Cihan Kaleli

According to our database, Cihan Kaleli authored at least 25 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

An Approach for Multi-Context-Aware Multi-Criteria Recommender Systems Based on Deep Learning.

Ifra Afzal, Burcu Yurekli Yilmazel, Cihan Kaleli

IEEE Access, 2024

2023

A novel classification-based shilling attack detection approach for multi-criteria recommender systems.

Tugba Turkoglu Kaya, Emre Yalcin, Cihan Kaleli

Comput. Intell., June, 2023

2022

A novel top-<i>n</i> recommendation method for multi-criteria collaborative filtering.

Tugba Turkoglu Kaya, Cihan Kaleli

Expert Syst. Appl., 2022

A new similarity-based multicriteria recommendation algorithm based onautoencoders.

Zeynep Batmaz, Cihan Kaleli

Turkish J. Electr. Eng. Comput. Sci., 2022

2021

Exploring playlist titles for cold-start music recommendation: an effectiveness analysis.

Ali Yürekli, Alper Bilge, Cihan Kaleli

J. Ambient Intell. Humaniz. Comput., 2021

Alleviating the cold-start playlist continuation in music recommendation using latent semantic indexing.

Ali Yürekli, Cihan Kaleli, Alper Bilge

Int. J. Multim. Inf. Retr., 2021

2020

Shilling attack detection in binary data: a classification approach.

Zeynep Batmaz, Burcu Yurekli Yilmazel, Cihan Kaleli

J. Ambient Intell. Humaniz. Comput., 2020

2019

Deriving ratings from a private P2P collaborative scheme.

Murat Okkalioglu, Cihan Kaleli

KSII Trans. Internet Inf. Syst., 2019

A review on deep learning for recommender systems: challenges and remedies.

Zeynep Batmaz, Ali Yürekli, Alper Bilge, Cihan Kaleli

Artif. Intell. Rev., 2019

Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems.

Burcu Yurekli Yilmazel, Alper Bilge, Cihan Kaleli

IEEE Access, 2019

2016

Robustness analysis of arbitrarily distributed data-based recommendation methods.

Burcu Yurekli Yilmazel, Cihan Kaleli

Expert Syst. Appl., 2016

2015

Privacy-Preserving Naïve Bayesian Classifier-Based Recommendations on Distributed Data.

Cihan Kaleli, Huseyin Polat

Comput. Intell., 2015

2014

An entropy-based neighbor selection approach for collaborative filtering.

Cihan Kaleli

Knowl. Based Syst., 2014

Shilling attacks against recommender systems: a comprehensive survey.

Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat

Artif. Intell. Rev., 2014

2013

A Survey of Privacy-Preserving Collaborative Filtering Schemes.

Alper Bilge, Cihan Kaleli, Ibrahim Yakut, Ihsan Gunes, Huseyin Polat

Int. J. Softw. Eng. Knowl. Eng., 2013

Privacy-Preserving Random Projection-Based Recommendations Based on Distributed Data.

Cihan Kaleli, Huseyin Polat

Int. J. Inf. Technol. Decis. Mak., 2013

Robustness Analysis of Naïve Bayesian Classifier-Based Collaborative Filtering.

Cihan Kaleli, Huseyin Polat

Proceedings of the E-Commerce and Web Technologies - 14th International Conference, 2013

2012

Privacy-preserving distributed collaborative filtering (Gizliliği koruyarak dağıtık ortak süzgeçleme)

Cihan Kaleli

PhD thesis, 2012

Privacy-preserving SOM-based recommendations on horizontally distributed data.

Cihan Kaleli, Huseyin Polat

Knowl. Based Syst., 2012

SOM-based recommendations with privacy on multi-party vertically distributed data.

Cihan Kaleli, Huseyin Polat

J. Oper. Res. Soc., 2012

2011

Privacy-Preserving Trust-Based Recommendations on Vertically Distributed Data.

Cihan Kaleli, Huseyin Polat

Proceedings of the 5th IEEE International Conference on Semantic Computing (ICSC 2011), 2011

2010

Achieving Optimal Privacy in Trust-Aware Social Recommender Systems.

Nima Dokoohaki, Cihan Kaleli, Huseyin Polat, Mihhail Matskin

Proceedings of the Social Informatics - Second International Conference, 2010

On Binary Similarity Measures for Privacy-preserving Top-N Recommendations.

Alper Bilge, Cihan Kaleli, Huseyin Polat

Proceedings of the ICSOFT 2010, 2010

2007

Providing Naïve Bayesian Classifier-Based Private Recommendations on Partitioned Data.

Cihan Kaleli, Huseyin Polat

Proceedings of the Knowledge Discovery in Databases: PKDD 2007, 2007

Providing Private Recommendations Using Naïve Bayesian Classifier.

Cihan Kaleli, Huseyin Polat

Proceedings of the Advances in Intelligent Web Mastering, Proceedings of the 5th Atlantic Web Intelligence Conference - AWIC 2007, Fontainebleau, France, June 25, 2007