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Ital-IA 2024: Naples, Italy
- Sergio Di Martino, Carlo Sansone, Elio Masciari, Silvia Rossi, Michela Gravina:
Proceedings of the Ital-IA Intelligenza Artificiale - Thematic Workshops co-located with the 4th CINI National Lab AIIS Conference on Artificial Intelligence (Ital-IA 2024), Naples, Italy, May 29-30, 2024. CEUR Workshop Proceedings 3762, CEUR-WS.org 2024
Thematic Workshop: Generative AI
- Placido Pellegriti, Carmine Cisca, Fabio Previtali:
GiottoBugFixer: an effective and scalable easy-to-use framework for fixing software issues in a DevOps pipeline. 1-5 - Alessandro Benetti, Michele Filannino:
GitHub Copilot: a systematic study. 6-11 - Ermelinda Oro, Francesco Maria Granata, Antonio Lanza, Amir Bachir, Luca De Grandis, Massimo Ruffolo:
Evaluating Retrieval-Augmented Generation for Question Answering with Large Language Models. 12-17 - Giuseppe Colavito, Filippo Lanubile, Nicole Novielli, Luigi Quaranta:
Large Language Models for Issue Report Classification. 18-23 - Nicolò Taggio, Sergio Samarelli, Matteo Simone:
SAI4EO: Symbiotic Artificial Intelligence for Earth Observation. 24-28 - Pierpaolo Basile, Marco de Gemmis, Elio Musacchio, Marco Polignano, Giovanni Semeraro, Lucia Siciliani, Vincenzo Tamburrano, Vita Santa Barletta, Danilo Caivano, Fabiana Battista, Antonietta Curci, Rosa Scardigno, Gabriella Calvano, Patrizia Sorianello:
Explaining Intimate Partner Violence with LLaMAntino. 29-34 - Giovanna De Minico, Michela Tuozzo:
Regulating Generative AI towards the future. 35-41 - Antonio Della Porta, Vincenzo De Martino, Gilberto Recupito, Carmine Iemmino, Gemma Catolino, Dario Di Nucci, Fabio Palomba:
Using Large Language Models to Support Software Engineering Documentation in Waterfall Life Cycles: Are We There Yet? 42-47 - Gabriele De Vito, Luigi Libero Lucio Starace, Sergio Di Martino, Filomena Ferrucci, Fabio Palomba:
Large Language Models in Software Engineering: A Focus on Issue Report Classification and User Acceptance Test Generation. 48-53 - Manola Cherubini, Francesco Romano, Andrea Bolioli, Lorenzo De Mattei, Mattia Sangermano:
Improving the accessibility of EU laws: the Chat-EUR-Lex project. 54-59 - Carolina Adornato, Cecilia Assolito, Ermanno Cordelli, Francesco Di Feola, Valerio Guarrasi, Giulio Iannello, Lorenzo Marcoccia, Elena Mulero Ayllon, Rebecca Restivo, Aurora Rofena, Rosa Sicilia, Paolo Soda, Matteo Tortora, Lorenzo Tronchin:
Virtual Scanner: Leveraging Resilient Generative AI for Radiological Imaging in the Era of Medical Digital Twins. 60-65 - Federica Rollo, Giovanni Bonisoli, Laura Po:
Leveraging LLMs for Event Extraction in Italian Documents: a Roadmap for Future Research. 66-71 - Michele Angelaccio, Michele Fasolo, Lucia Zappitell:
Intelligent Smart Tourism Education: AI-Based Learning for Cultural Tourism Experiments. 72-76 - Flora Amato, Egidia Cirillo, Mattia Fonisto, Alberto Moccardi, Vincenzo Moscato, Carlo Sansone, Stefano Marrone, Antonio Maria Rinaldi, Antonio Galli, Domenico Benfenati, Giovanni Maria De Filippis, Lidia Marassi, Narendra Patwardhan, Antonio Elia Pascarella, Cristiano Russo, Cristian Tommasino:
