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2026
[i10]
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Chongyang Gao, Marco Postiglione, Julian Baldwin, Natalia Denisenko, Isabel Gortner, Luke Fosdick, Chiara Pulice, Sarit Kraus, V. S. Subrahmanian:
Context and Transcripts Improve Detection of Deepfake Audios of Public Figures. CoRR abs/2601.13464 (2026)
2025
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Tonmoay Deb, Sven de Laaf, Valerio La Gatta, Odette Lemmens, Roy Lindelauf, Max van Meerten, Herwin Meerveld, Afke Neeleman, Marco Postiglione, Venkatramanan Siva Subrahmanian:
A Drone Early Warning System for Predicting Threatening Trajectories. IEEE Intell. Syst. 40(4): 8-18 (2025)
[j16]
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Valerio La Gatta, Marco Postiglione, Giancarlo Sperlì:
A novel augmentation strategy for credit scoring modeling. Neural Comput. Appl. 37(9): 6663-6675 (2025)
[c30]
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Marco Postiglione, Julian Baldwin, Natalia Denisenko, Luke Fosdick, Chongyang Gao, Isabel Gortner, Chiara Pulice, Sarit Kraus, V. S. Subrahmanian:
GODDS: The Global Online Deepfake Detection System. AAAI 2025: 29685-29687
[c29]
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Giuseppe Riccio, Antonio Romano, Mariano Barone, Gian Marco Orlando, Diego Russo, Marco Postiglione, Valerio La Gatta, Vincenzo Moscato:
A Multilingual Multimodal Medical Examination Dataset for Visual Question Answering in Healthcare. CBMS 2025: 435-440
[c28]
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Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Vincenzo Moscato:
IMB: An Italian Medical Benchmark for Question Answering. CLiC-it 2025
[c27]
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Roberta Di Marino, Giovanni Dioguardi, Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Flora Amato, Vincenzo Moscato:
SOLVE-Med: Specialized Orchestration for Leading Vertical Experts Across Medical Specialties. ECAI 2025: 5135-5138
[c26]
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Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato:
PIE-Med: Predicting, Interpreting and Explaining Medical Recommendations. ECIR (5) 2025: 6-12
[c25]
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Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato:
DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP. ITADATA 2025
[c24]
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Mariano Barone, Gian Marco Orlando, Marco Perillo, Giuseppe Riccio, Antonio Romano, Diego Russo, Ferdinando Tammaro, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato:
Improving Preliminary Diagnosis in Italian Through a Retrieval-Augmented Medical Chatbot. ITADATA 2025
[c23]
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Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato:
Combining Evidence and Reasoning for Biomedical Fact-Checking. SIGIR 2025: 1087-1097
[c22]
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Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato:
Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification. SIGIR 2025: 4025-4029
[d2]
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Chongyang Gao, Marco Postiglione, Julian Baldwin, Natalia Denisenko, Luke Fosdick, Isabel Gortner, Chiara Pulice, Sarit Kraus, Venkatramanan Siva Subrahmanian:
Context and Transcripts Improve Detection of Deepfake Audios. Zenodo, 2025
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Marco Postiglione, Isabel Gortner, Luke Fosdick, Chongyang Gao, Sarit Kraus, V. S. Subrahmanian:
A Nonpartisan Study of Visual Deepfake Activity and Engagement Around the 2024 US Presidential Election. Zenodo, 2025
[i9]
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  - journals/corr/abs-2508-10949
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Chongyang Gao, Marco Postiglione, Isabel Gortner, Sarit Kraus, V. S. Subrahmanian:
Perturbed Public Voices (P²V): A Dataset for Robust Audio Deepfake Detection. CoRR abs/2508.10949 (2025)
[i8]
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Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato:
Combining Evidence and Reasoning for Biomedical Fact-Checking. CoRR abs/2509.13879 (2025)
[i7]
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Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato:
Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification. CoRR abs/2509.13888 (2025)
[i6]
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Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Vincenzo Moscato:
IMB: An Italian Medical Benchmark for Question Answering. CoRR abs/2510.18468 (2025)
[i5]
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Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato:
DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP. CoRR abs/2510.18475 (2025)
[i4]
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  - journals/corr/abs-2511-01142
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Valerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna Jr., Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian:
DEEP: A Discourse Evolution Engine for Predictions about Social Movements. CoRR abs/2511.01142 (2025)
[i3]
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  - journals/corr/abs-2511-03542
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Roberta Di Marino, Giovanni Dioguardi, Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Flora Amato, Vincenzo Moscato:
SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties. CoRR abs/2511.03542 (2025)
2024
[j15]
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
An eXplainable Artificial Intelligence Methodology on Big Data Architecture. Cogn. Comput. 16(5): 2642-2659 (2024)
[j14]
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Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Explainability in AI-based behavioral malware detection systems. Comput. Secur. 141: 103842 (2024)
[j13]
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione:
Benchmarking open source and paid services for speech to text: an analysis of quality and input variety. Frontiers Big Data 6 (2024)
[j12]
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Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali:
ALDANER: Active Learning based Data Augmentation for Named Entity Recognition. Knowl. Based Syst. 305: 112682 (2024)
[j11]
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Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard J. B. Dobson, Vincenzo Moscato:
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies. IEEE J. Biomed. Health Informatics 28(7): 4238-4248 (2024)
[c21]
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione, Gian Marco Orlando, Diego Russo, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato:
Agent-Based Modelling Meets Generative AI in Social Network Simulations. ASONAM (1) 2024: 155-170
[c20]
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Diego Russo, Gian Marco Orlando, Antonio Romano, Giuseppe Riccio, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato:
