A review on deep learning for recommender systems: challenges and remedies Z Batmaz, A Yurekli, A Bilge, C Kaleli Artificial Intelligence Review 52, 1-37, 2019 | 480 | 2019 |
Shilling attacks against recommender systems: a comprehensive survey I Gunes, C Kaleli, A Bilge, H Polat Artificial Intelligence Review 42, 767-799, 2014 | 388 | 2014 |
A comparison of clustering-based privacy-preserving collaborative filtering schemes A Bilge, H Polat Applied Soft Computing 13 (5), 2478-2489, 2013 | 84 | 2013 |
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering A Bilge, H Polat Information Processing & Management 49 (4), 912-927, 2013 | 71 | 2013 |
A survey of privacy-preserving collaborative filtering schemes A Bilge, C Kaleli, I Yakut, I Gunes, H Polat International Journal of Software Engineering and Knowledge Engineering 23 …, 2013 | 67 | 2013 |
A multi-criteria item-based collaborative filtering framework A Bilge, C Kaleli 2014 11th International Joint Conference on Computer Science and Software …, 2014 | 63 | 2014 |
Investigating and counteracting popularity bias in group recommendations E Yalcin, A Bilge Information Processing & Management 58 (5), 102608, 2021 | 60 | 2021 |
A novel shilling attack detection method A Bilge, Z Ozdemir, H Polat Procedia Computer Science 31, 165-174, 2014 | 60 | 2014 |
Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks AM Turk, A Bilge Expert Systems with Applications 115, 386-402, 2019 | 48 | 2019 |
An entropy empowered hybridized aggregation technique for group recommender systems E Yalcin, F Ismailoglu, A Bilge Expert Systems with Applications 166, 114111, 2021 | 47 | 2021 |
An improved privacy-preserving DWT-based collaborative filtering scheme A Bilge, H Polat Expert Systems with Applications 39 (3), 3841-3854, 2012 | 47 | 2012 |
Shilling attacks against memory-based privacy-preserving recommendation algorithms I Gunes, A Bilge, H Polat KSII Transactions on Internet and Information Systems (TIIS) 7 (5), 1272-1290, 2013 | 32 | 2013 |
Robustness analysis of privacy-preserving model-based recommendation schemes A Bilge, I Gunes, H Polat Expert Systems with Applications 41 (8), 3671-3681, 2014 | 29 | 2014 |
Improving privacy-preserving NBC-based recommendations by preprocessing A Bilge, H Polat 2010 IEEE/WIC/ACM International Conference on Web Intelligence and …, 2010 | 27 | 2010 |
Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis E Yalcin, A Bilge Information Processing & Management 59 (6), 103100, 2022 | 24 | 2022 |
Shilling attacks against privacy-preserving collaborative filtering I Gunes, A Bilge, C Kaleli, H Polat Journal of Advanced Management Science 1 (1), 54-60, 2013 | 22 | 2013 |
Privacy-preserving multi-criteria collaborative filtering A Yargic, A Bilge Information Processing & Management 56 (3), 994-1009, 2019 | 21 | 2019 |
Novel automatic group identification approaches for group recommendation E Yalcin, A Bilge Expert Systems with Applications 174, 114709, 2021 | 20 | 2021 |
A survey of smart home energy conservation techniques MZ Fakhar, E Yalcin, A Bilge Expert Systems with Applications 213, 118974, 2023 | 18 | 2023 |
An improved profile-based CF scheme with privacy A Bilge, H Polat 2011 IEEE Fifth International Conference on Semantic Computing, 133-140, 2011 | 18 | 2011 |