Ital-IA 2024

Table of Contents

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• GiottoBugFixer: an effective and scalable easy-to-use framework for fixing software issues in a DevOps pipeline 1-5 PDF
  Fabio Previtali, Placido Pellegriti, Carmine Cisca
• GitHub Copilot: a systematic study 6-11 PDF
  Michele Filannino, Alessandro Benetti
• Evaluating Retrieval-Augmented Generation for Question Answering with Large Language Models 12-17 PDF
  Massimo Ruffolo, Antonio Lanza, Luca De Grandis, Francesco Maria Granata, Amir Bachir, Ermelinda Oro
• Large Language Models for Issue Report Classification 18-23 PDF
  Filippo Lanubile, Giuseppe Colavito, Luigi Quaranta, Nicole Novielli
• SAI4EO: Symbiotic Artificial Intelligence for Earth Observation 24-28 PDF
  Nicolò Taggio, Sergio Samarelli, Matteo Simone
• Explaining Intimate Partner Violence with LLaMAntino 29-34 PDF
  Lucia Siciliani, Pierpaolo Basile, Giovanni Semeraro, Fabiana Battista, Patrizia Sorianello, Vincenzo Tamburrano, Elio Musacchio, Rosa Scardigno, Marco Degemmis, Vita Santa Barletta, Danilo Caivano, Gabriella Calvano, Antonietta Curci, Marco Polignano
• Regulating Generative AI towards the future 35-41 PDF
  Giovanna De Minico, Michela Tuozzo
• Using Large Language Models to Support Software Engineering Documentation in Waterfall Life Cycles: Are We There Yet? 42-47 PDF
  Fabio Palomba, Dario Di Nucci, Gemma Catolino, Antonio Della Porta, Gilberto Recupito, Vincenzo De Martino, Carmine Iemmino
• Large Language Models in Software Engineering: A Focus on Issue Report Classification and User Acceptance Test Generation 48-53 PDF
  Filomena Ferrucci, Sergio Di Martino, Gabriele De Vito, Luigi L. L. Starace, Fabio Palomba
• Improving the accessibility of EU laws: the Chat-EUR-Lex project 54-59 PDF
  Lorenzo De Mattei, Francesco Romano, Mattia Sangermano, Manola Cherubini, Andrea Bolioli
• Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins 60-65 PDF
  Carolina Adornato, Giulio Iannello, Ermanno Cordelli, Paolo Soda, Lorenzo Marcoccia, Elena Mulero Ayllon, Rebecca Restivo, Aurora Rofena, Francesco Di Feola, Lorenzo Tronchin, Matteo Tortora, Valerio Guarrasi, Rosa Sicilia, Cecilia Assolito
• Leveraging LLMs for Event Extraction in Italian Documents: a Roadmap for Future Research 66-71 PDF
  Federica Rollo, Giovanni Bonisoli, Laura Po
• Intelligent Smart Tourism Education: AI-Based Learning for Cultural Tourism Experiments 72-76 PDF
  Michele Angelaccio, Lucia Zappitell, Michele Fasolo
• Advancements and Challenges in Generative AI: Architectures, Applications, and Ethical Implications 77-82 PDF
  Alberto Moccardi, Vincenzo Moscato, Carlo Sansone, Flora Amato, Antonio Maria Rinaldi, Egidia Cirillo, Giovanni Maria De Filippis, Domenico Benfenati, Lidia Marassi, Antonio Elia Pascarella, Mattia Fonisto, Antonio Galli, Narendra Patwardhan, Cristiano Russo, Cristian Tommasino, Stefano Marrone 0002
• Teachers Interacting with Generative Artificial Intelligence: A Dual Responsibility 83-88 PDF
  Fabio Palomba, Mirko Marras, Silvio Marcello Pagliara, Alessandro Iannella, Carmine Gravino
• Toward the use of Generative AI to develop Computational Thinking by supporting Problem Decomposition 89-94 PDF
