Marco Postiglione

65 papers A* 5A 1B 6C 1Journal 31Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
Brain3D: Brain Report Automation via Inflated Vision Transformers in 3D.
CoRR
Mariano Barone, Francesco Di Serio, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Antonino Ferraro, Vincenzo Moscato
2026 J jnl
Context and Transcripts Improve Detection of Deepfake Audios of Public Figures.
CoRR
Chongyang Gao, Marco Postiglione, Julian Baldwin, Natalia Denisenko, Isabel Gortner, Luke Fosdick, Chiara Pulice, Sarit Kraus, V. S. Subrahmanian
2026 A* conf
DEEP: A Discourse Evolution Engine for Predictions About Social Movements.
AAAI
Valerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna Jr., Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian
2026 J jnl
Human-AI Ensembles Improve Deepfake Detection in Low-to-Medium Quality Videos.
CoRR
Marco Postiglione, Isabel Gortner, V. S. Subrahmanian
2026 A* conf
SMART: A Social Movement Analysis & Reasoning Tool with Case Studies on #MeToo and #BlackLivesMatter.
WWW
Valerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna Jr., Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian
2026 J jnl
SMART: A Social Movement Analysis & Reasoning Tool with Case Studies on #MeToo and #BlackLivesMatter.
CoRR
Valerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna Jr., Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian
2026 J jnl
The Microsoft-Northwestern-WITNESS Benchmark for Deepfake Detection.
IEEE Intell. Syst.
Thomas Roca, Marco Postiglione, Chongyang Gao, Isabel Gortner, Zuzanna Wojciak, Pengce Wang, Mahsa Alimardani, Shirin Anlen, Kevin White, Juan M. Lavista Ferres, Sarit Kraus, Sam Gregory, V. S. Subrahmanian, San Murugesan
2025 J jnl
A Drone Early Warning System for Predicting Threatening Trajectories.
IEEE Intell. Syst.
Tonmoay Deb, Sven de Laaf, Valerio La Gatta, Odette Lemmens, Roy Lindelauf, Max van Meerten, Herwin Meerveld, Afke Neeleman, Marco Postiglione, Venkatramanan Siva Subrahmanian
2025 B conf
A Multilingual Multimodal Medical Examination Dataset for Visual Question Answering in Healthcare.
CBMS
Giuseppe Riccio, Antonio Romano, Mariano Barone, Gian Marco Orlando, Diego Russo, Marco Postiglione, Valerio La Gatta, Vincenzo Moscato
2025 J jnl
A novel augmentation strategy for credit scoring modeling.
Neural Comput. Appl.
Valerio La Gatta, Marco Postiglione, Giancarlo Sperlì
2025 A* conf
Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification.
SIGIR
Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
2025 J jnl
Combating Biomedical Misinformation through Multi-modal Claim Detection and Evidence-based Verification.
CoRR
Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
2025 A* conf
Combining Evidence and Reasoning for Biomedical Fact-Checking.
SIGIR
Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
2025 J jnl
Combining Evidence and Reasoning for Biomedical Fact-Checking.
CoRR
Mariano Barone, Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
2025 — conf
DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP.
ITADATA
Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato
2025 J jnl
DART: A Structured Dataset of Regulatory Drug Documents in Italian for Clinical NLP.
CoRR
Mariano Barone, Antonio Laudante, Giuseppe Riccio, Antonio Romano, Marco Postiglione, Vincenzo Moscato
2025 J jnl
DEEP: A Discourse Evolution Engine for Predictions about Social Movements.
CoRR
Valerio La Gatta, Marco Postiglione, Jeremy Gilbert, Daniel W. Linna Jr., Morgan Manella Greenfield, Aaron Shaw, V. S. Subrahmanian
2025 A* conf
GODDS: The Global Online Deepfake Detection System.
AAAI
Marco Postiglione, Julian Baldwin, Natalia Denisenko, Luke Fosdick, Chongyang Gao, Isabel Gortner, Chiara Pulice, Sarit Kraus, V. S. Subrahmanian
2025 — conf
IMB: An Italian Medical Benchmark for Question Answering.
CLiC-it
Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Vincenzo Moscato
2025 J jnl
IMB: An Italian Medical Benchmark for Question Answering.
CoRR
Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Vincenzo Moscato
2025 — conf
Improving Preliminary Diagnosis in Italian Through a Retrieval-Augmented Medical Chatbot.
