\/div>
\ud83d\udccd Aula Commissioni (Main building)<\/div><\/div><\/div><\/div><\/div>
11:00<\/div>
Coffee break<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
11:15<\/div>
Workshops \u00b7 Session 2 \u00b7 Parallel sessions<\/span>
W1<\/span>
LIFESEC<\/a><\/div>
\ud83d\udccd Aula 6 (Department of Economy) <\/div><\/div>
W2<\/span>
QCNS<\/a><\/div>
\ud83d\udccd Aula 7 (Department of Economy) <\/div><\/div>
W3<\/span>
SmartAIDa<\/a><\/div>
\ud83d\udccd Aula 8 (Department of Economy)<\/div><\/div>
W4<\/span>
SmartAgr<\/a><\/div>
\ud83d\udccd Aula Magna (Main building) <\/div><\/div>
W5<\/span>
SmartSys<\/a><\/div>
\ud83d\udccd Aula 9 (Department of Economy)<\/div><\/div>
W6<\/span>
SSC<\/a><\/div>
\ud83d\udccd Aula Silvestri (Department of Law) <\/div><\/div>
W7<\/span>
SMVG<\/a><\/div>
\ud83d\udccd Aula Cannizzaro (Main building)<\/div><\/div>
PhD<\/span>
PhD Forum<\/a><\/div>
\ud83d\udccd Aula Commissioni (Main building)<\/div><\/div><\/div><\/div><\/div>
13:00<\/div>
Lunch<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
14:00<\/div>
Workshops \u00b7 Session 3 \u00b7 Parallel sessions<\/span>
W1<\/span>
DM-SmartHealth<\/a><\/div>
\ud83d\udccd Aula Cannizzaro (Main building) <\/div><\/div>
W2<\/span>
LIFESEC<\/a><\/div>
\ud83d\udccd Aula 6 (Department of Economy) <\/div><\/div>
W3<\/span>
QCNS<\/a><\/div>
\ud83d\udccd Aula 7 (Department of Economy) <\/div><\/div>
W4<\/span>
SmartAIDa<\/a><\/div>
\ud83d\udccd Aula 8 (Department of Economy)<\/div><\/div>
W5<\/span>
SmartAgr<\/a><\/div>
\ud83d\udccd Aula Magna (Main building) <\/div><\/div>
W6<\/span>
SmartSys<\/a><\/div>
\ud83d\udccd Aula 9 (Department of Economy)<\/div><\/div>
W7<\/span>
SSC<\/a><\/div>
\ud83d\udccd Aula Silvestri (Department of Law) <\/div><\/div>
PhD<\/span>
PhD Forum<\/a><\/div>
\ud83d\udccd Aula Commissioni (Main building)<\/div><\/div><\/div><\/div><\/div>
18:00<\/div>
Social<\/span>
Guided tour of the Cathedral Crypt (Duomo)<\/div>
\ud83d\udccd Main building entrance (Meeting point)<\/div><\/div><\/div>
19:00<\/div>
Social<\/span>
Welcome cocktail<\/div>
\ud83d\udccd A Cucchiara<\/div><\/div><\/div><\/div><\/section>
Day 2<\/span>Tuesday, 23 June 2026<\/span><\/div>
08:30<\/div>
Registration<\/div>
\ud83d\udccd Main building entrance<\/div><\/div><\/div>
09:00<\/div>
Plenary<\/span>
Conference welcome<\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
09:30<\/div>
Keynote<\/span>
Prof. Nirmalya Roy<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
10:30<\/div>
Coffee break<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
11:00<\/div>
Session 1<\/span>
Smart Healthcare Systems and Analytics<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
12:30<\/div>
Lunch<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
13:30<\/div>
Session 2<\/span>
Networks and Systems Simulation<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
14:45<\/div>
Session 3<\/span>
Industry Track<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
15:00<\/div>
Coffee break<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
15:30<\/div>
Session<\/span>
PhD Forum: One Minute Madness<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
16:00<\/div>
Session<\/span>
Poster and Demo\/PhD Forum<\/a><\/div>
\ud83d\udccd Main building corridor<\/div><\/div><\/div><\/div><\/section>
Day 3<\/span>Wednesday, 24 June 2026<\/span><\/div>
09:30<\/div>
Keynote<\/span>
Prof. Suman Banerjee<\/a><\/div>
\ud83d\udccd Aula Ex-Chimica (Department of Law)<\/div><\/div><\/div>
10:30<\/div>
Coffee break<\/div>
\ud83d\udccd Internal courtyard (Main building) <\/div><\/div><\/div>
11:00<\/div>
Session 4<\/span>
Best Paper Candidates<\/a><\/div>
\ud83d\udccdAula Ex-Chimica (Department of Law) <\/div><\/div><\/div>
12:30<\/div>
Lunch<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
13:30<\/div>
Session 5<\/span>
Human-Centric Sensing and Activity Recognition<\/a><\/div>
\ud83d\udccd Aula Ex-Chimica (Department of Law)<\/div><\/div><\/div>
17:00<\/div>
Social<\/span>
Guided tour<\/div>
\ud83d\udccd Main building entrance (Meeting point)<\/div><\/div><\/div>
20:00<\/div>
Social<\/span>
Social dinner<\/div>
\ud83d\udccdGrecale <\/div><\/div><\/div><\/div><\/section>
Day 4<\/span>Thursday, 25 June 2026<\/span><\/div>
09:30<\/div>
Plenary<\/span>
Panel<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
10:30<\/div>
Coffee break<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
11:00<\/div>
Session 6<\/span>
Machine Learning for Edge Systems and Security<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
12:30<\/div>
Lunch<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
13:30<\/div>
Session 7<\/span>
Smart Mobility and Urban Systems<\/a><\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
15:00<\/div>
Coffee break<\/div>
\ud83d\udccd Internal courtyard (Main building)<\/div><\/div><\/div>
15:30<\/div>
Plenary<\/span>
TownHall meeting<\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div>
16:00<\/div>
Plenary<\/span>
Concluding remarks<\/div>
\ud83d\udccd Aula Magna (Main building)<\/div><\/div><\/div><\/div><\/section><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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Session 1 \u2013 Smart Healthcare Systems and Analytics<\/b><\/h3>