  Giovanna Guerrini, Giorgio Delzanno, Davide Ponzini, Giovanni Adorni
• A Risk-based Approach to Trustworthy AI Systems for Judicial Procedures 95-100 PDF
  Majid Mollaeefar, Eleonora Marchesini, Roberto Carbone, Silvio Ranise
• Towards a responsible usage of AI-based Large Acoustic Models for Automatic Speech Recognition: on the importance of data in the self-supervised era 101-105 PDF
  Vincenzo Norman Vitale, Emilia Tanda, Francesco Cutugno
• Beyond the Hype: Toward a Concrete Adoption of the Fair and Responsible Use of AI 106-111 PDF
  Lelio Campanile, Fiammetta Marulli, Michele Di Giovanni, Roberta De Fazio
• Acceptability of Symbiotic Artificial Intelligence: Highlights from the FAIR project 112-117 PDF
  Antonio Lombardi, Francesca A. Lisi, Lorenzo Pulito, Piero Marra, Antonio Carnevale, Abeer Dyoub
• Symbiotic AI: What is the Role of Trustworthiness? 118-123 PDF
  Antonio Piccinno, Rosa Lanzilotti, Miriana Calvano, Antonio Curci
• The NEMO co-pilot 124-128 PDF
  Andrea Rafanelli, Giovanni De Gasperis, Francesco Gullo, Stefania Costantini, Pierangelo Dell'Acqua
• Developing safe and explainable autonomous agents: from simulation to the real world 129-134 PDF
  Alberto Castellini, Alessandro Farinelli, Celeste Veronese, Luca Marzari, Federico Bianchi 0002, Daniele Meli, Francesco Trotti
• On Representing Humans' Soft-Ethics Preferences As Dispositions 135-140 PDF
  Ziba Assadi, Donatella Donati, Nicolas Troquard, Simone Gozzano, Paola Inverardi
• Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II 141-146 PDF
  Cristian Tommasino, Vincenzo Moscato, Carlo Sansone, Flora Amato, Antonio Maria Rinaldi, Giovanni Maria De Filippis, Elio Masciari, Michela Gravina, Antonio Galli, Cristiano Russo, Stefano Marrone 0002, Lidia Marassi
• Ghosts in the AI 147-152 PDF
  Emanuele Fulvio Perri, Elio Grande
• Towards Trustworthy AI in Inclusive Education: A Co-Creation Approach Rooted in Ecological Frameworks 153-158 PDF
  Daniele Nardi, Valeria Cesaroni, Eleonora Pasqua, Martina Galletti
• Adaptive Ensemble Learning for Intrusion Detection Systems 159-164 PDF
  Pierluca Ferraro, Vincenzo Agate, Federico Concone, Giuseppe Lo Re, Alessandra De Paola, Marco Morana, Salvatore Gaglio
• Robustness and Generalization of Synthetic Images Detectors 165-169 PDF
  Giuseppe Fiameni, Claudio Gennaro, Giuseppe Amato 0001, Fabrizio Falchi, Davide Coccomini, Roberto Caldelli
• Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity 170-175 PDF
  Giuseppe Manco 0001, Luca Caviglione, Ettore Ritacco, Carmela Comito, Massimo Guarascio 0001, Daniela Gallo, Simone Mungari, Marco Minici, Paolo Zicari, Marco Zuppelli, Angelica Liguori, Francesco Sergio Pisani, Antonino Rullo, Erica Coppolillo
• A Natural Language Processing-based Approach for Cyber Risk Assessment in the Healthcare Ecosystems 176-181 PDF
  Stefano Silvestri, Giuseppe Tricomi, Giuseppe Felice Russo, Mario Ciampi
• Enhancing Cyber-threat detection coupling Deep Neural Ensemble Learning with XAI 182-187 PDF
  Giuseppina Andresini, Malik Al-Essa, Annalisa Appice, Donato Malerba
• Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach 188-193 PDF