Advancements and Challenges in Generative AI: Architectures, Applications, and Ethical Implications. 77-82 - Carmine Gravino, Alessandro Iannella, Mirko Marras, Silvio Marcello Pagliara, Fabio Palomba:
Teachers Interacting with Generative Artificial Intelligence: A Dual Responsibility. 83-88 - Davide Ponzini, Giovanni Adorni, Giorgio Delzanno, Giovanna Guerrini:
Toward the use of Generative AI to develop Computational Thinking by supporting Problem Decomposition. 89-94
Thematic Workshop: Responsible and Trustworthy AI
- Majid Mollaeefar, Eleonora Marchesini, Roberto Carbone, Silvio Ranise:
A Risk-based Approach to Trustworthy AI Systems for Judicial Procedures. 95-100 - Vincenzo Norman Vitale, Emilia Tanda, Francesco Cutugno:
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 - Lelio Campanile, Roberta De Fazio, Michele Di Giovanni, Fiammetta Marulli:
Beyond the Hype: Toward a Concrete Adoption of the Fair and Responsible Use of AI. 106-111 - Francesca Alessandra Lisi, Antonio Carnevale, Abeer Dyoub, Antonio Lombardi, Piero Marra, Lorenzo Pulito:
Acceptability of Symbiotic Artificial Intelligence: Highlights from the FAIR project. 112-117 - Miriana Calvano, Antonio Curci, Rosa Lanzilotti, Antonio Piccinno:
Symbiotic AI: What is the Role of Trustworthiness? 118-123 - Stefania Costantini, Pierangelo Dell'Acqua, Giovanni De Gasperis, Francesco Gullo, Andrea Rafanelli:
The NEMO co-pilot. 124-128 - Federico Bianchi, Alberto Castellini, Alessandro Farinelli, Luca Marzari, Daniele Meli, Francesco Trotti, Celeste Veronese:
Developing safe and explainable autonomous agents: from simulation to the real world. 129-134 - Donatella Donati, Ziba Assadi, Simone Gozzano, Paola Inverardi, Nicolas Troquard:
On Representing Humans' Soft-Ethics Preferences As Dispositions. 135-140 - Flora Amato, Giovanni Maria De Filippis, Antonio Galli, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Vincenzo Moscato, Antonio Maria Rinaldi, Cristiano Russo, Carlo Sansone, Cristian Tommasino:
Responsibile and Reliable AI: Activities of the CINI-AIIS Lab at University of Naples Federico II. 141-146 - Emanuele Fulvio Perri, Elio Grande:
Ghosts in the AI. 147-152 - Valeria Cesaroni, Martina Galletti, Eleonora Pasqua, Daniele Nardi:
Towards Trustworthy AI in Inclusive Education: A Co-Creation Approach Rooted in Ecological Frameworks. 153-158
Thematic Workshop: AI for Cybersecurity
- Vincenzo Agate, Federico Concone, Alessandra De Paola, Pierluca Ferraro, Salvatore Gaglio, Giuseppe Lo Re, Marco Morana:
Adaptive Ensemble Learning for Intrusion Detection Systems. 159-164 - Davide Alessandro Coccomini, Roberto Caldelli, Claudio Gennaro, Giuseppe Fiameni, Giuseppe Amato, Fabrizio Falchi:
Robustness and Generalization of Synthetic Images Detectors. 165-169 - Luca Caviglione, Carmela Comito, Erica Coppolillo, Daniela Gallo, Massimo Guarascio, Angelica Liguori, Giuseppe Manco, Marco Minici, Simone Mungari, Francesco Sergio Pisani, Ettore Ritacco, Antonino Rullo, Paolo Zicari, Marco Zuppelli:
Dawn of LLM4Cyber: Current Solutions, Challenges, and New Perspectives in Harnessing LLMs for Cybersecurity. 170-175 - Stefano Silvestri, Giuseppe Tricomi, Giuseppe Felice Russo, Mario Ciampi:
A Natural Language Processing-based Approach for Cyber Risk Assessment in the Healthcare Ecosystems. 176-181 - Malik Al-Essa, Giuseppina Andresini, Annalisa Appice, Donato Malerba:
Enhancing Cyber-threat detection coupling Deep Neural Ensemble Learning with XAI. 182-187 - Giulia Orrù, Vincenzo Gattulli, Guido Colaiacovo, Stefano Marrone, Giovanni Puglisi, Lucia Sarcinella, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone:
Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach. 188-193 - Antonino Ferraro, Antonio Galli, Valerio La Gatta, Lidia Marassi, Stefano Marrone, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì:
AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II. 194-199 - Erik Murtaj, Michela Quadrini, Fausto Marcantoni, Michele Loreti, Hans Friedrich Witschel:
Real-Time Intrusion Detection via Machine Learning Approaches. 200-205
Thematic Workshop: AI for Industry
- Antimo Angelino:
Data & AI for Industrial Application. 206-211 - Michele Di Capua, Emanuel Di Nardo, Angelo Ciaramella, Gennaro Iannuzzo, Aniello De Prisco, Daniele Ruggeri Laderchi, Pietro Catalano, Pietro D'Ambrosio, Salvatore Moscariello:
Design the modern supply chain: The SmarTwin Projec. 212-217 - Laura Cavalli, Domitilla Brandoni, Margherita Porcelli, Eric Pascolo:
Dictionary Learning for data compression within a Digital Twin Framework. 218-223 - Laura Romeo, Annaclaudia Bono, Grazia Cicirelli, Tiziana D'Orazio:
Industrial Datasets for Multi-Modal Monitoring of an Assembly Task for Human Action Recognition and Segmentation. 224-229 - Luigi Capogrosso, Alvise Vivenza, Andrea Chiarini, Francesco Setti, Marco Cristani:
Exploiting Multimodal Latent Diffusion Models for Accurate Anomaly Detection in Industry 5.0. 230-235 - Francesco Camastra, Angelo Ciaramella, Angelo Casolaro, Pasquale De Trino, Alessio Ferone, Giovanni Hauber, Gennaro Iannuzzo, Vincenzo Mariano Scarrica, Antonio Junior Spoleto, Antonino Staiano, Maria Concetta Vitale:
An integrated intelligent surveillance system for Industrial areas. 236-241 - Zeno Sambugaro, Lorenzo Orlandi, Nicola Conci:
3D reconstruction methods in industrial settings: a comparative study for COLMAP, NeRF and 3D Gaussian Splatting. 242-247 - Mattia Marseglia, Domenico Rocco, Stefano Saldutti, Bruno Vento:
Cutting edge video analytics solutions: from the research to the market. 248-252 - Alessio Miele, Hamza Mustafa, Michele Vitelli, Alessandro Bria, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca:
UniCas for Industry. 253-258 - Alessia Auriemma Citarella, Luigi Carrino, Fabiola De Marco, Luigi Di Biasi, Alessia Serena Perna, Genoveffa Tortora, Antonio Viscusi:
AI-driven models for Cold Spray deposition: transforming additive manufacturing for sustainability. 259-264 - Alessandro Del Prete, Sofia Dutto, Antonino Ferraro, Antonio Galli, Vincenzo Moscato, Gabriele Piantadosi, Carlo Sansone, Giancarlo Sperlì:
AI in Industry: Activities of the CINI-AIIS Lab at University of Naples Federico II. 265-270 - Andrea Rosani, Ivan Donadello, Michele Calvanese, Alessandro Torcinovich, Giuseppe Di Fatta, Marco Montali, Oswald Lanz:
Video Analytics for Volleyball: Preliminary Results and Future Prospects of the 5VREAL Project. 271-276
Thematic Workshop: AI for Finance and Marketing
- Fabrizio Garuti, Simone Luetto, Enver Sangineto, Rita Cucchiara:
Large-Scale Transformer models for Transactional Data. 277-282 - Ivan Letteri:
VolTS Augmented: An Improvement of a Volatility-based Trading System to Forecast Stock Markets Trends. 283-288
Thematic Workshop: AI for Health and Medicine
- Daniele Sirico, Giuseppe Accardo, Valentina Esposito:
Implementing Vision Transformers in Dermatological Practice: A Web Application for Melanoma Screening. 289-294 - Gabriella Casalino, Giovanna Castellano, Gennaro Vessio, Gianluca Zaza:
Advancing e-health with AI: Insights from our research experience in neuroimaging, acoustic signals, and vital parameter monitoring. 295-300 - Vincenzo Agate, Federico Concone, Alessandra De Paola, Pierluca Ferraro, Salvatore Gaglio, Giuseppe Lo Re, Marco Morana:
ARTIS: a digital interface to promote the rehabiliatation of text comprehension difficulties through Artificial Intelligence. 301-306 - Ivan Letteri, Abeer Dyoub:
Leveraging Bio-Inspired Optimization Algorithms for Advanced Feature Selection in Chronic Disease Datasets. 307-312 - Monica Casella, Maria Luongo, Davide Marocco, Nicola Milano, Michela Ponticorvo:
LLM embeddings on test items predict post hoc loadings in personality tests. 313-317 - Andrea Basile, Fabio Calefato, Filippo Lanubile, Giulio Mallardi, Luigi Quaranta:
An MLOps Solution Framework for Transitioning Machine Learning Models into eHealth Systems. 318-323 - Lorenzo D'Errico, Lorenzo Pergamo, Daniel Riccio, Mariacarla Staffa:
Denoising Diffusion Probabilistic Models for DBT data augmentation: preliminary results. 324-329 - Marco Cantone, Svonko Galasso, Gabriele Lozupone, Emanuele Nardone, Cesare Davide Pace, Ciro Russo, Alessandro Bria, Tiziana D'Alessandro, Claudio De Stefano, Francesco Fontanella, Claudio Marrocco, Mario Molinara, Alessandra Scotto di Freca:
UniCas for Medicine and Healthcare. 330-335 - Giovanni Annuzzi, Andrea Apicella, Pasquale Arpaia, Lutgarda Bozzetto, Umberto Bracale, Egidio De Benedetto, Paolo De Blasiis, Antonio Esposito, Francesco Isgrò, Giacomo Lus, Nicola Moccaldi, Roberto Peltrini, Roberto Prevete, Simona Raim:
Advancing Healthcare Through AI: Innovations in Monitoring and Diagnostic Technologies at the Augmented Reality for Health Monitoring Laboratory (ARHeMLab). 336-341 - Alessandro Raganato, Francesco Bartoli, Cristina Crocamo, Daniele Cavaleri, Giuseppe Carrà, Gabriella Pasi, Marco Viviani:
Leveraging Prompt Engineering and Large Language Models for Automating MADRS Score Computation for Depression Severity Assessment. 342-347 - Domenico Benfenati, Salvatore Capuozzo, Giovanni Maria De Filippis, Adriano De Simone, Michela Gravina, Lidia Marassi, Stefano Marrone, Elio Masciari, Enea Vincenzo Napolitano, Giuseppe Pontillo, Marco Postiglione, Cristiano Russo, Cristian Tommasino, Antonio Maria Rinaldi, Vincenzo Moscato, Carlo Sansone:
AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II. 348-353 - Ilaria Amaro, Alessia Auriemma Citarella, Fabiola De Marco, Attilio Della Greca, Luigi Di Biasi, Rita Francese, Domenico Rossi, Genoveffa Tortora, Cesare Tucci:
