The Estimation Of Daily Temperature By Artificial And Fuzzy Neural Network Methods. - Alper Bilge (IC-AI, 2007)

On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. - Alper Bilge; Cihan Kaleli; Huseyin Polat 001 (ICSOFT (1), 2010)

Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing. - Alper Bilge; Huseyin Polat 001 (Web Intelligence, 2010)

An Improved Profile-Based CF Scheme with Privacy. - Alper Bilge; Huseyin Polat 001 (ICSC, 2011)

An improved privacy-preserving DWT-based collaborative filtering scheme. - Alper Bilge; Huseyin Polat 001 (Expert Syst. Appl., 2012)

A comparison of clustering-based privacy-preserving collaborative filtering schemes. - Alper Bilge; Huseyin Polat 001 (Appl. Soft Comput., 2013)

A Survey of Privacy-Preserving Collaborative Filtering Schemes. - Alper Bilge; Cihan Kaleli; Ibrahim Yakut; Ihsan Günes; Huseyin Polat 001 (Int. J. Softw. Eng. Knowl. Eng., 2013)

A scalable privacy-preserving recommendation scheme via bisecting k-means clustering. - Alper Bilge; Huseyin Polat 001 (Inf. Process. Manag., 2013)

Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms. - Ihsan Günes; Alper Bilge; Huseyin Polat 001 (KSII Trans. Internet Inf. Syst., 2013)

Improving performance of privacy-preserving collaborative filtering schemes (Gizlilik temelli ortak süzgeçleme yöntemlerinin başarımının iyileştirilmesi) - Alper Bilge (2013)

A Novel Shilling Attack Detection Method. - Alper Bilge; Zeynep Özdemir; Huseyin Polat 001 (ITQM, 2014)

Shilling attacks against recommender systems: a comprehensive survey. - Ihsan Günes; Cihan Kaleli; Alper Bilge; Huseyin Polat 001 (Artif. Intell. Rev., 2014)

Robustness analysis of privacy-preserving model-based recommendation schemes. - Alper Bilge; Ihsan Günes; Huseyin Polat 001 (Expert Syst. Appl., 2014)

Privacy Risks for Multi-Criteria Collaborative Filtering Systems. - Alper Yargic; Alper Bilge (ICCCN, 2017)

A Robust Multi-Criteria Collaborative Filtering Algorithm. - Ahmet Murat Turk; Alper Bilge (INISTA, 2018)

Bilgisayar Muhendisligi Egitiminde Teknoloji Egilimlerinin Takip Edilmesi. - Ahmet Murat Turk; Alper Bilge (CoRR, 2018)

On Similarity Measures for a Graph-Based Recommender System. - Zühal Kurt; Alper Bilge; Kemal Özkan; Ömer Nezih Gerek (ICIST, 2019)

Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems. - Burcu Yurekli Yilmazel; Alper Bilge; Cihan Kaleli (IEEE Access, 2019)

A review on deep learning for recommender systems: challenges and remedies. - Zeynep Batmaz; Ali Yürekli; Alper Bilge; Cihan Kaleli (Artif. Intell. Rev., 2019)

Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks. - Ahmet Murat Turk; Alper Bilge (Expert Syst. Appl., 2019)

Privacy-preserving multi-criteria collaborative filtering. - Alper Yargic; Alper Bilge (Inf. Process. Manag., 2019)

Binary multicriteria collaborative filtering. - Emre Yalcin; Alper Bilge (Turkish J. Electr. Eng. Comput. Sci., 2020)

Similarity-inclusive Link Prediction with Quaternions. - Zuhal Kurt; Ömer Nezih Gerek; Alper Bilge; Kemal Özkan (ICEIS (1), 2021)

Novel automatic group identification approaches for group recommendation. - Emre Yalcin; Alper Bilge (Expert Syst. Appl., 2021)

An entropy empowered hybridized aggregation technique for group recommender systems. - Emre Yalcin; Firat Ismailoglu; Alper Bilge (Expert Syst. Appl., 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)

Investigating and counteracting popularity bias in group recommendations. - Emre Yalcin; Alper Bilge (Inf. Process. Manag., 2021)

Exploring playlist titles for cold-start music recommendation: an effectiveness analysis. - Ali Yürekli; Alper Bilge; Cihan Kaleli (J. Ambient Intell. Humaniz. Comput., 2021)

IESR: Instant Energy Scheduling Recommendations for Cost Saving in Smart Homes. - Muhammad Zaman Fakhar; Emre Yalcin; Alper Bilge (IEEE Access, 2022)

Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis. - Emre Yalcin; Alper Bilge (Inf. Process. Manag., 2022)

A Graph-Based Recommendation Algorithm on Quaternion Algebra. - Zuhal Kurt; Ömer Nezih Gerek; Alper Bilge; Kemal Özkan (SN Comput. Sci., 2022)

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)

A survey of smart home energy conservation techniques. - Muhammad Zaman Fakhar; Emre Yalcin; Alper Bilge (Expert Syst. Appl., 2023)

Robustness of privacy-preserving collaborative recommenders against popularity bias problem. - Mert Gulsoy; Emre Yalcin; Alper Bilge (PeerJ Comput. Sci., 2023)

A Novel Pre-Processing Technique to Combat Popularity Bias in Personality-Aware Recommender Systems. - Madiha Waris; Muhammad Zaman Fakhar; Mert Gulsoy; Emre Yalcin; Alper Bilge (IEEE Access, 2024)

A novel target item-based similarity function in privacy-preserving collaborative filtering. - Emre Yalcin; Alper Bilge (J. Supercomput., 2024)

: Dynamic User-oriented re-Ranking calibration strategy for popularity bias treatment of recommendation algorithms. - Mert Gulsoy; Emre Yalcin; Yucel Tacli; Alper Bilge (Int. J. Hum. Comput. Stud., 2025)

EquiRate: balanced rating injection approach for popularity bias mitigation in recommender systems. - Mert Gulsoy; Emre Yalcin; Alper Bilge (PeerJ Comput. Sci., 2025)