  Giovanni Puglisi, Carlo Sansone, Guido Colaiacovo, Lucia Sarcinella, Donatella Curtotti, Grazia Terrone, Gian Luca Marcialis, Giulia Orrù, Donato Impedovo, Vincenzo Gattulli, Stefano Marrone 0002
• AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II 194-199 PDF
  Valerio La Gatta, Lidia Marassi, Carlo Sansone, Vincenzo Moscato, Marco Postiglione, Antonino Ferraro, Antonio Galli, Giancarlo Sperlì, Stefano Marrone 0002
• Real-Time Intrusion Detection via Machine Learning Approaches 200-205 PDF
  Fausto Marcantoni, Michela Quadrini, Erik Murtaj, Hans Friedrich Witschel, Michele Loreti
• Data & AI for Industrial Application 206-211 PDF
  Antimo Angelino
• Design the modern supply chain: The SmarTwin Projec 212-217 PDF
  Daniele Ruggeri, Michele Di Capua, Salvatore Moscariello, Pietro Catalano, Angelo Ciaramella, Gennaro Iannuzzo, Pietro D'Ambrosio, Emanuel Di Nardo, Aniello De Prisco
• Dictionary Learning for data compression within a Digital Twin Framework 218-223 PDF
  Eric Pascolo, Domitilla Brandoni, Laura Cavalli, Margherita Porcelli
• Industrial Datasets for Multi-Modal Monitoring of an Assembly Task for Human Action Recognition and Segmentation 224-229 PDF
  Grazia Cicirelli, Annaclaudia Bono, Laura Romeo, Tiziana D'Orazio
• Exploiting Multimodal Latent Diffusion Models for Accurate Anomaly Detection in Industry 5.0 230-235 PDF
  Andrea Chiarini, Francesco Setti, Marco Cristani, Alvise Vivenza, Luigi Capogrosso
• An integrated intelligent surveillance system for Industrial areas 236-241 PDF
  Antonino Staiano, Francesco Camastra, Alessio Ferone, Giovanni Hauber, Pasquale De Trino, Antonio Junior Spoleto, Maria Concetta Vitale, Vincenzo Mariano Scarrica, Angelo Casolaro, Angelo Ciaramella, Gennaro Iannuzzo
• 3D reconstruction methods in industrial settings: a comparative study for COLMAP, NeRF and 3D Gaussian Splatting 242-247 PDF
  Lorenzo Orlandi, Zeno Sambugaro, Nicola Conci
• Cutting edge video analytics solutions: from the research to the market 248-252 PDF
  Mattia Marseglia, Domenico Rocco, Stefano Saldutti, Bruno Vento
• UniCas for Industry 253-258 PDF
  Mario Molinara, Francesco Fontanella, Alessio Miele, Michele Vitelli, Hamza Mustafa, Alessandra Scotto di Freca, Claudio De Stefano, Claudio Marrocco, Alessandro Bria
• AI-driven models for Cold Spray deposition: transforming additive manufacturing for sustainability 259-264 PDF
  Fabiola De Marco, Genny Tortora, Alessia Serena Perna, Antonio Viscusi, Alessia Auriemma Citarella, Luigi Carrino, Luigi Di Biasi
• AI in Industry: Activities of the CINI-AIIS Lab at University of Naples Federico II 265-270 PDF
  Gabriele Piantadosi, Vincenzo Moscato, Carlo Sansone, Sofia Dutto, Alessandro Del Prete, Antonino Ferraro, Antonio Galli, Giancarlo Sperlì
• Video Analytics for Volleyball: Preliminary Results and Future Prospects of the 5VREAL Project 271-276 PDF
  Oswald Lanz, Ivan Donadello, Alessandro Torcinovich, Andrea Rosani, Michele Calvanese, Giuseppe Di Fatta, Marco Montali
• Large-Scale Transformer models for Transactional Data 277-282 PDF
  Fabrizio Garuti, Simone Luetto, Enver Sangineto, Rita Cucchiara