Session Chair:\u00a0<\/b>John Templeton<\/p>

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BlackOps: GIS-Informed Planning for Healthcare Resilience Amid Power Grid Outages<\/span><\/p>

Authors: <\/b>Modeste Mefenya Kenne (University of California Irvine, USA); Andrew Chio (University of California, Irvine, USA); Zhenghui Hu (ImageCat, Inc., USA); Julie Rousseau (University of California Irvine School of Medicine, USA); Nalini Venkatasubramanian (University of California, Irvine, USA)<\/span><\/p>

\u00a0<\/span><\/p>

Precomputed 1D-CNNs for Atrial Fibrillation Detection on Tiny Smart Sensor Systems<\/span><\/p>

Authors: <\/b>Lukas Einhaus, Natalie Maman, Julian Hoever, Andreas Erbsloeh and Gregor Schiele (University of Duisburg-Essen, Germany)<\/span><\/p>

\u00a0<\/span><\/p>

FedAVL: Automated Vertical Federated Learning for Heterogeneous Healthcare Data<\/span><\/p>

Authors: <\/b>Ferdinand Kahenga (University of the Western Cape, South Africa & Universit\u00e9 Don Bosco de Lubumbashi, DRC); Gad Tambwe (Universit\u00e9 Don Bosco de Lubumbashi, DRC); Antoine Bagula (University of the Western Cape, South Africa & New Horizons University, DRC); Jovita Nyanyukweni Mateus (University of the Western Cape, Namibia & Namibia University of Science and Technology, Namibia); Sajal K. Das (Missouri University of Science and Technology, USA)<\/span><\/p>

\u00a0<\/span><\/p>

TabHealth: Towards a Self-Supervised Tabular Foundation Model for Smart Healthcare<\/span><\/p>

Authors: <\/b>Mattia G. Campana (IIT-CNR, Italy); Giada Anastasi, Stefania Pieroni, Michela Franchini and Sabrina Molinaro (Italian National Research Council, Italy); Franca Delmastro (IIT-CNR, Italy)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Session 2 \u2013 Networks and Systems Simulation<\/b><\/h3>

\u00a0<\/span>Session Chair:\u00a0<\/b>Claudio Cicconetti<\/p>

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DataCenterGym: A Physics-Grounded Simulator for Multi-Objective Data Center Scheduling<\/span><\/p>

Authors: <\/b>Nilavra Pathak (Expedia Group, USA); Samadrita Biswas (Curia Global, USA); Nirmalya Roy (University of Maryland Baltimore County, USA)<\/span><\/p>

\u00a0<\/span><\/p>

Bounded-Time Neighbor Discovery in 3D Free-Space Optical Networks with LoRa Assistance<\/span><\/p>

Authors: <\/b>Suman Bhunia (Miami University, Ohio, USA); Peter A. Jamieson, Zach Copenhaver and Blake Rile (Miami University, USA)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Session 3 \u2013 Industry Track<\/b><\/h3>

\u00a0<\/span>Session Chair: <\/b>Davide Giacalone<\/span><\/p>

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Empowering 9-1-1 Calltaking Training with Generative AI: Experiences and Lessons Learned<\/span><\/p>

Authors: <\/b>Zirong Chen and Meiyi Ma (Vanderbilt University, USA)<\/span><\/p>

\u00a0<\/span><\/p>

ML-based SoH Estimation for Li-Ion Batteries using CC-Phase Charging Voltage Features: Insights on Minimum and Optimal Training Datasets<\/span><\/p>

Authors: <\/b>Giada Pietroccola, Mario Molinara and Francesco Porpora (University of Cassino and Southern Lazio, Italy); Luca Gerevini and Michele Vitelli (E-Lectra s.r.l., Italy); Claudio Marrocco (University of Cassino and Southern Lazio, Italy)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Session 4 \u2013 Best Paper Candidates<\/b><\/h3>