AI-driven technologies in Digital Health & Well Being: early detection and intervention strategies. 354-359 - Fatih Aksu, Alessandro Bria, Alice Natalina Caragliano, Camillo Maria Caruso, Wenting Chen, Ermanno Cordelli, Omar Coser, Arianna Francesconi, Leonardo Furia, Valerio Guarrasi, Giulio Iannello, Clemente Lauretti, Guido Manni, Giustino Marino, Domenico Paolo, Filippo Ruffini, Linlin Shen, Rosa Sicilia, Paolo Soda, Christian Tamantini, Matteo Tortora, Zhuoru Wu, Loredana Zollo:
Towards AI-driven Next Generation Personalized Healthcare and Well-being. 360-365 - Carlo Adornetto, Pierangela Bruno, Francesco Calimeri, Edoardo De Rose, Gianluigi Greco, Alessandro Quarta:
AI-Driven Innovations in Healthcare: Bridging Imaging and Genomics for Advanced Disease Insights. 366-371 - Andrea Berti, Rossana Buongiorno, Gianluca Carloni, Claudia Caudai, Francesco Conti, Giulio Del Corso, Danila Germanese, Davide Moroni, Eva Pachetti, Maria Antonietta Pascali, Sara Colantonio:
From Covid-19 detection to cancer grading: how medical-AI is boosting clinical diagnostics and may improve treatment. 372-377 - Francesca Fati, Marina Rosanu, Luigi De Vitis, Gabriella Schivardi, Giovanni Damiano Aletti, Francesco Multinu, Roberto Veraldi, Paolo Zaffino, Carlo Cosentino, Maria Francesca Spadea, Elena De Momi:
Deep learning-based tumor resectability prediction model in patients with Ovarian Cancer: a preliminary evaluation. 378-383 - Michela Quadrini, Denise Falcone, Gianluca Gerard:
Comparison of Machine Learning approaches for Stress Detection from Wearable Sensors Data. 384-389
Thematic Workshop: AI for the Public Administration
- Giuseppe Accardo, Roberta Marino, Valentina Esposito:
Developing a Decision Support System with a Georeferenced Smart City Security Index (SCSI): A Case Study of Messina. 390-395 - Carlo Batini, Gaetano Santucci, Matteo Palmonari, Valerio Bellandi, Elisabetta Fersini, Fabio Zanzotto, Barbara Pernici, Giancarlo Vecchi, Stefano Ronchi:
Towards a Semantic Document Management System for Public Administration. 396-401 - Dmitry Mingazov, Fabio Celli:
Process Mining of Public Administration Operations from Big Data. 402-406 - Alberico Emanuele, Francesco Pugliese, Massimo De Cubellis, Angela Pappagallo:
Empowering Time-Series Forecasting in Official Statistics through Transformers. 407-412 - Fabrizio Sbicca:
Artificial Intelligence and Anti-Corruption. 413-418 - Margherita Porena, Antonella Negri, Luigi Cerullo:
I.PaC: the National Data Space for Cultural Heritage. 419-423 - Salvatore Carta, Alessandro Giuliani, Marco Manolo Manca, Leonardo Piano, Alessia Pisu, Sandro Gabriele Tiddia:
Instruct Large Language Models for Public Administration Document Information Extraction. 424-429 - Andrea Vian, Daniele Pretolesi, Lucia Rampino, Annalisa Barla:
AI-driven big web redesign: two case studies in Italian universities. 430-435 - David Preti, Cristina Giannone, Andrea Favalli, Raniero Romagnoli:
Automatic Summarization of Legal Texts, Extractive Summarization using LLMs. 436-440 - Mario Luca Bernardi, Angelo Casciani, Marta Cimitile, Andrea Marrella:
A preliminary study on Business Process-aware Large Language Models. 441-446 - Davide Bruno:
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 - Raffaella Maria Aracri, Dario Frisardi, Roberta Radini, Valerio Santarelli:
