Elliot: a comprehensive and rigorous framework for reproducible recommender systems evaluation VW Anelli, A Bellogín, A Ferrara, D Malitesta, FA Merra, C Pomo, ... The 44th International ACM SIGIR Conference, 2021, 2021 | 145 | 2021 |
Addressing the user cold start with cross-domain collaborative filtering: exploiting item metadata in matrix factorization I Fernández-Tobías, I Cantador, P Tomeo, VW Anelli, T Di Noia User modeling and user-adapted interaction 29, 443-486, 2019 | 101 | 2019 |
A flexible framework for evaluating user and item fairness in recommender systems Y Deldjoo, VW Anelli, H Zamani, A Bellogin, T Di Noia User Modeling and User-Adapted Interaction, 1-55, 2021 | 93 | 2021 |
Development and testing of an artificial intelligence tool for predicting end-stage kidney disease in patients with immunoglobulin A nephropathy FP Schena, VW Anelli, J Trotta, T Di Noia, C Manno, G Tripepi, G D’Arrigo, ... Kidney international 99 (5), 1179-1188, 2021 | 73 | 2021 |
Federank: User controlled feedback with federated recommender systems VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Advances in Information Retrieval: 43rd European Conference on IR Research …, 2021 | 65 | 2021 |
How to make latent factors interpretable by feeding factorization machines with knowledge graphs VW Anelli, T Di Noia, E Di Sciascio, A Ragone, J Trotta The Semantic Web–ISWC 2019: 18th International Semantic Web Conference …, 2019 | 58 | 2019 |
Top-n recommendation algorithms: A quest for the state-of-the-art VW Anelli, A Bellogín, T Di Noia, D Jannach, C Pomo Proceedings of the 30th ACM Conference on User Modeling, Adaptation and …, 2022 | 55 | 2022 |
Towards effective device-aware federated learning VW Anelli, Y Deldjoo, T Di Noia, A Ferrara AI* IA 2019–Advances in Artificial Intelligence: XVIIIth International …, 2019 | 47 | 2019 |
Reenvisioning the comparison between neural collaborative filtering and matrix factorization VW Anelli, A Bellogín, T Di Noia, C Pomo Proceedings of the 15th ACM Conference on Recommender Systems, 521-529, 2021 | 44 | 2021 |
Sasha: Semantic-aware shilling attacks on recommender systems exploiting knowledge graphs VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra European Semantic Web Conference, 307-323, 2020 | 44 | 2020 |
On the discriminative power of hyper-parameters in cross-validation and how to choose them VW Anelli, T Di Noia, E Di Sciascio, C Pomo, A Ragone Proceedings of the 13th ACM conference on recommender systems, 447-451, 2019 | 41 | 2019 |
Local popularity and time in top-n recommendation VW Anelli, T Di Noia, E Di Sciascio, A Ragone, J Trotta Advances in Information Retrieval: 41st European Conference on IR Research …, 2019 | 41 | 2019 |
A study of defensive methods to protect visual recommendation against adversarial manipulation of images VW Anelli, Y Deldjoo, T Di Noia, D Malitesta, FA Merra Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 40 | 2021 |
Auto-encoding user ratings via knowledge graphs in recommendation scenarios V Bellini, VW Anelli, T Di Noia, E Di Sciascio Proceedings of the 2nd Workshop on Deep Learning for Recommender Systems, 60-66, 2017 | 40 | 2017 |
Auditing fairness under unawareness through counterfactual reasoning G Cornacchia, VW Anelli, GM Biancofiore, F Narducci, C Pomo, A Ragone, ... Information Processing & Management 60 (2), 103224, 2023 | 39 | 2023 |
Recommender systems fairness evaluation via generalized cross entropy Y Deldjoo, VW Anelli, H Zamani, A Bellogín, T Di Noia arXiv preprint arXiv:1908.06708, 2019 | 38 | 2019 |
Adversarial recommender systems: Attack, defense, and advances VW Anelli, Y Deldjoo, T DiNoia, FA Merra Recommender systems handbook, 335-379, 2021 | 37 | 2021 |
How to put users in control of their data in federated top-n recommendation with learning to rank VW Anelli, Y Deldjoo, T Di Noia, A Ferrara, F Narducci Proceedings of the 36th Annual ACM Symposium on Applied Computing, 1359-1362, 2021 | 37 | 2021 |
Sparse Feature Factorization for Recommender Systems with Knowledge Graphs VW Anelli, T Di Noia, E Di Sciascio, A Ferrara, ACM Mancino RecSys '21: Fifteenth {ACM} Conference on Recommender Systems, Amsterdam …, 2021 | 36 | 2021 |
Semantic interpretation of top-n recommendations VW Anelli, T Di Noia, E Di Sciascio, A Ragone, J Trotta IEEE Transactions on Knowledge and Data Engineering 34 (5), 2416-2428, 2022 | 35 | 2022 |