Session Co-Chairs: <\/b>George Roussos, Daniela Nicklas<\/span><\/p>

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A Comparative Analysis on the Performance of Upper Confidence Bound Algorithms in Adaptive Deep Neural Networks<\/span><\/p>

Authors: <\/b>Grigorios Papanikolaou and Ioannis Kontopoulos (National Technical University of Athens, Greece); Konstantinos Tserpes (National Technical University of Athens & Harokopio University of Athens, Greece)<\/span><\/p>

\u00a0<\/span><\/p>

Resource-Aware Federated Learning for Malware Detection on Smart Devices<\/span><\/p>

Authors: <\/b>Andrea Augello, Alessandra De Paola and Giuseppe Lo Re (University of Palermo, Italy)<\/span><\/p>

\u00a0<\/span><\/p>

Dynamic Pickup-and-Delivery Routing with Early-Arrival Waiting Limits and Station Relocation<\/span><\/p>

Authors: <\/b>Agrima Khanna, Sophie Pavia, Ayan Mukhopadhyay, Abhishek Dubey and Fangqi Liu (Vanderbilt University, USA)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Session 5 \u2013 Human-Centric Sensing and Activity Recognition<\/b><\/h3>

\u00a0<\/span>Session Chair:\u00a0<\/b>Francesca Righetti<\/p>

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Simultaneous Multi-target Tracking and Gesture Recognition via Distributed Radar-Sensing Systems<\/span><\/p>

Authors: <\/b>Wanru Ning (Peking University, China); Dariush Salami (Nokia Bell Labs, Finland); Hongliu Yang (Peking University, China); Yongtao Ma (Tianjin University, China); Stephan Sigg (Aalto University, Finland)<\/span><\/p>

\u00a0<\/span><\/p>

Efficient and Adaptive Human Activity Recognition via LLM Backbones<\/span><\/p>

Authors: <\/b>Aleksandr Bredikhin (UGA, Russia); Philippe Lalanda (Grenoble University, France); German Vega (CNRS, France)<\/span><\/p>

\u00a0<\/span><\/p>

Reasoning Supervision for Enhancing Video-based Human Activity Recognition<\/span><\/p>

Authors: <\/b>Yilin Liu and Meiyi Ma (Vanderbilt University, USA)<\/span><\/p>

\u00a0<\/span><\/p>

Natural Language Driven Multi-Object Tracking via Joint Spatial, Visual, and Semantic Association<\/span><\/p>

Authors: <\/b>Azhar Hasan (Vanderbilt University, USA); Alex Richardson (Vanderbilt, USA); Gabor Karsai (Vanderbilt University\/ISIS, USA)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Session 6 \u2013 Machine Learning for Edge Systems and Security<\/b><\/h3>

Session Chair:\u00a0<\/b>Fabrizio De Vita<\/p>

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Emulated Autoencoder: A Defense against CNN Evasion Attacks for Resource Constrained Devices and High Throughput Applications<\/span><\/p>

Authors: <\/b>Dat Le and Brent Lagesse (University of Washington Bothell, USA)<\/span><\/p>

\u00a0<\/span><\/p>

A Two-Stage Hybrid Deep and Machine Learning Framework for Anomaly Detection and Classification in IoT Sensor Networks<\/span><\/p>

Authors: <\/b>Chiraz Houaidia (Lab Cristal, ENSI, Manouba University, Tunisia); Ichrak Amdouni (ENSI Manouba, Tunisia & University of Manouba, Tunisia); Leila Azzouz Saidane (Lab CRISTAL-ENSI, University Manouba, Tunisia)<\/span><\/p>

\u00a0<\/span><\/p>

CoBO: Conformal-Constrained Bayesian Optimization for Energy-Efficient SLO-Aware DNN Inference<\/span><\/p>

Authors: <\/b>Ivan Dokuchaev and Ali Kadhum Idrees (University of Applied Sciences and Arts Dortmund, Germany); Rolf Schuster (Open Edge Computing Initiative, Germany)<\/span><\/p>

\u00a0<\/span><\/p>

FedAdapt++: Plane-consistent Federated Learning for SDN-IoT Anomaly Detection<\/span><\/p>

Authors: <\/b>Jovita Nyanyukweni Mateus (University of the Western Cape, Namibia & Namibia University of Science and Technology, Namibia); Guy-Alain Lusilao-Zodi (Polytechnic of Namibia, Namibia); Antoine Bagula (University of the Western Cape, South Africa & New Horizons University, DRC); Ferdinand Kahenga (University of the Western Cape, South Africa & Universit\u00e9 Don Bosco de Lubumbashi, DRC)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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Session 7 \u2013 Smart Mobility and Urban Systems<\/b><\/h3>

Session Chair: <\/b>Mohan Kumar<\/span><\/p>

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A Congestion Mitigation Approach for Ground Vehicles with Diverse Advanced Driver Assistance Systems in Smart Transportation Networks<\/span><\/p>

