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Yashar Deldjoo
Yashar Deldjoo
Tenure-Track Assistant Professor (RtD-b) of Computer Science, Polytechnic University of Bari, Italy
Geverifieerd e-mailadres voor acm.org - Homepage
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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
2712018
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
1892016
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
892022
Recommender systems leveraging multimedia content
Y Deldjoo, M Schedl, P Cremonesi, G Pasi
ACM Computing Surveys (CSUR) 53 (5), 1-38, 2021
842021
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
732019
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
642017
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
562021
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
522017
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
472018
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
402020
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
362018
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
322020
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
292021
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
282020
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
272021
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
272019
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
272019
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
272015
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
262019
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Artikelen 1–20