Cihan Kaleli

26 papers Journal 19Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel missing value imputation for multi-criteria recommender systems.
Inf. Sci.
Gökhan Göksel, Ahmet Aydin, Zeynep Batmaz, Cihan Kaleli
2024 J jnl
An Approach for Multi-Context-Aware Multi-Criteria Recommender Systems Based on Deep Learning.
IEEE Access
Ifra Afzal, Burcu Yurekli Yilmazel, Cihan Kaleli
2023 J jnl
A novel classification-based shilling attack detection approach for multi-criteria recommender systems.
Comput. Intell.
Tugba Turkoglu Kaya, Emre Yalcin, Cihan Kaleli
2022 J jnl
A new similarity-based multicriteria recommendation algorithm based onautoencoders.
Turkish J. Electr. Eng. Comput. Sci.
Zeynep Batmaz, Cihan Kaleli
2022 J jnl
A novel top-
Expert Syst. Appl.
Tugba Turkoglu Kaya, Cihan Kaleli
2021 J jnl
Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing.
Int. J. Multim. Inf. Retr.
Ali Yürekli, Cihan Kaleli, Alper Bilge
2021 J jnl
Exploring playlist titles for cold-start music recommendation: an effectiveness analysis.
J. Ambient Intell. Humaniz. Comput.
Ali Yürekli, Alper Bilge, Cihan Kaleli
2020 J jnl
Shilling attack detection in binary data: a classification approach.
J. Ambient Intell. Humaniz. Comput.
Zeynep Batmaz, Burcu Yurekli Yilmazel, Cihan Kaleli
2019 J jnl
A review on deep learning for recommender systems: challenges and remedies.
Artif. Intell. Rev.
Zeynep Batmaz, Ali Yürekli, Alper Bilge, Cihan Kaleli
2019 J jnl
Deriving ratings from a private P2P collaborative scheme.
KSII Trans. Internet Inf. Syst.
Murat Okkalioglu, Cihan Kaleli
2019 J jnl
Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems.
IEEE Access
Burcu Yurekli Yilmazel, Alper Bilge, Cihan Kaleli
2016 J jnl
Robustness analysis of arbitrarily distributed data-based recommendation methods.
Expert Syst. Appl.
Burcu Yurekli Yilmazel, Cihan Kaleli
2015 J jnl
Privacy-Preserving Naïve Bayesian Classifier-Based Recommendations on Distributed Data.
Comput. Intell.
Cihan Kaleli, Huseyin Polat
2014 J jnl
An entropy-based neighbor selection approach for collaborative filtering.
Knowl. Based Syst.
Cihan Kaleli
2014 J jnl
Shilling attacks against recommender systems: a comprehensive survey.
Artif. Intell. Rev.
Ihsan Günes, Cihan Kaleli, Alper Bilge, Huseyin Polat
2013 J jnl
A Survey of Privacy-Preserving Collaborative Filtering Schemes.
Int. J. Softw. Eng. Knowl. Eng.
Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Günes, Huseyin Polat
2013 J jnl
Privacy-Preserving Random Projection-Based Recommendations Based on Distributed Data.
Int. J. Inf. Technol. Decis. Mak.
Cihan Kaleli, Huseyin Polat
2013 — conf
Robustness Analysis of Naïve Bayesian Classifier-Based Collaborative Filtering.
EC-Web
Cihan Kaleli, Huseyin Polat
2012 J jnl
Privacy-preserving SOM-based recommendations on horizontally distributed data.
Knowl. Based Syst.
Cihan Kaleli, Huseyin Polat
2012 — —
Privacy-preserving distributed collaborative filtering (Gizliliği koruyarak dağıtık ortak süzgeçleme)
Cihan Kaleli
2012 J jnl
SOM-based recommendations with privacy on multi-party vertically distributed data.
J. Oper. Res. Soc.
Cihan Kaleli, Huseyin Polat
2011 — conf
Privacy-Preserving Trust-Based Recommendations on Vertically Distributed Data.
ICSC
Cihan Kaleli, Huseyin Polat
2010 — conf
Achieving Optimal Privacy in Trust-Aware Social Recommender Systems.
SocInfo
Nima Dokoohaki, Cihan Kaleli, Huseyin Polat, Mihhail Matskin
2010 — conf
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations.
ICSOFT (1)
Alper Bilge, Cihan Kaleli, Huseyin Polat
2007 — conf
Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data.
PKDD
Cihan Kaleli, Huseyin Polat
2007 — conf
Providing Private Recommendations Using Naïve Bayesian Classifier.
AWIC
Cihan Kaleli, Huseyin Polat