• VolTS Augmented: An Improvement of a Volatility-based Trading System to Forecast Stock Markets Trends 283-288 PDF
  Ivan Letteri
• Implementing Vision Transformers in Dermatological Practice: A Web Application for Melanoma Screening 289-294 PDF
  Giuseppe Accardo, Valentina Esposito, Daniele Sirico
• Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring 295-300 PDF
  Gabriella Casalino, Giovanna Castellano, Gianluca Zaza, Gennaro Vessio
• ARTIS: a digital interface to promote the rehabiliatation of text comprehension difficulties through Artificial Intelligence 301-306 PDF
  Federico Concone, Salvatore Gaglio, Marco Morana, Alessandra De Paola, Giuseppe Lo Re, Pierluca Ferraro, Vincenzo Agate
• Leveraging Bio-Inspired Optimization Algorithms for Advanced Feature Selection in Chronic Disease Datasets 307-312 PDF
  Abeer Dyoub, Ivan Letteri
• LLM embeddings on test items predict post hoc loadings in personality tests 313-317 PDF
  Nicola Milano, Maria Luongo, Monica Casella, Michela Ponticorvo, Davide Marocco
• An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems 318-323 PDF
  Giulio Mallardi, Luigi Quaranta, Filippo Lanubile, Andrea Basile, Fabio Calefato
• Denoising Diffusion Probabilistic Models for DBT data augmentation: preliminary results 324-329 PDF
  Lorenzo D'Errico, Lorenzo Pergamo, Mariacarla Staffa, Daniel Riccio
• UniCas for Medicine and Healthcare 330-335 PDF
  Mario Molinara, Francesco Fontanella, Svonko Galasso, Gabriele Lozupone, Cesare Davide Pace, Marco Cantone, Emanuele Nardone, Claudio De Stefano, Alessandra Scotto di Freca, Alessandro Bria, Claudio Marrocco, Ciro Russo, Tiziana D'Alessandro
• Advancing Healthcare Through AI: Innovations in Monitoring and Diagnostic Technologies at the Augmented Reality for Health Monitoring Laboratory (ARHeMLab) 336-341 PDF
  Francesco Isgrò, Egidio De Benedetto, Antonio Esposito 0002, Pasquale Arpaia, Simona Raim, Roberto Peltrini, Giacomo Lus, Paolo De Blasiis, Lutgarda Bozzetto, Giovanni Annuzzi, Andrea Apicella 0001, Nicola Moccaldi, Roberto Prevete, Umberto Bracale
• Leveraging Prompt Engineering and Large Language Models for Automating MADRS Score Computation for Depression Severity Assessment 342-347 PDF
  Alessandro Raganato, Giuseppe Carrà, Cristina Crocamo, Francesco Bartoli, Gabriella Pasi, Marco Viviani 0001, Daniele Cavaleri
• AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II 348-353 PDF
  Marco Postiglione, Vincenzo Moscato, Carlo Sansone, Antonio Maria Rinaldi, Giovanni Maria De Filippis, Adriano De Simone, Domenico Benfenati, Lidia Marassi, Salvatore Capuozzo, Enea Vincenzo Napolitano, Giuseppe Pontillo, Elio Masciari, Michela Gravina, Cristiano Russo, Cristian Tommasino, Stefano Marrone 0002
• AI-driven technologies in Digital Health & Well Being: early detection and intervention strategies 354-359 PDF
  Rita Francese, Genny Tortora, Ilaria Amaro, Attilio Della Greca, Cesare Tucci, Fabiola De Marco, Alessia Auriemma Citarella, Luigi Di Biasi, Domenico Rossi
• Towards AI-driven Next Generation Personalized Healthcare and Well-being 360-365 PDF