Authors: <\/b>Doris E. M. Brown and Sajal K. Das (Missouri University of Science and Technology, USA)<\/span><\/p>

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A Simulation-based Framework for Dynamic Light Pollution Prediction in Urban Air Mobility<\/span><\/p>

Authors: <\/b>Ying Chieh Wang (Osaka University, Japan); Tatsuya Amano and Hirozumi Yamaguchi (The University of Osaka, Japan)<\/span><\/p>

\u00a0<\/span><\/p>

Navigating Sparsity: Evaluating the Impact of Controlled Data Reduction on Synthetic Mobility Data Utility<\/span><\/p>

Authors: <\/b>Abeera Ayesha Riaz and Muhammad Tayyab Shafique (Otto-Friedrich Universit\u00e4t Bamberg, Germany); Leonie Ackermann and Debasree Das (University of Bamberg, Germany)<\/span><\/p>

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Operating Regimes of Decentralized Learning Under Mobility and Bandwidth Constraints<\/span><\/p>

Authors: <\/b>Samuele Sabella, Chiara Boldrini and Lorenzo Valerio (IIT-CNR, Italy); Marco Conti (Institute of Informatics and Telematics of the National Research Council, Italy); Andrea Passarella (IIT-CNR, Italy)<\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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DM-SmartHealth\u00a0<\/strong><\/h3>

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Session 1<\/strong><\/h4>

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Session Chair: <\/b>Mattia Campana<\/span><\/p>

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A Machine Learning Approach for Sleep Apnea Detection Using Unobtrusive In-Bed Sensors<\/p>

Authors:<\/strong> Eleonora Melissa (Institute of Clinical Physiology, CNR, Italy); Carlotta Marinai, Lucia Arcarisi and Francesco Bossi (University of Pisa, Italy); Pasquale Bufano (CNR, Italy); Francesco Di Rienzo and Gianluca Rho (University of Pisa, Italy); Michele Zanoletti (Institute of Clinical Physiology, CNR, Italy); Alberto Greco, Carlo Vallati and Nicola Carbonaro (University of Pisa, Italy); Marco Laurino (CNR, Italy); Alessandro Tognetti (University of Pisa, Italy)<\/p>

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Robust Wearable Stress Detection using Physiological Feature Engineering and Subject-Independent Evaluation<\/p>

Authors: <\/b>Paul Ben O’brien, Malik Muhammad Qirtas and Andrea Visentin (University College Cork, Ireland)<\/p>

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CLICK-SAM: A CLinical Interactive Click-based Kit for Digital Breast Tomosynthesis Segmentation<\/p>

Authors: <\/b>Giada Anastasi, Giulio Del Corso, Michela Franchini, Sabrina Molinaro and Stefania Pieroni (CNR, Italy)<\/p>

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Session 2<\/strong><\/h4>

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Session Chair: <\/b>John Templeton<\/p>

\u00a0<\/p>

Multimodal-to-Semantics Large Language Model Framework for Loneliness Assessment<\/p>

Authors: <\/b>Chenxin Chen and Iman Azimi (University of Turku, Finland); Amir M. Rahmani (University of California, Irvine, USA); Pasi Liljeberg (University of Turku, Finland)<\/p>

\u00a0<\/p>

RamanLLM: Reprogramming Frozen Large Language Models for Raman Spectral Analysis<\/p>

Authors: <\/b>\u00c1lvaro Garc\u00eda (University College Cork, Ireland); Simone Innocente (Tyndall National Institute, Ireland); Nicola Rossberg, Malik Muhammad Qirtas and Andrea Visentin (University College Cork, Ireland)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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LIFESEC<\/strong><\/h3>

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Session 1<\/strong><\/h4>

\u00a0<\/p>

Session Chair: <\/b>Robert Seidl<\/p>

\u00a0<\/p>

Automated Distributed Ledger Infrastructure for Continuous Cybersecurity Certification in Multi-Stakeholder Environments
Authors<\/strong>: \u00c1lvaro Navarro Mart\u00ednez, Sara Nieves Matheu Garc\u00eda, Antonio Fernando Skarmeta G\u00f3mez<\/p>

\u00a0<\/p>

Deployment-Aware Parameter Optimization for IoT Attack Detection
Authors<\/strong>: Mohammed Nasereddin, Erol Gelenbe<\/p>

\u00a0<\/p>

Session 2<\/strong><\/h4>

\u00a0<\/p>

Session Chair: <\/b>Robert Seidl<\/p>

\u00a0<\/p>

Cross-Domain Convolutional Autoencoder-Based Anomaly Detection for Whole-Lifecycle Security of Cyber-Physical Systems
Authors<\/strong>: Diego Arg\u00fcello Ron, Armando Aguayo Mendoza, Oscar Garcia Perales<\/p>

\u00a0<\/p>

Context Matters: Vulnerability Categorization with Dual-Input Code Representations
Authors<\/strong>: Anna Maria Voulkopoulou, Ilias Kalouptsoglou, Dionysios Kehagias, and Dimitrios Tzovaras<\/p>

