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Francesco Epifania

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2020 – today

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2024
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Sahar Shah, Sara Lucia Manzoni, Farooq Zaman, Fatima Es-Sabery, Francesco Epifania, Italo Francesco Zoppis:
Fine-Tuning of Distil-BERT for Continual Learning in Text Classification: An Experimental Analysis. IEEE Access 12: 104964-104982 (2024)
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Francesco Epifania, Ricardo A. Matamoros A., Simone Deola, Matteo Garavaglia, Emanuele Frontoni:
Proceedings of the 3rd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2023) co-located with 22nd International Conference of the Italian Association for Artificial Intelligence (AI*IA 2023), Rome, Italy, November 9th, 2023. CEUR Workshop Proceedings 3650, CEUR-WS.org 2024 [contents]
2023
[c23]
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Ricardo Anibal Matamoros Aragon, Alessandro Solinas, Simone Re, Matteo Oliveri, Francesco Epifania:
Enhancing Online Educational Resource Security with BiGRU Attention Models (short paper). AIABI@AI*IA 2023
[c22]
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Matteo Garavaglia, Alessandro Solinas, Ricardo Anibal Matamoros Aragon, Stefania Bandini, Francesco Epifania:
The Use of Impressions in Recommender Systems: Improving Complete and Semi Cold-Start (short paper). AIABI@AI*IA 2023
[c21]
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Alberto Schiaffino, Matteo Reina, Ricardo Anibal Matamoros Aragon, Alessandro Solinas, Francesco Epifania:
Detecting Zero-Day Vulnerabilities in CMS Platforms: An In-depth Analysis Using DeepLog. AIABI@AI*IA 2023
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Stefano Valtolina, Ricardo Anibal Matamoros Aragon, Francesco Epifania:
Methods for Evaluating Conversational Agents' Communicability, Acceptability and Accessibility Degree. INTERACT (2) 2023: 372-382
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Francesco Epifania, Luca Marconi, Ricardo A. Matamoros A., Riccardo Rosati, Emanuele Frontoni, Luca Romeo:
Proceedings of the 2nd Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2022) co-located with 21st International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), Online, originally held in Milan, Italy, December 2nd, 2022. CEUR Workshop Proceedings 3463, CEUR-WS.org 2023 [contents]
2022
[c19]
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Danish Ali, Francesco Epifania, Naeem Ahmed, Bilal Khan, Luca Marconi, Ricardo A. Matamoros A.:
A Modified CNN for Age and Gender Prediction (short paper). AIABI@AI*IA 2022
[c18]
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Luca Marconi, Ricardo A. Matamoros A., Francesco Epifania:
Discovering the Unknown Suggestion: a Short Review on Explainability for Recommender Systems. AIABI@AI*IA 2022
[c17]
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Stefano Valtolina, Ricardo Anibal Matamoros Aragon, Elia Musiu, Francesco Epifania, Mattia Villa:
Extended UTAUT model to analyze the acceptance of virtual assistant's recommendations using interactive visualisations. AVI 2022: 8:1-8:5
2021
[c16]
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Antonio Crinieri, Luca Terzi, Francesco Ruggeri, Ricardo A. Matamoros A., Francesco Epifania, Luca Marconi:
Recognition of Skin Diseases and Exanthema with Deep Learning Techniques (short). AIABI@AI*IA 2021
[c15]
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Maurizio Monticelli, Ricardo A. Matamoros A., Francesco Epifania, Luca Marconi, Antonio De Simone:
KCRS: KClustering Recommender System for Component Configuration. AIABI@AI*IA 2021
[c14]
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Alberto Schiaffino, Matteo Reina, Ricardo Anibal Matamoros Aragon, Francesco Epifania, Francesco Ruggeri, Ignazio Maria Castrignano, Luca Marconi:
CMS Optimisation with Deep Learning Techniques. AIABI@AI*IA 2021
[e1]
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Francesco Epifania, Luca Marconi:
Proceedings of the 1st Italian Workshop on Artificial Intelligence and Applications for Business and Industries (AIABI 2021) co-located with 20th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2021), Online, originally held in Milan, Italy, November 30th, 2021. CEUR Workshop Proceedings 3102, CEUR-WS.org 2021 [contents]
2020
[c13]
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Luca Marconi, Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni, Giancarlo Mauri, Francesco Epifania:
Explainable Attentional Neural Recommendations for Personalized Social Learning. AI*IA 2020: 67-79
[c12]
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Luca Marconi, Ricardo Anibal Matamoros Aragon, Italo Zoppis, Sara Manzoni, Giancarlo Mauri, Francesco Epifania:
Approaching Explainable Recommendations for Personalized Social Learning: the Current Stage in the Educational Platform "WhoTeach". XAI.it@AI*IA 2020: 104-111
[c11]
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Italo Zoppis, Sara Manzoni, Giancarlo Mauri, Ricardo Anibal Matamoros Aragon, Luca Marconi, Francesco Epifania:
Attentional Neural Mechanisms for Social Recommendations in Educational Platforms. CSEDU (1) 2020: 111-117

2010 – 2019

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2019
[c10]
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Italo Zoppis, Riccardo Dondi, Sara Manzoni, Giancarlo Mauri, Luca Marconi, Francesco Epifania:
Optimized Social Explanation for Educational Platforms. CSEDU (1) 2019: 85-91
2016
[c9]
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Francesco Epifania, Riccardo Porrini:
Evaluation of Requirements Collection Strategies for a Constraint-based Recommender System in a Social e-Learning Platform. CSEDU (1) 2016: 376-382
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Bruno Apolloni, Simone Bassis, Marco Mesiti, Stefano Valtolina, Francesco Epifania:
A Rule Based Recommender System. Advances in Neural Networks 2016: 87-96
2014
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Marco Mesiti, Stefano Valtolina, Simone Bassis, Francesco Epifania, Bruno Apolloni:
e-Teaching Assistant - A Social Intelligent Platform Supporting Teachers in the Collaborative Creation of Courses. CSEDU (1) 2014: 569-575
[c7]
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Stefano Valtolina, Marco Mesiti, Francesco Epifania, Bruno Apolloni:
Towards a social e-learning platform for demanding users. EDUCON 2014: 1028-1031
2013
[c6]
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Bruno Apolloni, G. Galliani, C. Zizzo, Francesco Epifania, L. Crosta, I. Cesareo:
Socializing Entrepreneurship. KES 2013: 349-358
2012
[c5]
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Paolo Cremonesi, Francesco Epifania, Franca Garzotto:
User profiling vs. accuracy in recommender system user experience. AVI 2012: 717-720
[c4]
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Francesco Epifania, Paolo Cremonesi:
User-Centered Evaluation of Recommender Systems with Comparison between Short and Long Profile. CISIS 2012: 204-211
[c3]
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Francesco Epifania:
Blended learning in Continuing Medical Education. DMS 2012: 161-164
2011
[c2]
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Giorgio Valle, Bruno Apolloni, Francesco Epifania:
Cloud design for learning and mobility services. DMS 2011: 181-184
[c1]
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Francesco Epifania:
Design and development of multimedia interactive systems for digital learning. DMS 2011: 238-241

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