Alper Bilge

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 22

Top Topics

Personality Traits

Attack Detection

Collaborative Filtering

Music Recommendation

Top Venues

Expert Syst. Appl.

Inf. Process. Manag.

Artif. Intell. Rev.

Publications

Emre Yalcin, Alper Bilge
A novel target item-based similarity function in privacy-preserving collaborative filtering. J. Supercomput. 80 (13) (2024)
Emre Yalcin, Alper Bilge
Popularity bias in personality perspective: An analysis of how personality traits expose individuals to the unfair recommendation. Concurr. Comput. Pract. Exp. 35 (9) (2023)
Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge
A survey of smart home energy conservation techniques. Expert Syst. Appl. 213 (Part) (2023)
Mert Gulsoy, Emre Yalcin, Alper Bilge
Robustness of privacy-preserving collaborative recommenders against popularity bias problem. PeerJ Comput. Sci. 9 (2023)
Emre Yalcin, Alper Bilge
Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis. Inf. Process. Manag. 59 (6) (2022)
Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge
IESR: Instant Energy Scheduling Recommendations for Cost Saving in Smart Homes. IEEE Access 10 (2022)
Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
A Graph-Based Recommendation Algorithm on Quaternion Algebra. SN Comput. Sci. 3 (4) (2022)
Emre Yalcin, Alper Bilge
Investigating and counteracting popularity bias in group recommendations. Inf. Process. Manag. 58 (5) (2021)
Emre Yalcin, Firat Ismailoglu, Alper Bilge
An entropy empowered hybridized aggregation technique for group recommender systems. Expert Syst. Appl. 166 (2021)
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)
Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan
Similarity-inclusive Link Prediction with Quaternions. ICEIS (1) (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)
Emre Yalcin, Alper Bilge
Novel automatic group identification approaches for group recommendation. Expert Syst. Appl. 174 (2021)
Emre Yalcin, Alper Bilge
Binary multicriteria collaborative filtering. Turkish J. Electr. Eng. Comput. Sci. 28 (6) (2020)
Alper Yargic, Alper Bilge
Privacy-preserving multi-criteria collaborative filtering. Inf. Process. Manag. 56 (3) (2019)
Zühal Kurt, Alper Bilge, Kemal Özkan, Ömer Nezih Gerek
On Similarity Measures for a Graph-Based Recommender System. ICIST (2019)
Ahmet Murat Turk, Alper Bilge
Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks. Expert Syst. Appl. 115 (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)
Ahmet Murat Turk, Alper Bilge
A Robust Multi-Criteria Collaborative Filtering Algorithm. INISTA (2018)
Ahmet Murat Turk, Alper Bilge
Bilgisayar Muhendisligi Egitiminde Teknoloji Egilimlerinin Takip Edilmesi. CoRR (2018)
Alper Yargic, Alper Bilge
Privacy Risks for Multi-Criteria Collaborative Filtering Systems. ICCCN (2017)
Alper Bilge, Zeynep Özdemir, Huseyin Polat
A Novel Shilling Attack Detection Method. ITQM (2014)
Alper Bilge, Ihsan Gunes, Huseyin Polat
Robustness analysis of privacy-preserving model-based recommendation schemes. Expert Syst. Appl. 41 (8) (2014)
Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat
Shilling attacks against recommender systems: a comprehensive survey. Artif. Intell. Rev. 42 (4) (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)
Ihsan Gunes, Alper Bilge, Huseyin Polat
Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms. KSII Trans. Internet Inf. Syst. 7 (5) (2013)
Alper Bilge, Huseyin Polat
A comparison of clustering-based privacy-preserving collaborative filtering schemes. Appl. Soft Comput. 13 (5) (2013)
Alper Bilge, Huseyin Polat
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering. Inf. Process. Manag. 49 (4) (2013)
Alper Bilge, Huseyin Polat
An improved privacy-preserving DWT-based collaborative filtering scheme. Expert Syst. Appl. 39 (3) (2012)
Alper Bilge, Huseyin Polat
An Improved Profile-Based CF Scheme with Privacy. ICSC (2011)
Alper Bilge, Cihan Kaleli, Huseyin Polat
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. ICSOFT (1) (2010)
Alper Bilge, Huseyin Polat
Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing. Web Intelligence (2010)
Alper Bilge
The Estimation Of Daily Temperature By Artificial And Fuzzy Neural Network Methods. IC-AI (2007)