Alper Bilge

According to our database, Alper Bilge authored at least 35 papers between 2007 and 2024.

Collaborative distances:

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

2024

A novel target item-based similarity function in privacy-preserving collaborative filtering.

Emre Yalcin, Alper Bilge

J. Supercomput., September, 2024

2023

Robustness of privacy-preserving collaborative recommenders against popularity bias problem.

Mert Gulsoy, Emre Yalcin, Alper Bilge

PeerJ Comput. Sci., 2023

A survey of smart home energy conservation techniques.

Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge

Expert Syst. Appl., 2023

Popularity bias in personality perspective: An analysis of how personality traits expose individuals to the unfair recommendation.

Emre Yalcin, Alper Bilge

Concurr. Comput. Pract. Exp., 2023

2022

A Graph-Based Recommendation Algorithm on Quaternion Algebra.

Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan

SN Comput. Sci., 2022

Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis.

Emre Yalcin, Alper Bilge

Inf. Process. Manag., 2022

IESR: Instant Energy Scheduling Recommendations for Cost Saving in Smart Homes.

Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge

IEEE Access, 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

Investigating and counteracting popularity bias in group recommendations.

Emre Yalcin, Alper Bilge

Inf. Process. Manag., 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

An entropy empowered hybridized aggregation technique for group recommender systems.

Emre Yalcin, Firat Ismailoglu, Alper Bilge

Expert Syst. Appl., 2021

Novel automatic group identification approaches for group recommendation.

Emre Yalcin, Alper Bilge

Expert Syst. Appl., 2021

Similarity-inclusive Link Prediction with Quaternions.

Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan

Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

2020

Binary multicriteria collaborative filtering.

Emre Yalcin, Alper Bilge

Turkish J. Electr. Eng. Comput. Sci., 2020

2019

Privacy-preserving multi-criteria collaborative filtering.

Alper Yargic, Alper Bilge

Inf. Process. Manag., 2019

Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks.

Ahmet Murat Turk, Alper Bilge

Expert Syst. Appl., 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

On Similarity Measures for a Graph-Based Recommender System.

Zühal Kurt, Alper Bilge, Kemal Özkan, Ömer Nezih Gerek

Proceedings of the Information and Software Technologies - 25th International Conference, 2019

2018

Bilgisayar Muhendisligi Egitiminde Teknoloji Egilimlerinin Takip Edilmesi.

Ahmet Murat Turk, Alper Bilge

CoRR, 2018

A Robust Multi-Criteria Collaborative Filtering Algorithm.

Ahmet Murat Turk, Alper Bilge

Proceedings of the 2018 Innovations in Intelligent Systems and Applications, 2018

2017

Privacy Risks for Multi-Criteria Collaborative Filtering Systems.

Alper Yargic, Alper Bilge

Proceedings of the 26th International Conference on Computer Communication and Networks, 2017

2014

Robustness analysis of privacy-preserving model-based recommendation schemes.

Alper Bilge, Ihsan Gunes, Huseyin Polat

Expert Syst. Appl., 2014

Shilling attacks against recommender systems: a comprehensive survey.

Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat

Artif. Intell. Rev., 2014

A Novel Shilling Attack Detection Method.

Alper Bilge, Zeynep Özdemir, Huseyin Polat

Proceedings of the Second International Conference on Information Technology and Quantitative Management, 2014

2013

Improving performance of privacy-preserving collaborative filtering schemes (Gizlilik temelli ortak süzgeçleme yöntemlerinin başarımının iyileştirilmesi)

Alper Bilge

PhD thesis, 2013

Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms.

Ihsan Gunes, Alper Bilge, Huseyin Polat

KSII Trans. Internet Inf. Syst., 2013

A scalable privacy-preserving recommendation scheme via bisecting k-means clustering.

Alper Bilge, Huseyin Polat

Inf. Process. Manag., 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

A comparison of clustering-based privacy-preserving collaborative filtering schemes.

Alper Bilge, Huseyin Polat

Appl. Soft Comput., 2013

2012

An improved privacy-preserving DWT-based collaborative filtering scheme.

Alper Bilge, Huseyin Polat

Expert Syst. Appl., 2012

2011

An Improved Profile-Based CF Scheme with Privacy.

Alper Bilge, Huseyin Polat

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

2010

Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing.

Alper Bilge, Huseyin Polat

Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

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

Alper Bilge, Cihan Kaleli, Huseyin Polat

Proceedings of the ICSOFT 2010, 2010

2007

The Estimation Of Daily Temperature By Artificial And Fuzzy Neural Network Methods.

Alper Bilge

Proceedings of the 2007 International Conference on Artificial Intelligence, 2007