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2020 – today
- 2024
[j18]Ifra Afzal
, Burcu Yurekli Yilmazel, Cihan Kaleli:
An Approach for Multi-Context-Aware Multi-Criteria Recommender Systems Based on Deep Learning. IEEE Access 12: 99936-99948 (2024)- 2023
- [j17]Tugba Turkoglu Kaya, Emre Yalcin, Cihan Kaleli:
A novel classification-based shilling attack detection approach for multi-criteria recommender systems. Comput. Intell. 39(3): 499-528 (2023) - 2022
- [j16]Zeynep Batmaz, Cihan Kaleli:
A new similarity-based multicriteria recommendation algorithm based onautoencoders. Turkish J. Electr. Eng. Comput. Sci. 30(3): 855-870 (2022) - [j15]Tugba Turkoglu Kaya, Cihan Kaleli:
A novel top-n recommendation method for multi-criteria collaborative filtering. Expert Syst. Appl. 198: 116695 (2022) - 2021
- [j14]Ali Yürekli, Cihan Kaleli, Alper Bilge:
Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing. Int. J. Multim. Inf. Retr. 10(3): 185-198 (2021) - [j13]Ali Yürekli, Alper Bilge, Cihan Kaleli:
Exploring playlist titles for cold-start music recommendation: an effectiveness analysis. J. Ambient Intell. Humaniz. Comput. 12(11): 10125-10144 (2021) - 2020
- [j12]Zeynep Batmaz, Burcu Yurekli Yilmazel, Cihan Kaleli:
Shilling attack detection in binary data: a classification approach. J. Ambient Intell. Humaniz. Comput. 11(6): 2601-2611 (2020)
2010 – 2019
- 2019
- [j11]Burcu Yurekli Yilmazel, Alper Bilge, Cihan Kaleli:
Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems. IEEE Access 7: 28863-28885 (2019) - [j10]Zeynep Batmaz, Ali Yürekli, Alper Bilge, Cihan Kaleli:
A review on deep learning for recommender systems: challenges and remedies. Artif. Intell. Rev. 52(1): 1-37 (2019) - [j9]Murat Okkalioglu, Cihan Kaleli:
Deriving ratings from a private P2P collaborative scheme. KSII Trans. Internet Inf. Syst. 13(9): 4463-4483 (2019) - 2016
- [j8]Burcu Yurekli Yilmazel, Cihan Kaleli:
Robustness analysis of arbitrarily distributed data-based recommendation methods. Expert Syst. Appl. 44: 217-229 (2016) - 2015
- [j7]Cihan Kaleli, Huseyin Polat:
Privacy-Preserving Naïve Bayesian Classifier-Based Recommendations on Distributed Data. Comput. Intell. 31(1): 47-68 (2015) - 2014
- [j6]Ihsan Günes, Cihan Kaleli, Alper Bilge, Huseyin Polat:
Shilling attacks against recommender systems: a comprehensive survey. Artif. Intell. Rev. 42(4): 767-799 (2014) - [j5]Cihan Kaleli:
An entropy-based neighbor selection approach for collaborative filtering. Knowl. Based Syst. 56: 273-280 (2014) - 2013
- [j4]Cihan Kaleli, Huseyin Polat:
Privacy-Preserving Random Projection-Based Recommendations Based on Distributed Data. Int. J. Inf. Technol. Decis. Mak. 12(2): 201-232 (2013) - [j3]Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Günes, Huseyin Polat:
A Survey of Privacy-Preserving Collaborative Filtering Schemes. Int. J. Softw. Eng. Knowl. Eng. 23(8): 1085-1108 (2013) - [c6]Cihan Kaleli, Huseyin Polat:
Robustness Analysis of Naïve Bayesian Classifier-Based Collaborative Filtering. EC-Web 2013: 202-209 - 2012
- [b1]Cihan Kaleli:
Privacy-preserving distributed collaborative filtering (Gizliliği koruyarak dağıtık ortak süzgeçleme). Anadolu University, Turkey, 2012 - [j2]Cihan Kaleli, Huseyin Polat:
SOM-based recommendations with privacy on multi-party vertically distributed data. J. Oper. Res. Soc. 63(6): 826-838 (2012) - [j1]Cihan Kaleli, Huseyin Polat:
Privacy-preserving SOM-based recommendations on horizontally distributed data. Knowl. Based Syst. 33: 124-135 (2012) - 2011
- [c5]Cihan Kaleli, Huseyin Polat:
Privacy-Preserving Trust-Based Recommendations on Vertically Distributed Data. ICSC 2011: 376-379 - 2010
- [c4]Alper Bilge, Cihan Kaleli, Huseyin Polat:
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. ICSOFT (1) 2010: 299-304 - [c3]Nima Dokoohaki, Cihan Kaleli, Huseyin Polat, Mihhail Matskin:
Achieving Optimal Privacy in Trust-Aware Social Recommender Systems. SocInfo 2010: 62-79
2000 – 2009
- 2007
- [c2]Cihan Kaleli, Huseyin Polat:
Providing Private Recommendations Using Naïve Bayesian Classifier. AWIC 2007: 168-173 - [c1]Cihan Kaleli, Huseyin Polat:
Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data. PKDD 2007: 515-522
Coauthor Index
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