Sessions

Day 1 - September 09, 2025

Data Science for Healthcare I (11:15 - 12:15 Aula Main):
Session chair: Michelangelo Ceci

  • Diabetes Management: Non-Invasive Glucose Monitoring via ECG and Machine Learning, Matteo Ruggiero, Alessia Auriemma Citarella, Fabiola De Marco, Luigi Di Biasi, Genoveffa Tortora
  • Improving Preliminary Diagnosis in Italian Through a Retrieval-Augmented Medical Chatbot, Mariano Barone, Gian Marco Orlando, Marco Perillo, Giuseppe Riccio, Antonio Romano, Diego Russo, Ferdinando Tammaro, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato
  • DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP, Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato
  • Homomorphic Encryption for EDSS Classification: Safeguarding Patient Privacy in MRI-Based Assessment of Multiple Sclerosis, Stefano Cirillo, Vincenzo Deufemia, Luigi Di Biasi, Giuseppe Polese, Giandomenico Solimando, Genoveffa Tortora

Large Language Models (12:15 - 13:00 Aula Main):
Session chair: Nicola Bena

  • Investigating Edge Fine-Tuning of Large Language Models in a Federated Environment, Lorenzo Colombi, Michela Vespa, Francesco Resca, Sara Cavicchi, Edoardo di Caro, Elena Bellodi, Mauro Tortonesi, Cesare Stefanelli
  • Question Answering through Retrieval-Augmented Large Language Models: an Experimental Evaluation, Claudia Diamantini, Alex Mircoli, Alessia Pagnotta, Domenico Potena, Maria Cristina Recchioni, Emanuele Storti
  • PARSAL: Pipeline for Automatic Retrieval and Structuring of Academic Literature, Salvatore Contino, Irene Siragusa, Giovanni Sciortino, Roberto Pirrone

Advances in Data Science and AI (14:00 - 15:00 Aula Main):
Session chair: Claudia Diamantini

  • Space-efficient private estimation of quantiles, Massimo Cafaro, Angelo Coluccia, Italo Epicoco, Marco Pulimeno
  • HybridKAN: Leveraging Multi-Sized Sub-MLPs for Enhanced Performance, Fabio D'Andreamatteo, Andrea D'Angelo, Giovanni Stilo
  • BoXoR-C: Coherence and Directionality of Counterfactual Explanations, Antonio Maratea, Domenico Lugubre
  • Non-Euclidean Geometries for Prototype-Based Image Classification: a Reality Check, Samuele Fonio, Silvia Grosso, Sara Bouchenak

Data Science and AI for Good I (15:00 - 16:00 Aula Main):
Session chair: Lorenzo Colombi

  • Representation of the temporal ego-networks through graph evolution rules: a tool for Web3 applications, Alessia Galdeman, Matteo Zignani, Christian Quadri, Sabrina Gaito
  • Augmented Narratives: A Data-Driven Platform for Interactive Storytelling based on Artificial Intelligence and Knowledge Representation techniques, Luigi Colucci Cante, Mariangela Graziano, Beniamimo di Martino
  • Real-Time Detection of Social Media Disinformation Using DISARM: Twitter Case Study, Daniele Granata, Roberto Nardone
  • Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025, Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen, Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah, Lorenzo Di Rocco, Tho T. Quan

Day 2 - September 10, 2025

Security, Privacy, and Beyond (11:30 - 12:15 Aula Main):
Session chair: Chiara Boldrini

  • Bridging LLMs and Symbolic Reasoning in Educational QA Systems: Insights from the XAI Challenge at IJCNN 2025, Long S. T. Nguyen, Khang H. N. Vo, Thu H. A. Nguyen, Tuan C. Bui, Duc Q. Nguyen, Thanh-Tung Tran, Anh D. Nguyen, Minh L. Nguyen, Fabien Baldacci, Thang H. Bui, Emanuel Di Nardo, Angelo Ciaramella, Son H. Le, Ihsan Ullah, Lorenzo Di Rocco, Tho T. Quan
  • Network Traffic-Based Malware Detection for Android Devices, Dincy R. Arikkat, Hasna Jabeen N. K., Mirko Lai, Serena Nicolazzo, Antonino Nocera, Anafa P., Vinod P., Rafidha Rehiman K.A.
  • A Privacy-Preserving Schema Matching Technique based on k-Anonymity, Domenico Beneventano, Sonia Bergamaschi, Carmelo La Corte

Data Science: Technical Advances and Societal Perspectives (12:15 - 13:00 Aula Main):
Session chair: Matteo Zignani

  • Dividi et Impera: Enhancing Synthetic Data Fidelity through Data Partitioning, Yordanos Nebiyou Yifru, Salvatore Distefano
  • Exploring the Dataset Landscape for Automated Propaganda Detection: A Data-Centric Insight, Marco Usai, Davide Antonio Mura, Andrea Loddo, Manuela Sanguinetti, Luca Zedda, Cecilia Di Ruberto, Maurizio Atzori
  • The BotBid Project: Data Education at Work, Giorgio Delzanno, Giovanna Guerrini, Enrica Roccotiello, Angela Sugliano, Giovanni Zanone
  • S-PIC4CHU: Semantics-Enriched Techniques for Data Preparation in Data Science, Gianvincenzo Alfano, Ilaria Bartolini, Diego Calvanese, Paolo Ciaccia, Sergio Greco, Davide Lanti, Pasquale Leonardo Lazzaro, Emilia Lenzi, Davide Martinenghi, Cristian Molinaro, Marco Patella, Letizia Tanca, Riccardo Torlone, Irina Trubitsyna