ITADATA
Mariano Barone, Gian Marco Orlando, Marco Perillo, Giuseppe Riccio, Antonio Romano, Diego Russo, Ferdinando Tammaro, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato
2025 — conf
PIE-Med: Predicting, Interpreting and Explaining Medical Recommendations.
ECIR (5)
Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
2025 J jnl
Perturbed Public Voices (P
CoRR
Chongyang Gao, Marco Postiglione, Isabel Gortner, Sarit Kraus, V. S. Subrahmanian
2025 A conf
SOLVE-Med: Specialized Orchestration for Leading Vertical Experts Across Medical Specialties.
ECAI
Roberta Di Marino, Giovanni Dioguardi, Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Flora Amato, Vincenzo Moscato
2025 J jnl
SOLVE-Med: Specialized Orchestration for Leading Vertical Experts across Medical Specialties.
CoRR
Roberta Di Marino, Giovanni Dioguardi, Antonio Romano, Giuseppe Riccio, Mariano Barone, Marco Postiglione, Flora Amato, Vincenzo Moscato
2025 C conf
SynthMed: Generating and Detecting Multimodal Deepfakes for Healthcare Communication.
ISM
Mariano Barone, Francesco Di Serio, Vincenzo Moscato, Marco Postiglione, Giuseppe Riccio, Antonio Romano
2024 — conf
A Comparative Assessment of eXplainable AI Tools in Predicting Hard Disk Drive Health.
SEBD
Flora Amato, Antonino Ferraro, Antonio Galli, Valerio La Gatta, Francesco Moscato, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì
2024 — conf
AI in Cybersecurity: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Ital-IA
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Lidia Marassi, Stefano Marrone, Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlì
2024 — conf
AI in Medicine: Activities of the CINI-AIIS Lab at University of Naples Federico II.
Ital-IA
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
2024 J jnl
ALDANER: Active Learning based Data Augmentation for Named Entity Recognition.
Knowl. Based Syst.
Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali
2024 — conf
Agent-Based Modelling Meets Generative AI in Social Network Simulations.
ASONAM (1)
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione, Gian Marco Orlando, Diego Russo, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato
2024 J jnl
Agent-Based Modelling Meets Generative AI in Social Network Simulations.
CoRR
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione, Gian Marco Orlando, Diego Russo, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato
2024 J jnl
An eXplainable Artificial Intelligence Methodology on Big Data Architecture.
Cogn. Comput.
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2024 J jnl
Benchmarking open source and paid services for speech to text: an analysis of quality and input variety.
Frontiers Big Data
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione
2024 — conf
Empowering Network Security with Autoencoders.
ICASSP Workshops
Antonino Ferraro, Valerio La Gatta, Marco Postiglione
2024 B conf
EuropeanLawAdvisor: an open source search engine for European laws.
IEEE Big Data
Raffaele Russo, Diego Russo, Gian Marco Orlando, Antonio Romano, Giuseppe Riccio, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato
2024 J jnl
Explainability in AI-based behavioral malware detection systems.
Comput. Secur.
Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2024 — conf
Few Shot NER on Augmented Unstructured Text from Cardiology Records.
EIDWT
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Mario Minocchi, Vincenzo Moscato, Marco Postiglione
2024 — conf
From Explanation to Exploration: Promoting DivErsity in Recommendation Systems.
RecSoGood@RecSys
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione, Diego Russo, Gian Marco Orlando, Giuseppe Riccio, Antonio Romano, Vincenzo Moscato
2024 — conf
Identifying Cardiological Disorders in Spanish via Data Augmentation and Fine-Tuned Language Models.
CLEF (Working Notes)
Antonio Romano, Giuseppe Riccio, Marco Postiglione, Vincenzo Moscato
2024 — conf
Named Entity Recognition using context similarity data augmentation.
SEBD
Ilaria Bartolini, Angelo Chianese, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí, Andrea Vignali
2024 J jnl
Predicting Future Disorders via Temporal Knowledge Graphs and Medical Ontologies.
IEEE J. Biomed. Health Informatics
Marco Postiglione, Daniel Bean, Zeljko Kraljevic, Richard J. B. Dobson, Vincenzo Moscato
2024 B conf
Scaling LLM-Based Knowledge Graph Generation: A Case Study of Italian Geopolitical News.