\u00a0<\/p>

Session 3<\/strong><\/h4>

\u00a0<\/p>

Session Chair: <\/b>Robert Seidl<\/p>

\u00a0<\/p>

On feasibility of network based firmware change detection
Authors<\/strong>: Joerg Abendroth, Martin G. Jaatun,\u00a0Manuel Leone,\u00a0Egil<\/p>

\u00a0<\/p>

An Heuristic and Explainable Unsupervised Concept Drift Detector
Authors<\/strong>: Gabriele Nicol\u00f2 Costa, Alessandra De Paola, Salvatore Drago, Pierluca Ferraro, Giuseppe Lo Re<\/p>

\u00a0<\/p>

Interactive session<\/strong>: \u201cTools and Techniques for Whole-Lifecycle Security\u201d, introducing and demonstrating tools and use cases for \u201cWhole-Lifecycle Security\u201d and gathering feedback from the audience.<\/p>

\u00a0<\/p>

5G\/6G Network Digital Twin – based cyber defense framework for threat detection and classification
Authors<\/strong>: Ioannis Vasalos, Efstathios Zaragkas, Athina Vekraki, Maria Christopoulou, Michail Alexandros Kourtis, George Xilouris, Nikos Dimitriou<\/p>

\u00a0<\/p>

Automatic Association of Cloud Security Controls and Quantifiable Metrics for Certification
Authors<\/strong>: John Bianchi, Luca Petrillo, Shuya Dong, Marinella Petrocchi<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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QCNS<\/strong><\/h3>

\u00a0<\/p>

Session 1<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Claudio Cicconetti<\/p>

\u00a0<\/p>

Keynote speech<\/strong>: <\/em>Analog Quantum Computing in Practice: Graph Optimization for Telco and the Road to Digital Machines<\/p>

Speaker<\/strong>: Giacomo Vitali<\/p>

\u00a0<\/p>

Solving Currency Arbitrage Problems using D-Wave Advantage2 Quantum Annealer<\/p>

Authors<\/strong>: Lorenzo Mazzei, Giada Beccari, Mirko Laruina, Marco Cococcioni<\/p>

\u00a0<\/p>

Session 2<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Mansur Ziiatdinov<\/p>

\u00a0<\/p>

Explainable Quantum Machine Learning for IoMT Security: Evaluating Quantum Advantage<\/p>

Authors<\/strong>: Vincenzo Spadari, Alfredo Nascita, Idio Guarino, Domenico Ciuonzo, Antonio Pescap\u00e9<\/p>

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Assessing the Feasibility of Quantum Autoencoders for Real-World Visual Anomaly Detection<\/p>

Authors<\/strong>: Farida Farsian, Attilio Azzarelli, Fabrizio De Vita, Giovanni Merlino, Francesco Schilliro<\/p>

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Federated Variational Quantum Neural Networks for Privacy-Preserving Anomaly Detection in Smart IoT Networks<\/p>

Authors<\/strong>: Radhakrishnan Delhibabu,\u00a0 Manuel Mazzara, Salvatore Distefano<\/p>

\u00a0<\/p>

A Recipe for Data-driven Medicine: Data Encoding, Machine Learning, and Quantum Computing<\/p>

Authors<\/strong>: Mansur Ziiatdinov, Salvatore Distefano<\/p>

\u00a0<\/p>

Session 3<\/h4>

Session Chair<\/strong>: M Arif Khan<\/p>

\u00a0<\/p>

Invited talk<\/strong>: <\/em>Towards Quantum Networks: Characterizing Raman Noise over Metropolitan scale Fiber Network<\/p>

Authors<\/strong>: Marcello Caleffi, Laura d\u2019Avossa, Italo Ignacio Machuca Flores, Marco Grillo, Elena Montella, Angela Sara Cacciapuoti<\/p>

\u00a0<\/p>

Traveling Salesman Problem with a preprocessing method for classical and quantum optimization<\/p>

Authors<\/strong>: Alessia Ciacco, Luigi Di Puglia Pugliese, Francesca Guerriero<\/p>

\u00a0<\/p>

QAIRAS: A Resource-Bounded Hybrid Quantum-Inspired Architecture for Secure Smart Systems<\/p>

Authors<\/strong>: Patrick Hamilton, M Arif Khan, Rafiqul Islam, Fendy Santoso<\/p>

\u00a0<\/p>

Integrating Classical and Quantum PUF with QKD for Secure IoT Networks<\/p>

Authors<\/strong>: Franco Cirillo, Maria Caterina D\u2019Aloia, Christian Esposito<\/p>

\u00a0<\/p>

Quantum k-means based on Quantum Local Sensitive Hashing with Application to Irrigation Machine Sensors Data Clustering<\/p>

Authors<\/strong>: Kamil Khadiev, Aliia Khadieva<\/p>

\u00a0<\/p>

Q2NS Demo: A Quantum Network Simulator Based on ns-3<\/p>

Authors<\/strong>: Francesco Mazza, Adam Pearson, Marcello Caleffi, Angela Sara Cacciapuoti<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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SmartAIDa<\/strong><\/h3>