  Alessandro Bria, Loredana Zollo, LinLin Shen, Giulio Iannello, Ermanno Cordelli, Paolo Soda, Arianna Francesconi, Alice Natalina Caragliano, Giustino Marino, Omar Coser, Leonardo Furia, Guido Manni, Filippo Ruffini, Domenico Paolo, Wenting Chen, Clemente Lauretti, Rosa Sicilia, Christian Tamantini, Valerio Guarrasi, Matteo Tortora, Zhuoru Wu, Camillo Maria Caruso, Fatih Aksu
• AI-Driven Innovations in Healthcare: Bridging Imaging and Genomics for Advanced Disease Insights 366-371 PDF
  Alessandro Quarta, Francesco Calimeri, Edoardo De Rose, Carlo Adornetto, Pierangela Bruno, Gianluigi Greco
• From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment 372-377 PDF
  Francesco Conti 0004, Sara Colantonio, Gianluca Carloni, Andrea Berti, Eva Pachetti, Giulio Del Corso, Rossana Buongiorno, Danila Germanese, Davide Moroni, Claudia Caudai, Maria Antonietta Pascali
• Deep learning-based tumor resectability prediction model in patients with Ovarian Cancer: a preliminary evaluation 378-383 PDF
  Elena De Momi, Maria Francesca Spadea, Luigi De Vitis, Marina Rosanu, Roberto Veraldi, Gabriella Schivardi, Giovanni Damiano Aletti, Francesco Multinu, Francesca Fati, Carlo Cosentino, Paolo Zaffino
• Comparison of Machine Learning approaches for Stress Detection from Wearable Sensors Data 384-389 PDF
  Denise Falcone, Gianluca Gerard, Michela Quadrini
• Developing a Decision Support System with a Georeferenced Smart City Security Index (SCSI): A Case Study of Messina 390-395 PDF
  Giuseppe Accardo, Valentina Esposito, Roberta Marino
• Towards a Semantic Document Management System for Public Administration 396-401 PDF
  Carlo Batini, Valerio Bellandi, Matteo Palmonari, Barbara Pernici, Gaetano Santucci, Fabio Zanzotto, Stefano Ronchi, Elisabetta Fersini, Giancarlo Vecchi
• Process Mining of Public Administration Operations from Big Data 402-406 PDF
  Dmitry Mingazov, Fabio Celli
• Empowering Time-Series Forecasting in Official Statistics through Transformers 407-412 PDF
  Francesco Pugliese, Angela Pappagallo, Massimo De Cubellis, Alberico Emanuele
• Artificial Intelligence and Anti-Corruption 413-418 PDF
  Fabrizio Sbicca
• I.PaC: the National Data Space for Cultural Heritage 419-423 PDF
  Luigi Cerullo, Margherita Porena, Antonella Negri
• Instruct Large Language Models for Public Administration Document Information Extraction 424-429 PDF
  Salvatore Carta, Marco Manolo Manca, Leonardo Piano, Alessia Pisu, Sandro Gabriele Tiddia, Alessandro Giuliani
• AI-driven big web redesign: two case studies in Italian universities 430-435 PDF
  Annalisa Barla, Daniele Pretolesi, Andrea Vian, Lucia Rampino
• Automatic Summarization of Legal Texts, Extractive Summarization using LLMs 436-440 PDF
  Cristina Giannone, Raniero Romagnoli, Andrea Favalli, David Preti
• A preliminary study on Business Process-aware Large Language Models 441-446 PDF
  Marta Cimitile, Andrea Marrella, Angelo Casciani, Mario Luca Bernardi
• Road map per la creazione di un agente conversazionale per la scoperta di servizi pubblici coerente con le direttive di Design System Italia (DSI 447-451 PDF
  Davide Bruno
• Empowering e-services through the Semantic Web 452-457 PDF
  Raffaella M. Aracri, Dario Frisardi, Roberta Radini, Valerio Santarelli