Empowering e-services through the Semantic Web. 452-457 - Paolo Tagliolato Acquaviva d'Aragona, Lorenza Babbini, Gloria Bordogna, Alessandro Lotti, Annalisa Minelli, Alessandro Oggioni:
Design of a Knowledge Hub of Heterogeneous Multisource Documents to support Public Authorities. 458-463 - Michele Visciarelli, Giovanni Guidi, Laura Morselli, Domitilla Brandoni, Giuseppe Fiameni, Luisa Monti, Stefano Bianchini, Cosimo Tommasi:
SAVIA: Artificial Intelligence in support of the lawmaking process. 464-469 - Raffaele Manna, Giulia Speranza, Maria Pia di Buono, Johanna Monti:
Aspect-based Sentiment Analysis for Improving Attractiveness in Shrinking Areas. 470-475 - Armando Stellato, Manuel Fiorelli, Tiziano Lorenzetti, Andrea Turbati:
Towards ShowVoc: dataset publication and browsing. 476-481 - Monica Palmirani, Fabio Vitali, Generoso Longo, Emanuele Di Sante, Aurora Brega, Andrea D'Arpa, Michele Corazza:
Legal Drafting supported by AI: enhancing LEOS. 482-487
Thematic Workshop: AI and Sustainability
- Gianluca Manduca, Anita Casadei, Valeria Zeni, Giovanni Benelli, Cesare Stefanini, Donato Romano:
Insights into Entomopathogenic Nematode Behavior by Using AI Techniques to Advance Sustainable Pest Control. 488-493 - Andrea Favilli, Francesco Laccone, Paolo Cignoni, Luigi Malomo, Daniela Giorgi:
Single-instance, multi-target learning of 3D architectural gridshells for material reuse and circular economy. 494-498 - Antonio Bruno, Claudia Caudai, Francesco Conti, Massimo Martinelli, Giuseppe Riccardo Leone, Massimo Magrini, Davide Moroni, Ch Muhammad Awais, Oscar Papini, Maria Antonietta Pascali, Gabriele Pieri, Marco Reggiannini, Marco Righi, Emanuele Salerno, Andrea Scozzari, Marco Tampucci:
Advancing Sustainability: Research Initiatives at the Signals and Images Lab. 499-504 - Frida Milella, Eleonora Clarizia, Alessio De Pellegrin, Stefania Bandini:
Sustainable walkability in inner areas of Italy: a research proposal on AI-based simulation for older adults. 505-509 - Michele Cimino, Annalisa Molino, Maria Paola Priola, Lorenzo Prosperi, Lea Zicchino:
Unmasking Climate Change Impacts: Traversing Storms, Cold, Heat and Fire in Corporate Earnings Calls through a Hybrid Taxonomy and GPT-based Methodology. 510-515 - Gianluca Amato, Alessia Amelio, Luciano Caroprese, Piero Chiacchiaretta, Fabio Fioravanti, Luigi Ippoliti, Maria Chiara Meo, Gianpiero Monaco, Christian Morbidoni, Luca Moscardelli, Maurizio Parton, Francesca Scozzari:
AI for Sustainability: Research at Ud'A Node. 516-521 - Umberto Di Laudo, Silvia Ceramicola, Luca Manzoni:
Machine Learning for Automated Seabed Mapping. 522-527 - Martina Casari, Laura Po, Andrea Arigliano:
A Comparative Study of LightGBM on Air Quality Data Across Multiple Locations. 528-533 - Paola Barra, Francesco Camastra, Angelo Ciaramella, Ciro Giuseppe De Vita, Emanuel Di Nardo, Raffaele Montella, Gennaro Mellone, Vincenzo Scarrica, Antonino Staiano:
Safeguarding the Marine and Coastal Environment with Artificial Intelligence. 534-539 - Flora Amato, Giovanni Luca Giacco, Lidia Marassi, Stefano Marrone, Antonio Elia Pascarella, Carlo Sansone:
AI for Sustainability: Activities of the CINI-AIIS Lab at University of Naples Federico II. 540-545
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