\u00a0<\/p>

Session 1<\/h4>

\u00a0<\/p>

Keynote<\/strong>: Engineering the Smart City Data Continuum: Data Spaces, Digital Twins and AI-Driven Decision Intelligence<\/p>

Speaker<\/strong>: Dr. Antonio J. Jara<\/p>

\u00a0<\/p>

Session 2<\/strong><\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Martin Serrano<\/p>

\u00a0<\/p>

Policy-Driven Federated Learning: Operationalising Governance, Trust, and Compliance in Cross-Organisational AI<\/p>

Authors<\/strong>: T. Ranathunga, S. Bharti, A. McGibney<\/p>

\u00a0<\/p>

Sparse-BP: Efficient On-Device Backpropagation for Resource-Constrained Systems<\/p>

Authors<\/strong>: R. M. A. Nawaiseh, E. Catalfamo, F. De Vita<\/p>

\u00a0<\/p>

A Balanced-Scorecard-Aligned Mapping for Data Valuation Metrics<\/p>

Authors<\/strong>: E. Vyhmeister, U. Bub, R. Schneider, A. Visentin<\/p>

\u00a0<\/p>

Session 3<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Antonio J. Jara<\/p>

\u00a0<\/p>

Improving Authenticity of x402 Payment Protocol through Verification of Agent’s Intention with Zero-Knowledge Proof<\/p>

Authors<\/strong>: S. Thakur, M. Serrano<\/p>

\u00a0<\/p>

Semantically Enriching Investor Micro-blogs for Opinion-Aware Emotion Analysis: A Practical Approach<\/p>

Authors<\/strong>: G. Negi, O. Zayed, M. Serrano, P. Buitelaar<\/p>

\u00a0<\/p>

Multimodal AI-driven Multi-Source Remote Sensing Framework for Sustainable Paludiculture Monitoring<\/p>

Authors<\/strong>: S. H. Alsamhi, F. Renou-Wilson, K. Byrne, N. O’Brolchain, M. Serrano, F. Nashwan, E. Curry<\/p>

\u00a0<\/p>

FedLLM-Align: Feature Extraction From Heterogeneous Clients<\/p>

Authors<\/strong>: A. Gaber; M. A. El-Mahdy; Y. A. Abuzied; H. M. A. Eltawab; T. ElBatt<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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SmartAgr<\/strong><\/h3>

\u00a0<\/p>

Session 1<\/strong><\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Gabriele Cecchetti<\/p>

\u00a0<\/p>

Benchmarking Object Detection Models for Tuta Absoluta Egg Identification in Field Images<\/p>

Authors<\/strong>: Georgios Katranas, Isaak Kavasidis,<\/u> Zisis Tsiropoulos, Ioannis Gravalos<\/p>

\u00a0<\/p>

An AI-driven Digital Twin Methodology to Optimize Irrigation in Greenhouses<\/p>

Authors<\/strong>: Ilenia Ficili, Maurizio Giacobbe, Giuseppe Tricomi, Antonio Pulifito<\/p>

\u00a0<\/p>

PesTwin: a biology-informed Digital Twin for enabling precision farming<\/p>

Authors<\/strong>: Andrea De Antoni, Matteo Rucco, Alberto Maria Cattaneo, Paola Draicchio, Giovanni Iacca, Andrea Pugliese, Maria Vittoria Mancini<\/p>

\u00a0<\/p>

Evaluating Weak Supervision for Grapevine Segmentation in UAV-based RGB Imager<\/p>

Authors<\/strong>: Danilo Leite, Pedro Marques, Luis Padua, Joaquim Jo\u00e3o Sousa, Raul Morais, Ant\u00f3nio Cunha<\/p>

\u00a0<\/p>

Session 2<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Luis Padua<\/p>

\u00a0<\/p>

Smart Agrivoltaics for Precision Agriculture: A Sustainable Simulation-Driven Architecture<\/p>

Authors<\/strong>: Gabriele Cecchetti, Anna Lina Ruscelli, Piero Castoldi<\/p>

\u00a0<\/p>

Photovoltaic Vs National Grid Energy in Controlled Environment Agriculture (CEA) for Enhanced WEFE Nexus: A Jordanian Case Study<\/p>

Authors<\/strong>: Tetiana Buzykina, Omar Bawab, Asiya Khan, Husam HajAli, Nagham Saeed, Mohammad Mashatleh<\/p>

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MODASYS: An Integrated Digital Platform for Agricultural GHG Mitigation and Economic Performance<\/p>

Authors<\/strong>: Mohammad Ibrahim Khalil, Badhan Sen, Md. Masum Billah<\/p>

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Simulating Soil Organic Carbon and Soil Health Dynamics Using MODASYS: A New Zealand Case Study<\/p>

Authors<\/strong>: Masum Billah, Badhan Sen, Tony van der Weerden, Rebecca Redmond, Banira Lombardi, Bruce Osborne, Mohammad Ibrahim Khalil<\/p>

