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Vincenzo Paparella
Vincenzo Paparella
PhD | ISTI-CNR and Politecnico di Bari
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Auditing consumer-and producer-fairness in graph collaborative filtering
VW Anelli, Y Deldjoo, T Di Noia, D Malitesta, V Paparella, C Pomo
European Conference on Information Retrieval, 33-48, 2023
192023
Post-hoc Selection of Pareto-Optimal Solutions in Search and Recommendation
V Paparella, VW Anelli, FM Nardini, R Perego, T Di Noia
Proceedings of the 32nd ACM International Conference on Information and …, 2023
162023
Pursuing Optimal Trade-Off Solutions in Multi-Objective Recommender Systems
V Paparella
Proceedings of the 16th ACM Conference on Recommender Systems, 727-729, 2022
102022
Reproducibility of Multi-Objective Reinforcement Learning Recommendation: Interplay between Effectiveness and Beyond-Accuracy Perspectives
V Paparella, VW Anelli, L Boratto, T Di Noia
Proceedings of the 17th ACM Conference on Recommender Systems, 467-478, 2023
82023
A Pareto-Optimality-based approach for selecting the best Machine Learning models in mild cognitive impairment prediction
P Sorino, V Paparella, D Lofu, T Colafiglio, E Di Sciascio, F Narducci, ...
The 2023 IEEE Conference on Systems, Man, and Cybernetics (SMC), 2023
62023
Broadening the Scope: Evaluating the Potential of Recommender Systems beyond prioritizing Accuracy
V Paparella, D Di Palma, VW Anelli, T Di Noia
Proceedings of the 17th ACM Conference on Recommender Systems, 1139-1145, 2023
52023
Examining Fairness in Graph-Based Collaborative Filtering: A Consumer and Producer Perspective.
D Di Palma, VW Anelli, D Malitesta, V Paparella, C Pomo, Y Deldjoo, ...
IIR, 79-84, 2023
32023
Adherence and constancy in lime-rs explanations for recommendation
VW Anelli, A Bellogín, T Di Noia, FM Donini, V Paparella, C Pomo
Joint Workshop Proceedings of the 3rd Edition of Knowledge-aware and …, 2021
32021
Unveiling the Potential of Recommender Systems through Multi-Objective Metrics
V Paparella, D Di Palma, VW Anelli, A De Bellis, T Di Noia
Proc. of the 14th Italian Information Retrieval Workshop 3802, 119-122, 2024
22024
Knowledge Graph Datasets for Recommendation.
V Paparella, ACM Mancino, A Ferrara, C Pomo, VW Anelli, T Di Noia
KaRS@ RecSys, 109-117, 2023
12023
Beyond accuracy: enhancing multiple perspectives of recommendation through multi-objective optimization and evaluation
V Paparella
Politecnico di Bari, 2025
2025
An Analysis of Local Explanation with LIME-RS
VW Anelli, A Bellogín, T Di Noia, FM Donini, V Paparella, C Pomo
12th Italian Information Retrieval Workshop, Milan, Italy, 2022, 2022
2022
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