| Privacy-preserving collaborative filtering using randomized perturbation techniques H Polat, W Du Third IEEE international conference on data mining, 625-628, 2003 | 454 | 2003 |
| Shilling attacks against recommender systems: a comprehensive survey I Gunes, C Kaleli, A Bilge, H Polat Artificial Intelligence Review 42, 767-799, 2014 | 378 | 2014 |
| SVD-based collaborative filtering with privacy H Polat, W Du Proceedings of the 2005 ACM symposium on Applied computing, 791-795, 2005 | 306 | 2005 |
| Privacy-preserving collaborative filtering H Polat, W Du International journal of electronic commerce 9 (4), 9-35, 2005 | 129 | 2005 |
| Achieving private recommendations using randomized response techniques H Polat, W Du Pacific-Asia Conference on Knowledge Discovery and Data Mining, 637-646, 2006 | 88 | 2006 |
| Privacy-preserving top-n recommendation on horizontally partitioned data H Polat, W Du The 2005 IEEE/WIC/ACM International Conference on Web Intelligence (WI'05 …, 2005 | 86 | 2005 |
| A comparison of clustering-based privacy-preserving collaborative filtering schemes A Bilge, H Polat Applied Soft Computing 13 (5), 2478-2489, 2013 | 81 | 2013 |
| Privacy‐preserving top‐N recommendation on distributed data H Polat, W Du Journal of the American Society for Information Science and Technology 59 (7 …, 2008 | 75 | 2008 |
| A scalable privacy-preserving recommendation scheme via bisecting k-means clustering A Bilge, H Polat Information Processing & Management 49 (4), 912-927, 2013 | 69 | 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 | 66 | 2013 |
| Privacy-preserving collaborative filtering on vertically partitioned data H Polat, W Du European conference on principles of data mining and knowledge discovery …, 2005 | 66 | 2005 |
| Arbitrarily distributed data-based recommendations with privacy I Yakut, H Polat Data & Knowledge Engineering 72, 239-256, 2012 | 63 | 2012 |
| P2P collaborative filtering with privacy C Kaleli, H Polat Turkish Journal of Electrical Engineering and Computer Sciences 18 (1), 101-116, 2010 | 59 | 2010 |
| A novel shilling attack detection method A Bilge, Z Ozdemir, H Polat Procedia Computer Science 31, 165-174, 2014 | 56 | 2014 |
| An improved privacy-preserving DWT-based collaborative filtering scheme A Bilge, H Polat Expert Systems with Applications 39 (3), 3841-3854, 2012 | 45 | 2012 |
| Privacy-preserving SVD-based collaborative filtering on partitioned data I Yakut, H Polat International Journal of Information Technology & Decision Making 9 (03 …, 2010 | 45 | 2010 |
| A survey: deriving private information from perturbed data BD Okkalioglu, M Okkalioglu, M Koc, H Polat Artificial Intelligence Review 44, 547-569, 2015 | 42 | 2015 |
| Privacy-preserving SOM-based recommendations on horizontally distributed data C Kaleli, H Polat Knowledge-Based Systems 33, 124-135, 2012 | 39 | 2012 |
| Estimating NBC-based recommendations on arbitrarily partitioned data with privacy I Yakut, H Polat Knowledge-Based Systems 36, 353-362, 2012 | 38 | 2012 |
| Providing naïve Bayesian classifier-based private recommendations on partitioned data C Kaleli, H Polat European Conference on Principles of Data Mining and Knowledge Discovery …, 2007 | 37 | 2007 |