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Session 3<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Asiya Khan<\/p>

\u00a0<\/p>

A Data Governance Framework for Socio-Ecological Value in Smart Agriculture<\/p>

Authors<\/strong>: Saeed Niksaz, Fisnik Dalipi, Avni Rustemi<\/p>

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WISDOM: Water and energy efficient Irrigation using Smart Drone-Orchestrated Microservic<\/p>

Authors<\/strong>: Abhishek Pandey, Sourav Kanti Addya<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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SmartSys<\/strong><\/h3>

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Session 1<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Marco Pettorali<\/p>

\u00a0<\/p>

Keynote<\/strong>: Enabling Physical AI for Resilient Community Infrastructure
Speaker and affiliation<\/p>

Speaker<\/strong>: Nalini Venkatasubramanian<\/p>

\u00a0<\/p>

Session 2<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Flavio De Paoli<\/p>

\u00a0<\/p>

Enabling the Cloud-to-Autonomous-Vehicles continuum for future Industrial IoT Applications: the CAVIA approach<\/p>

Authors<\/strong>: Gianluca Filippone, Francesca Righetti, Francesco Di Rienzo, Marco Autili, Alberto Ceselli, Christian Quadri, Carlo Vallati<\/p>

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Toward a Distributed Hypervisor for I\/O Virtualization in the Cloud-to-Things Compute Continuum<\/p>

Authors<\/strong>: Giovanni Lombardo, Antonio Puliafito, Giovanni Merlino, Francesco Longo<\/p>

\u00a0<\/p>

Toward Deviceless Paradigm: An IoT-centered and Orchestrated FaaS Architecture<\/p>

Authors<\/strong>: Fabio Orazio Mirto, Luca D’Agati, Giuseppe Tricomi, Francesco Longo, Carlo Puliafito, Antonio Virdis, Giovanni Merlino<\/p>

\u00a0<\/p>

Automated Litter Characterization for Smart Cities
Authors<\/strong>: Emily Diaz-Silva, Grace Gao, Nidhi Begur, Sandina Charles, Rishith Arra, Suvosree Chatterjee, Mahdi Zarif, Jason O Hallstrom<\/p>

\u00a0<\/p>

Session 3<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Carlo Vallati<\/p>

\u00a0<\/p>

Encrypted Unsupervised Federated Learning for Condition Monitoring in Wind Turbines<\/p>

Authors<\/strong>: Chibuike Azubuine, Raj Mani Shukla, Bernardi Pranggono<\/p>

\u00a0<\/p>

Information-Extraction-Guided LLM Generation of WoT Thing Descriptions for Services<\/p>

Authors<\/strong>: Lara Sormani, Giuseppe Vizzari, Flavio De Paoli<\/p>

\u00a0<\/p>

PLAIground: SLO-Driven Runtime Model Selection for Compound AI Systems in the Edge-Cloud-Space Continuum<\/p>

Authors<\/strong>: Milos Gravara, Andrija Stanisic, Cynthia Marcelino, Stefan Nastic<\/p>

\u00a0<\/p>

Secure and Dependable UAV through Rejuvenation
Authors<\/strong>: Salvatore Distefano, Maurizio Giacobbe, Marco Scarpa<\/p>

\u00a0<\/p>

Towards neurosymbolic network intrusion detection
Authors<\/strong>: Vito Scaraggi, Andrea Passarella, Marco Conti<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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SSC<\/strong><\/h3>

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Session 1<\/h4>

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Session<\/strong> Chair<\/strong>: Antonio Puliafito<\/p>

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Keynote speech<\/strong>: From Smart City to Intelligent City: the SmartMe.io experience
Speaker<\/strong>: Francesco Alessi (SmartMe.io s.r.l., Italy)<\/p>

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PROAIR: A Digital Twin Framework for Urban Air Quality Forecasting via Temporal Fusion Transformers and Scenario-based What-if Analysis<\/p>

Authors<\/strong>: Mario Molinara, Marco Cantone, Ciro Russo, Alessandro Bria, Claudio Marrocco, Simone De Vita, Michelangelo Esposito, Giovanni D’ Acunto, Claudio Pagano, Gaetano Rocco<\/p>

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Edge-Based PPE Detection for Urban Construction Under Realistic Visual Conditions<\/p>

Authors<\/strong>: Giustino Claudio Miglionico, Francesco Di Rienzo, Pietro Ducange, Francesco Marcelloni, Carlo Vallati<\/p>

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Dynamic Cluster-Head Rotation for Energy-Aware Predictive Wireless Sensor Networks<\/p>

Authors<\/strong>: Imourane Abdoulaye, Dorian Diana, Laurent Yvon Rodriguez, C\u00e9cile Belleudy, Benoit Miramond<\/p>

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Session 2<\/h4>

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Session Chair<\/strong>: Fabrizio De Vita<\/p>

\u00a0<\/p>

Context-Aware Recommendation for Smart Tourism: A Framework for Enhancing Archaeological Park Experiences<\/p>

