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Sulthana Shams
Sulthana Shams
Postdoctoral Scientist @ GRETTIA (Transportation Networks Engineering and Advanced Computing Lab))
Adresse e-mail validée de tcd.ie - Page d'accueil
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Cluster-based bandits: Fast cold-start for recommender system new users
S Shams, D Anderson, D Leith
Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021
142021
Cluster-Based Bandits: Fast Cold-Start for Recommender System New Users.(2021)
S Shams, D Anderson, D Leith
42021
Improving Resistance of Matrix Factorization Recommenders To Data Poisoning Attacks
S Shams, DJ Leith
2022 Cyber Research Conference-Ireland (Cyber-RCI), 1-4, 2022
32022
Evaluating Impact of User-Cluster Targeted Attacks in Matrix Factorisation Recommenders
S Shams, D Leith
arXiv preprint arXiv:2305.04694, 2023
12023
Recommender Systems: A Study of Cold-Start and Attack Resilience
S Shams
2024
Attack Detection Using Item Vector Shift in Matrix Factorisation Recommenders
S Shams, D Leith
arXiv e-prints, arXiv: 2312.00512, 2023
2023
Distributed Detection in Cognitive Radio Networks with Unknown Primary User's Traffic
S Shams, M Santhoshkumar, DJ Muttath, K Premkumar
TENCON 2019-2019 IEEE Region 10 Conference (TENCON), 823-827, 2019
2019
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