• Design of a Knowledge Hub of Heterogeneous Multisource Documents to support Public Authorities 458-463 PDF
  Alessandro Oggioni, Gloria Bordogna, Paolo Tagliolato, Lorenza Babbini, Alessandro Lotti, Annalisa Minelli
• SAVIA: Artificial Intelligence in support of the lawmaking process 464-469 PDF
  Michele Visciarelli, Giuseppe Fiameni, Luisa Monti, Giovanni Guidi, Cosimo Tommasi, Laura Morselli, Domitilla Brandoni, Stefano Bianchini
• Aspect-based Sentiment Analysis for Improving Attractiveness in Shrinking Areas 470-475 PDF
  Maria Pia di Buono, Raffaele Manna, Giulia Speranza, Johanna Monti
• Towards ShowVoc: dataset publication and browsing 476-481 PDF
  Andrea Turbati, Tiziano Lorenzetti, Armando Stellato, Manuel Fiorelli
• Legal Drafting supported by AI: enhancing LEOS 482-487 PDF
  Michele Corazza, Monica Palmirani, Andrea D'Arpa, Generoso Longo, Emanuele Di Sante, Aurora Brega, Fabio Vitali
• Insights into Entomopathogenic Nematode Behavior by Using AI Techniques to Advance Sustainable Pest Control 488-493 PDF
  Donato Romano, Giovanni Benelli, Gianluca Manduca, Valeria Zeni, Anita Casadei, Cesare Stefanini
• Single-instance, multi-target learning of 3D architectural gridshells for material reuse and circular economy 494-498 PDF
  Luigi Malomo, Daniela Giorgi, Francesco Laccone, Andrea Favilli, Paolo Cignoni
• Advancing Sustainability: Research Initiatives at the Signals and Images Lab 499-504 PDF
  Massimo Martinelli, Marco Righi, Emanuele Salerno, Massimo Magrini, Andrea Scozzari, Francesco Conti 0004, Oscar Papini, Ch Muhammad Awais, Giuseppe Riccardo Leone, Antonio Bruno, Marco Tampucci, Davide Moroni, Claudia Caudai, Marco Reggiannini, Maria Antonietta Pascali, Gabriele Pieri
• Sustainable walkability in inner areas of Italy: a research proposal on AI-based simulation for older adults 505-509 PDF
  Stefania Bandini, Frida Milella, Eleonora Clarizia, Alessio De Pellegrin
• Unmasking Climate Change Impacts: Traversing Storms, Cold, Heat and Fire in Corporate Earnings Calls through a Hybrid Taxonomy and GPT-based Methodology 510-515 PDF
  Lorenzo Prosperi, Lea Zicchino, Maria Paola Priola, Annalisa Molino, Michele Cimino
• AI for Sustainability: Research at Ud'A Node 516-521 PDF
  Maria Chiara Meo, Alessia Amelio, Luciano Caroprese, Luigi Ippoliti, Francesca Scozzari, Gianluca Amato, Gianpiero Monaco, Maurizio Parton, Luca Moscardelli, Piero Chiacchiaretta, Christian Morbidoni, Fabio Fioravanti
• Machine Learning for Automated Seabed Mapping 522-527 PDF
  Luca Manzoni, Umberto Di Laudo, Silvia Ceramicola
• A Comparative Study of LightGBM on Air Quality Data Across Multiple Locations 528-533 PDF
  Andrea Arigliano, Martina Casari, Laura Po
• Safeguarding the Marine and Coastal Environment with Artificial Intelligence 534-539 PDF
  Raffaele Montella, Antonino Staiano, Francesco Camastra, Vincenzo Scarrica, Angelo Ciaramella, Gennaro Mellone, Ciro Giuseppe De Vita, Paola Barra, Emanuel Di Nardo
• AI for Sustainability: Activities of the CINI-AIIS Lab at University of Naples Federico II 540-545 PDF
  Stefano Marrone 0002, Giovanni Luca Giacco, Antonio Elia Pascarella, Lidia Marassi, Flora Amato, Carlo Sansone