| 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 | 571 | 2019 |
| Shilling attacks against recommender systems: a comprehensive survey I Gunes, C Kaleli, A Bilge, H Polat Artificial Intelligence Review 42, 767-799, 2014 | 417 | 2014 |
| An entropy-based neighbor selection approach for collaborative filtering C Kaleli Knowledge-Based Systems 56, 273-280, 2014 | 109 | 2014 |
| 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 | 69 | 2013 |
| A multi-criteria item-based collaborative filtering framework A Bilge, C Kaleli 2014 11th International Joint Conference on Computer Science and Software …, 2014 | 65 | 2014 |
| P2P collaborative filtering with privacy C Kaleli, H Polat Turkish Journal of Electrical Engineering and Computer Sciences 18 (1), 101-116, 2010 | 57 | 2010 |
| Privacy-preserving SOM-based recommendations on horizontally distributed data C Kaleli, H Polat Knowledge-Based Systems 33, 124-135, 2012 | 40 | 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 |
| AE-MCCF: an autoencoder-based multi-criteria recommendation algorithm Z Batmaz, C Kaleli Arabian Journal for Science and Engineering 44, 9235-9247, 2019 | 36 | 2019 |
| Providing private recommendations using naive Bayesian classifier C Kaleli, H Polat Advances in Intelligent Web Mastering: Proceedings of the 5th Atlantic Web …, 2007 | 34 | 2007 |
| Shilling attack detection in binary data: a classification approach Z Batmaz, B Yilmazel, C Kaleli Journal of Ambient Intelligence and Humanized Computing 11 (6), 2601–2611, 2020 | 32 | 2020 |
| Privacy‐Preserving Naïve Bayesian Classifier–Based Recommendations on Distributed Data C Kaleli, H Polat Computational Intelligence 31 (1), 47-68, 2015 | 26 | 2015 |
| Achieving optimal privacy in trust-aware social recommender systems N Dokoohaki, C Kaleli, H Polat, M Matskin Social Informatics: Second International Conference, SocInfo 2010, Laxenburg …, 2010 | 25 | 2010 |
| 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 | 23 | 2013 |
| SOM-based recommendations with privacy on multi-party vertically distributed data C Kaleli, H Polat Journal of the Operational Research Society 63 (6), 826-838, 2012 | 20 | 2012 |
| A novel top-n recommendation method for multi-criteria collaborative filtering T Kaya, C Kaleli Expert Systems with Applications 198, 116695, 2022 | 19 | 2022 |
| Robustness analysis of arbitrarily distributed data-based recommendation methods BY Yilmazel, C Kaleli Expert Systems with Applications 44, 217-229, 2016 | 17 | 2016 |
| Privacy-preserving trust-based recommendations on vertically distributed data C Kaleli, H Polat 2011 IEEE Fifth International Conference on Semantic Computing, 376-379, 2011 | 16 | 2011 |
| Methods of privacy preserving in collaborative filtering Z Batmaz, C Kaleli 2017 International Conference on Computer Science and Engineering (UBMK …, 2017 | 13 | 2017 |
| Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing A Yürekli, C Kaleli, A Bilge International Journal of Multimedia Information Retrieval 10 (3), 185-198, 2021 | 12 | 2021 |
Alper BilgeAssociate Professor of Computer Science, Akdeniz UniversityGeverifieerd e-mailadres voor akdeniz.edu.tr