IEEE Big Data
Diego Russo, Gian Marco Orlando, Antonio Romano, Giuseppe Riccio, Valerio La Gatta, Marco Postiglione, Vincenzo Moscato
2023 — conf
AI in healthcare: Activities of the University of Naples Federico II node of the CINI-AIIS Lab.
Ital-IA
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
2023 J jnl
COVID-19 Sentiment Analysis Based on Tweets.
IEEE Intell. Syst.
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí
2023 J jnl
Data augmentation via context similarity: An application to biomedical Named Entity Recognition.
Inf. Syst.
Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali
2023 J jnl
Few-shot Named Entity Recognition: Definition, Taxonomy and Research Directions.
ACM Trans. Intell. Syst. Technol.
Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlí
2023 B conf
Graph-Based Approach for European Law Classification.
IEEE Big Data
Raffaele Russo, Giuliano Di Giuseppe, Alessandro Vanacore, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Marco Postiglione, Vincenzo Moscato
2023 — conf
HEMR: Hypergraph Embeddings for Music Recommendation.
SEBD
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Flora Amato
2023 — conf
Harnessing Multi-modality and Expert Knowledge for Adverse Events Prediction in Clinical Notes.
ICIAP Workshops (2)
Marco Postiglione, Giovanni Esposito, Raffaele Izzo, Valerio La Gatta, Vincenzo Moscato, Raffaele Piccolo
2023 — conf
Healthcare Data Summarization via Medical Entity Recognition and Generative AI.
itaDATA
Giuseppe Riccio, Antonio Romano, Andriy Korsun, Michele Cirillo, Marco Postiglione, Valerio La Gatta, Antonino Ferraro, Antonio Galli, Vincenzo Moscato
2023 J jnl
Improving graph embeddings via entity linking: A case study on Italian clinical notes.
Intell. Syst. Appl.
Daniela D'Auria, Vincenzo Moscato, Marco Postiglione, Giuseppe Romito, Giancarlo Sperlí
2023 — conf
Learning How To Augment Data: An Application To Biomedical NER.
KDH@IJCAI
Vincenzo Moscato, Marco Postiglione, Guido Secondulfo, Giancarlo Sperlí, Andrea Vignali
2023 J jnl
Multi-task learning for few-shot biomedical relation extraction.
Artif. Intell. Rev.
Vincenzo Moscato, Giuseppe Napolano, Marco Postiglione, Giancarlo Sperlì
2023 J jnl
Music Recommendation via Hypergraph Embedding.
IEEE Trans. Neural Networks Learn. Syst.
Valerio La Gatta, Vincenzo Moscato, Mirko Pennone, Marco Postiglione, Giancarlo Sperlí
2023 J jnl
TaughtNet: Learning Multi-Task Biomedical Named Entity Recognition From Single-Task Teachers.
IEEE J. Biomed. Health Informatics
Vincenzo Moscato, Marco Postiglione, Carlo Sansone, Giancarlo Sperlí
2023 — conf
Unsupervised Anomaly Detection in Predictive Maintenance Using Sound Data.
SEBD
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Francesco Moscato
2022 — conf
A Deep Learning pipeline for Network Anomaly Detection based on Autoencoders.
MetroXRAINE
Antonino Ferraro, Antonio Galli, Valerio La Gatta, Marco Postiglione
2022 — conf
Biomedical Spanish Language Models for entity recognition and linking at BioASQ DisTEMIST.
CLEF (Working Notes)
Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2022 B conf
COSINER: COntext SImilarity data augmentation for Named Entity Recognition.
SISAP
Ilaria Bartolini, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì, Andrea Vignali
2021 J jnl
An Epidemiological Neural Network Exploiting Dynamic Graph Structured Data Applied to the COVID-19 Outbreak.
IEEE Trans. Big Data
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2021 J jnl
CASTLE: Cluster-aided space transformation for local explanations.
Expert Syst. Appl.
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2021 J jnl
Few-shot Named Entity Recognition with Cloze Questions.
CoRR
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2021 J jnl
PASTLE: Pivot-aided space transformation for local explanations.
Pattern Recognit. Lett.
Valerio La Gatta, Vincenzo Moscato, Marco Postiglione, Giancarlo Sperlì
2021 B conf
Towards an Italian Healthcare Knowledge Graph.
SISAP
Marco Postiglione