Publications
2026
2025
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Do Recommender Systems Really Leverage Multimodal Content? A Comprehensive Analysis on Multimodal Representations for Recommendation CIKM
Claudio Pomo, Matteo Attimonelli, Danilo Danese, F. Narducci, T. D. Noia
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Comparing XAI Explanations and Synthetic Data Augmentation Strategies in Neuroimaging AI xAI
Danilo Danese, Giuseppe Fasano, Angela Lombardi, E. Sciascio, T. D. Noia
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Explainable Evaluation of Emotion Recognition with Low-Cost EEG: Feature Engineering and Interpretability Insights xAI
Tommaso Colafiglio, Angela Lombardi, P. Sorino, Domenico Lofú, Danilo Danese, F. Narducci, E. Sciascio, T. D. Noia
2024
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Integrating eXplainable AI in Healthcare: A Web Application Framework for Advancing the One Health Paradigm ICWE Workshops
Danilo Danese, T. D. Noia, Angela Lombardi, Domenico Lofú, Fatemeh Nazary, R. Sardone, P. Sorino
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Ducho 2.0: Towards a More Up-to-Date Unified Framework for the Extraction of Multimodal Features in Recommendation WWW
Matteo Attimonelli, Danilo Danese, Daniele Malitesta, Claudio Pomo, Giuseppe Gassi, T. D. Noia
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NeuroSense: A Novel EEG Dataset Utilizing Low-Cost, Sparse Electrode Devices for Emotion Exploration IEEE Access
Tommaso Colafiglio, Angela Lombardi, P. Sorino, E. Brattico, Domenico Lofú, Danilo Danese, E. Sciascio, T. D. Noia, F. Narducci
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Optimizing Synthetic Data from Scarcity: Towards Meaningful Data Generation in High-Dimensional Low-Sample Size Domains xAI
Danilo Danese
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Large-scale benchmarks for multimodal recommendation with Ducho Expert systems with applications
Matteo Attimonelli, Danilo Danese, Angela Di Fazio, Daniele Malitesta, Claudio Pomo, T. D. Noia