Authors<\/strong>: Francesco Colace, Marco Lombardi, Angelo Lorusso, Domenico Santaniello, Pietro Giuseppe Strollo, Carmine Valentino<\/p>

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Detecting Cyber-Attacks in Connected Vehicles through Context-Aware Multilevel Graph Modeling<\/p>

Authors<\/strong>: Mario Casillo, Francesco Colace, Angelo Lorusso, Domenico Santaniello, Giusy Strollo, Carmine Valentino<\/p>

\u00a0<\/p>

An IoT-Driven Machine Learning Framework for Real-Time Monitoring in Smart Buildings<\/p>

Authors<\/strong>: Mostafa Zaman, Sujay Saha,\u00a0 Gayatri Bhavana Addala,\u00a0 Nasibeh Zohrabi, Sherif Abdelwahed<\/p>

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Energy-Aware Multi-Objective Resource Allocation of Real-Time Mobile Applications in the Cloud-to-Things Continuum<\/p>

Authors<\/strong>: Marco Pettorali, Lorenzo Moni, Francesca Righetti, Giuseppe Anastasi<\/p>

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Session 3<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Giuseppe Tricomi<\/p>

Neuro-Symbolic AI for Industrial Systems: Bridging Deep Learning and Domain Expertise<\/p>

Authors<\/strong>: Ghena Barakat, Harshit Gupta, Francesco Longo, Giovanni Merlino, Antonio Puliafito<\/p>

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When Seconds Matter – Designing Sensor driven Emergency Services for Smart Cities<\/p>

Authors<\/strong>: Spyridon Georg Koustas, Timon Sengewald, Angela Roth<\/p>

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Towards a Zero-Touch Provisioning Approach for Heterogeneous Edge Platforms using UEFI and iPXE Boot<\/p>

Authors<\/strong>: Theo Manea, Zakaria Benomar, Laurent Corbain, Anatole Phamnguyen, Jerome Venant, Alexandre Berne<\/p>

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Optimizing LoRaWAN Coverage for IoTaaS in Dense Urban Scenario through Validation-Based Radio Planning<\/p>

Authors<\/strong>: Maurizio Giacobbe, Sarah Zanafi, Antonio Puliafito<\/p>

\u00a0<\/p>

S-CI: An Agent-Based AI Framework for Strategic Competitive Intelligence in the Geoeconomic Age<\/p>

Author<\/strong>: Andrea Puliafito<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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SMVG<\/strong><\/h3>

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Session 1<\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Manuel Andruccioli<\/p>

\u00a0<\/p>

Prioritizing Policy Instruments for Accelerating Sustainable Electric Vehicle Adoption Using Fuzzy Decision-Making<\/p>

Authors<\/strong>: Sina Shaffiee Haghshenas, Raffaele Zinno, Giuseppe Guido, Sami Shaffiee Haghshenas, Gregorio Cappuccino<\/p>

\u00a0<\/p>

Exploring Geospatial Features for Short-Term Energy Forecasting in EBus with Machine Learning<\/p>

Authors<\/strong>: Manuel Andruccioli, Bryce Chao, Hugo Badia, Giovanni Delnevo, Miquel Estrada, Silvia Mirri<\/p>

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Zero-Trust Secure Network Slicing for Autonomous Vehicle Platooning<\/p>

Authors<\/strong>: Quazi Ehsanul Kabir Mamun, Marco Picone<\/p>

\u00a0<\/p>

Optimized Collective Perception Service for Vehicular Networks<\/p>

Authors<\/strong>: Thenuka Karunathilake, Anna F\u00f6rster<\/p>

\u00a0<\/p>

Session 2<\/strong><\/h4>

\u00a0<\/p>

Session Chair<\/strong>: Manuel Andruccioli<\/p>

\u00a0<\/p>

Short-Term Fuel Forecasting in Urban Bus Fleets: A Data-Driven Approach for Transport Operations<\/p>

Authors<\/strong>: Manuel Andruccioli, Miquel Estrada, Giovanni Delnevo, Silvia Mirri<\/p>

\u00a0<\/p>

IoV-FedMBD: Privacy-Preserving Federated Detection of Message Manipulation in the Internet of Vehicles<\/p>

Authors<\/strong>: Quazi Ehsanul Kabir Mamun, Ashish Patel, Gaurav Ameta<\/p>

\u00a0<\/p>

A Semantic Digital Twin for Occlusion-Aware Cooperative Collision Prediction<\/p>

Authors<\/strong>: Malik Luti, Daniel Solc, Mat\u00fa\u0161 Dopiriak, Zixia Xia, Juraj Gazda, Marco Levorato<\/p>

\u00a0<\/p>

Quadruped Robots in Smart Mobility Systems: Applications, Challenges, and Integration Gaps<\/p>

Authors<\/strong>: Kelvin Olaiya, Eugenio Tampieri, Manuel Andruccioli, Giovanni Delnevo, Chan-Tong Lam, Giovanni Pau, Paola Salomoni<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

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