Scaling LLM-Based Knowledge Graph Generation: A Case Study of Italian Geopolitical News. IEEE Big Data 2024: 3494-3497
[c19]
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Raffaele Russo, Diego Russo, Gian Marco Orlando, Antonio Romano, Giuseppe Riccio, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato:
EuropeanLawAdvisor: an open source search engine for European laws. IEEE Big Data 2024: 4751-4756
[c18]
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Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato:
Identifying Cardiological Disorders in Spanish via Data Augmentation and Fine-Tuned Language Models. CLEF (Working Notes) 2024: 207-222
[c17]
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Mario Minocchi, Vincenzo Moscato, Marco Postiglione:
Few Shot NER on Augmented Unstructured Text from Cardiology Records. EIDWT 2024: 1-12
[c16]
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Antonino Ferraro, Valerio La Gatta, Marco Postiglione:
Empowering Network Security with Autoencoders. ICASSP Workshops 2024: 346-350
[c15]
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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. Ital-IA 2024: 194-199
[c14]
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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. Ital-IA 2024: 348-353
[c13]
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Ilaria Bartolini, Angelo Chianese, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí, Andrea Vignali:
Named Entity Recognition using context similarity data augmentation. SEBD 2024: 331-338
[c12]
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Flora Amato, Antonino Ferraro, Antonio Galli, Valerio La Gatta, Francesco Moscato, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì:
A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health. SEBD 2024: 574-584
[i2]
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione, Gian Marco Orlando, Diego Russo, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato:
Agent-Based Modelling Meets Generative AI in Social Network Simulations. CoRR abs/2411.16031 (2024)
2023
[j10]
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Vincenzo Moscato, Giuseppe Napolano, Marco Postiglione, Giancarlo Sperlì:
Multi-task learning for few-shot biomedical relation extraction. Artif. Intell. Rev. 56(11): 13743-13763 (2023)
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí:
COVID-19 Sentiment Analysis Based on Tweets. IEEE Intell. Syst. 38(3): 51-55 (2023)
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Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali:
Data augmentation via context similarity: An application to biomedical Named Entity Recognition. Inf. Syst. 119: 102291 (2023)
[j7]
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Daniela D'Auria, Vincenzo Moscato, Marco Postiglione, Giuseppe Romito, Giancarlo Sperlí:
Improving graph embeddings via entity linking: A case study on Italian clinical notes. Intell. Syst. Appl. 17: 200161 (2023)
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Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí:
Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions. ACM Trans. Intell. Syst. Technol. 14(5): 94:1-94:46 (2023)
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Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlí:
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers. IEEE J. Biomed. Health Informatics 27(5): 2512-2523 (2023)
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Valerio La Gatta, Vincenzo Moscato, Mirko Pennone, Marco Postiglione, Giancarlo Sperlí:
Music Recommendation via Hypergraph Embedding. IEEE Trans. Neural Networks Learn. Syst. 34(10): 7887-7899 (2023)
[c11]
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Raffaele Russo, Giuliano Di Giuseppe, Alessandro Vanacore, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Marco Postiglione, Vincenzo Moscato:
Graph-Based Approach for European Law Classification. IEEE Big Data 2023: 1-9
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Marco Postiglione, Giovanni Esposito, Raffaele Izzo, Valerio La Gatta, Vincenzo Moscato, Raffaele Piccolo:
Harnessing Multi-modality and Expert Knowledge for Adverse Events Prediction in Clinical Notes. ICIAP Workshops (2) 2023: 119-130
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Giuseppe Riccio, Antonio Romano, Andriy Korsun, Michele Cirillo, Marco Postiglione, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Vincenzo Moscato:
Healthcare Data Summarization via Medical Entity Recognition and Generative AI. itaDATA 2023
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Antonio Bosco, Salvatore Capuozzo, Biase Celano, Michela Gravina, Stefano Marrone, Maria Paola Maurelli, Vincenzo Moscato, Giuseppe Pontillo, Marco Postiglione, Antonio Maria Rinaldi, Laura Rinaldi, Cristiano Russo, Giancarlo Sperlì, Cristian Tommasino, Giuseppe Cringoli, Carlo Sansone:
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab. Ital-IA 2023: 112-117
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Vincenzo Moscato, Marco Postiglione, Guido Secondulfo, Giancarlo Sperlí, Andrea Vignali:
Learning How To Augment Data: An Application To Biomedical NER. KDH@IJCAI 2023
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato:
HEMR: Hypergraph Embeddings for Music Recommendation. SEBD 2023: 317-325
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Francesco Moscato:
Unsupervised Anomaly Detection in Predictive Maintenance Using Sound Data. SEBD 2023: 449-458
2022
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Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Biomedical Spanish Language Models for entity recognition and linking at BioASQ DisTEMIST. CLEF (Working Notes) 2022: 315-324
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Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione:
A Deep Learning pipeline for Network Anomaly Detection based on Autoencoders. MetroXRAINE 2022: 260-264
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Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali:
COSINER: COntext SImilarity data augmentation for Named Entity Recognition. SISAP 2022: 11-24
2021
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
CASTLE: Cluster-aided space transformation for local explanations. Expert Syst. Appl. 179: 115045 (2021)
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
PASTLE: Pivot-aided space transformation for local explanations. Pattern Recognit. Lett. 149: 67-74 (2021)
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak. IEEE Trans. Big Data 7(1): 45-55 (2021)
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Marco Postiglione:
Towards an Italian Healthcare Knowledge Graph. SISAP 2021: 387-394
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Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì:
Few-shot Named Entity Recognition with Cloze Questions. CoRR abs/2111.12421 (2021)

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