| Current challenges and visions in music recommender systems research M Schedl, H Zamani, CW Chen, Y Deldjoo, M Elahi International Journal of Multimedia Information Retrieval 7, 95-116, 2018 | 269 | 2018 |
| Content-based video recommendation system based on stylistic visual features Y Deldjoo, M Elahi, P Cremonesi, F Garzotto, P Piazzolla, M Quadrana Journal on Data Semantics 5, 99-113, 2016 | 188 | 2016 |
| A survey on adversarial recommender systems: from attack/defense strategies to generative adversarial networks Y Deldjoo, T Di Noia, FA Merra ACM Computing Surveys, 1-38, 2022 | 89 | 2022 |
| Recommender systems leveraging multimedia content Y Deldjoo, M Schedl, P Cremonesi, G Pasi ACM Computing Surveys (CSUR) 53 (5), 1-38, 2021 | 84 | 2021 |
| Using visual features based on MPEG-7 and deep learning for movie recommendation Y Deldjoo, M Elahi, M Quadrana, P Cremonesi International journal of multimedia information retrieval 7, 207-219, 2018 | 76* | 2018 |
| Movie genome: alleviating new item cold start in movie recommendation Y Deldjoo, MF Dacrema, MG Constantin, H Eghbal-Zadeh, S Cereda, ... User Modeling and User-Adapted Interaction 29, 291-343, 2019 | 73 | 2019 |
| Recsys challenge 2017: Offline and online evaluation F Abel, Y Deldjoo, M Elahi, D Kohlsdorf Proceedings of the eleventh acm conference on recommender systems, 372-373, 2017 | 64 | 2017 |
| 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, 1-47, 2021 | 56 | 2021 |
| Exploring The Semantic Gap for Movie Recommendation M Elahi, D Yashar, F Bakhshandegan Moghaddam, C Leonardo, ... Proceedings of 11th ACM Conference of Recommender Systems, 2017 | 52 | 2017 |
| Audio-visual encoding of multimedia content for enhancing movie recommendations Y Deldjoo, MG Constantin, H Eghbal-Zadeh, B Ionescu, M Schedl, ... Proceedings of the 12th ACM Conference on Recommender Systems, 455-459, 2018 | 47 | 2018 |
| How Dataset Characteristics Affect the Robustness of Collaborative Recommendation Models Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra Proceedings of the 43rd International ACM SIGIR Conference on Research and …, 2020 | 40 | 2020 |
| MMTF-14K: A multifaceted movie trailer feature dataset for recommendation and retrieval Y Deldjoo, MG Constantin, B Ionescu, M Schedl, P Cremonesi Proceedings of the 9th ACM Multimedia Systems Conference, 450-455, 2018 | 36 | 2018 |
| Adversarial machine learning in recommender systems (aml-recsys) Y Deldjoo, T Di Noia, FA Merra Proceedings of the 13th International Conference on Web Search and Data …, 2020 | 32 | 2020 |
| Explaining recommender systems fairness and accuracy through the lens of data characteristics Y Deldjoo, A Bellogin, T Di Noia Information Processing & Management 58 (5), 102662, 2021 | 29 | 2021 |
| Sasha: Semantic-aware shilling attacks on recommender systems exploiting knowledge graphs VW Anelli, Y Deldjoo, T Di Noia, E Di Sciascio, FA Merra The Semantic Web: 17th International Conference, ESWC 2020, Heraklion, Crete …, 2020 | 28 | 2020 |
| FedeRank: User Controlled Feedback with Federated Recommender Systems VW Anelli, Y Deldjooo, T Di Noia, A Ferrara, F Narducci European Conference on Information Retrieval (ECIR'21), 2021 | 27 | 2021 |
| Recommender Systems Fairness Evaluation via Generalized Cross Entropy Y Deldjoo, VW Anelli, H Zamani, A Bellogin, T Di Noia RMSE@RecSys'19 Workshop on Recommendation in Multistakeholder Environments, 2019 | 27 | 2019 |
| Recsys challenge 2019: Session-based hotel recommendations P Knees, Y Deldjoo, FB Moghaddam, J Adamczak, GP Leyson, P Monreal Proceedings of the 13th ACM conference on recommender systems, 570-571, 2019 | 27 | 2019 |
| Toward building a content-based video recommendation system based on low-level features Y Deldjoo, M Elahi, M Quadrana, P Cremonesi E-Commerce and Web Technologies: 16th International Conference on Electronic …, 2015 | 27 | 2015 |
| 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 | 26 | 2019 |
Tommaso Di NoiaFull Professor, Polytechnic University of BariVerified email at poliba.it
