Cihan Kaleli

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 12

Top Topics

Attack Detection

Music Recommendation

User Preferences

Top Venues

Artif. Intell. Rev.

Comput. Intell.

J. Ambient Intell. Humaniz. Comput.

Expert Syst. Appl.

Publications

Ifra Afzal, Burcu Yurekli Yilmazel, Cihan Kaleli
An Approach for Multi-Context-Aware Multi-Criteria Recommender Systems Based on Deep Learning. IEEE Access 12 (2024)
Tugba Turkoglu Kaya, Emre Yalcin, Cihan Kaleli
A novel classification-based shilling attack detection approach for multi-criteria recommender systems. Comput. Intell. 39 (3) (2023)
Tugba Kaya, Cihan Kaleli
recommendation method for multi-criteria collaborative filtering. Expert Syst. Appl. 198 (2022)
Zeynep Batmaz, Cihan Kaleli
A new similarity-based multicriteria recommendation algorithm based onautoencoders. Turkish J. Electr. Eng. Comput. Sci. 30 (3) (2022)
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) (2021)
Ali Yürekli, Alper Bilge, Cihan Kaleli
Exploring playlist titles for cold-start music recommendation: an effectiveness analysis. J. Ambient Intell. Humaniz. Comput. 12 (11) (2021)
Zeynep Batmaz, Burcu Yurekli Yilmazel, Cihan Kaleli
Shilling attack detection in binary data: a classification approach. J. Ambient Intell. Humaniz. Comput. 11 (6) (2020)
Murat Okkalioglu, Cihan Kaleli
Deriving ratings from a private P2P collaborative scheme. KSII Trans. Internet Inf. Syst. 13 (9) (2019)
Zeynep Batmaz, Ali Yürekli, Alper Bilge, Cihan Kaleli
A review on deep learning for recommender systems: challenges and remedies. Artif. Intell. Rev. 52 (1) (2019)
Burcu Yurekli Yilmazel, Alper Bilge, Cihan Kaleli
Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems. IEEE Access 7 (2019)
Burcu Yurekli Yilmazel, Cihan Kaleli
Robustness analysis of arbitrarily distributed data-based recommendation methods. Expert Syst. Appl. 44 (2016)
Cihan Kaleli, Huseyin Polat
Privacy-Preserving Naïve Bayesian Classifier-Based Recommendations on Distributed Data. Comput. Intell. 31 (1) (2015)
Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat
Shilling attacks against recommender systems: a comprehensive survey. Artif. Intell. Rev. 42 (4) (2014)
Cihan Kaleli
An entropy-based neighbor selection approach for collaborative filtering. Knowl. Based Syst. 56 (2014)
Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Gunes, Huseyin Polat
A Survey of Privacy-Preserving Collaborative Filtering Schemes. Int. J. Softw. Eng. Knowl. Eng. 23 (8) (2013)
Cihan Kaleli, Huseyin Polat
Privacy-Preserving Random Projection-Based Recommendations Based on Distributed Data. Int. J. Inf. Technol. Decis. Mak. 12 (2) (2013)
Cihan Kaleli, Huseyin Polat
Robustness Analysis of Naïve Bayesian Classifier-Based Collaborative Filtering. EC-Web (2013)
Cihan Kaleli, Huseyin Polat
Privacy-preserving SOM-based recommendations on horizontally distributed data. Knowl. Based Syst. 33 (2012)
Cihan Kaleli, Huseyin Polat
SOM-based recommendations with privacy on multi-party vertically distributed data. J. Oper. Res. Soc. 63 (6) (2012)
Cihan Kaleli, Huseyin Polat
Privacy-Preserving Trust-Based Recommendations on Vertically Distributed Data. ICSC (2011)
Nima Dokoohaki, Cihan Kaleli, Huseyin Polat, Mihhail Matskin
Achieving Optimal Privacy in Trust-Aware Social Recommender Systems. SocInfo (2010)
Alper Bilge, Cihan Kaleli, Huseyin Polat
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. ICSOFT (1) (2010)
Cihan Kaleli, Huseyin Polat
Providing Private Recommendations Using Naïve Bayesian Classifier. AWIC (2007)
Cihan Kaleli, Huseyin Polat
Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data. PKDD (2007)