Storage and Querying (16:30 - 17:15 Aula Main):
Session chair: Antonio Maratea

  • FFrom Data Sources to User Screens: a Multimodal hEalth Data lakehouse for ITAly (MEDITA), Maria Paola Priola
  • Logic-based Semantics and Query Entailment for Knowledge Graphs, Roberto Maria Delfino, Maurizio Lenzerini, Antonella Poggi
  • A new framework for Integrated distributed data management, processing, and advanced analytics supporting Digital Twin systems: a Proof of Concept, Nicola Masi, Chiara Maria Capizzi, Francesco Patanè, Giuseppe Veneziano, Davide Profeta, Sergio Comella, Giada Sajeva, Lorenzo Gori, Susanna Bonura
  • Controlled Query Evaluation under Epistemic Protection Policies, Gianluca Cima, Domenico Lembo, Lorenzo Marconi, Riccardo Rosati, Domenico Fabio Savo

Data Science and AI for Good II (17:15 - 18:00 Aula Main):
Session chair: Roberto Esposito

  • Climate Data IT: towards a National Data Hub for Climate Science, Sandro Fiore, Paola Nassisi, Ludovica Sacco, Gabriele Padovani, Fabrizio Antonio, Donatello Elia, Italo Epicoco, Nicola Giuseppe Marchioro, Marco Robol, Konstantinos Zefkilis, Flavio Vella, Carolina Sopranzetti, Andrea Alessandri, Annalisa Cherchi, Franco Catalano, Gianmaria Sannino, Gabriella Scipione, Marco Puccini, Erika Coppola, Ivan Girotto, Marco Reale, Stefano Salon, Antonella Galizia, Marcello Iotti, Hilary J Oliver, Valentine Anantharaj, Silvio Gualdi
  • Variational Inference for the Partial Credit Model, Paolo Frazzetto, Nicolò Navarin, Alessandro Sperduti
  • Urban Region Embeddings from Service-Specific Mobile Traffic Data, Giulio Loddi, Chiara Pugliese, Francesco Lettich, Chiara Renso, Fabio Pinelli
  • Analyzing and visualizing open urban data to study city accessibility and segregation, Mirko Lai, Anna Sapienza, Salvatore Vilella, Massimo Canonico, Federica Cena, Giancarlo Ruffo

Day 3 - September 11, 2025

Data Science and AI for Good III (11:00 - 12:00 Aula 1):
Session chair: Domenico Beneventano

  • A Deep Learning-based Anomaly Detection System for Railway Equipment, Michele Bevilacqua, Walter Didimo, Alessandro Eugeni, Fabrizio Montecchiani, Giovanni Spinelli
  • Aircraft data analysis and predictive maintenance: The experience of the 'Arrowhead-fpvn' project, Gianluca Boleto, Gianluca Sommariva, Luca Oneto, Stefano Rovetta, Alberto Calvo, Luca Mortorano, Claudio Porretti, Davide Anguita
  • Automated Patent Landscaping via Citation Expansion and Semantic Filtering for Twin (Green and Digital) Patents, Francesca Ghinami
  • On effective ways to warn people against misleading contents, Luigi Catuogno, Emanuel Di Nardo, Clemente Galdi, Gennaro Ragucci
  • A Service-Oriented Architecture for the Digital Thread of Smart Products, Devis Bianchini, Massimiliano Garda, Anisa Rula
  • SLO-aware orchestration and autoscaling for microservice based applications, Orazio Tomarchio, Angelo Marchese

Fairness and Applications of Data Science (14:00 - 14:45 Aula Main):
Session chair: Valerio Bellandi

  • Reconciling Statistical and Causal Metrics of Fairness in Machine Learning on Data-Driven Systems, Chiara Criscuolo, Davide Martinenghi, Jing Huang
  • Supporting human evaluation for the Fundamental Rights Impact Assessment of an AI-based hiring system, Roberta Savella, Roberto Trasarti, Francesca Pratesi, Marco Di Cristo
  • From Wearable Data to Computational Notebooks, Anna Khristodulo, Giancarlo Mascetti, Giorgio Delzanno, Marta Bassi, Nicola Minuto
  • The ego network of words, Kilian Ollivier, Chiara Boldrini, Andrea Passarella, Marco Conti

Data Science for Healthcare II (14:45 - 15:30 Aula Main):
Session chair: Nicola Bena

  • A Federated Learning Architecture for Prostate MRI Image Segmentation, Alice Bovio, Mario Barile, Francesco Pallotta, Lorenzo Pede, Alessandro Maiocchi, Marco Alì, Fatemeh Darvizeh, Deborah Fazzini, Francesco Lacavalla, Massimo Banzi, Gabriele Gianini, Filippo Berto, Ruslan Bondaruc, Ernesto Damiani, Saman Fouladi
  • A secure AI-enabled platform to support the automated Alzheimer's disease diagnosis, Claudio A. Ardagna, Veronica Buttaro, Michelangelo Ceci, Marco Luzzara, Antonio Pellicani, Gianvito Pio, Antongiacomo Polimeno
  • Health Data Sharing for Secondary Use: a Critical Overview, Alessio Famiani, Ruggero G. Pensa
  • Automatic Evaluation of Cancer Reduction during Radiotherapy, Valerio Bellandi, Stefano Siccardi