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2020 – today
- 2024
[j24]Emre Yalcin
, Alper Bilge:
A novel target item-based similarity function in privacy-preserving collaborative filtering. J. Supercomput. 80(13): 19433-19461 (2024)- 2023
- [j23]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) - [j22]Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge:
A survey of smart home energy conservation techniques. Expert Syst. Appl. 213(Part): 118974 (2023) - [j21]Mert Gulsoy, Emre Yalcin, Alper Bilge:
Robustness of privacy-preserving collaborative recommenders against popularity bias problem. PeerJ Comput. Sci. 9: e1438 (2023) - 2022
- [j20]Muhammad Zaman Fakhar, Emre Yalcin, Alper Bilge:
IESR: Instant Energy Scheduling Recommendations for Cost Saving in Smart Homes. IEEE Access 10: 52178-52195 (2022) - [j19]Emre Yalcin, Alper Bilge:
Evaluating unfairness of popularity bias in recommender systems: A comprehensive user-centric analysis. Inf. Process. Manag. 59(6): 103100 (2022) - [j18]Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan:
A Graph-Based Recommendation Algorithm on Quaternion Algebra. SN Comput. Sci. 3(4): 299 (2022) - 2021
- [j17]Emre Yalcin, Firat Ismailoglu, Alper Bilge:
An entropy empowered hybridized aggregation technique for group recommender systems. Expert Syst. Appl. 166: 114111 (2021) - [j16]Emre Yalcin, Alper Bilge:
Novel automatic group identification approaches for group recommendation. Expert Syst. Appl. 174: 114709 (2021) - [j15]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): 185-198 (2021) - [j14]Emre Yalcin, Alper Bilge:
Investigating and counteracting popularity bias in group recommendations. Inf. Process. Manag. 58(5): 102608 (2021) - [j13]Ali Yürekli, Alper Bilge, Cihan Kaleli:
Exploring playlist titles for cold-start music recommendation: an effectiveness analysis. J. Ambient Intell. Humaniz. Comput. 12(11): 10125-10144 (2021) - [c9]Zuhal Kurt, Ömer Nezih Gerek, Alper Bilge, Kemal Özkan:
Similarity-inclusive Link Prediction with Quaternions. ICEIS (1) 2021: 842-854 - 2020
- [j12]Emre Yalcin, Alper Bilge:
Binary multicriteria collaborative filtering. Turkish J. Electr. Eng. Comput. Sci. 28(6) (2020)
2010 – 2019
- 2019
- [j11]Burcu Yurekli Yilmazel, Alper Bilge, Cihan Kaleli:
Privacy-Aware Detection of Shilling Profiles on Arbitrarily Distributed Recommender Systems. IEEE Access 7: 28863-28885 (2019) - [j10]Zeynep Batmaz, Ali Yürekli, Alper Bilge, Cihan Kaleli:
A review on deep learning for recommender systems: challenges and remedies. Artif. Intell. Rev. 52(1): 1-37 (2019) - [j9]Ahmet Murat Turk, Alper Bilge:
Robustness analysis of multi-criteria collaborative filtering algorithms against shilling attacks. Expert Syst. Appl. 115: 386-402 (2019) - [j8]Alper Yargic, Alper Bilge:
Privacy-preserving multi-criteria collaborative filtering. Inf. Process. Manag. 56(3): 994-1009 (2019) - [c8]Zühal Kurt, Alper Bilge, Kemal Özkan, Ömer Nezih Gerek:
On Similarity Measures for a Graph-Based Recommender System. ICIST 2019: 136-147 - 2018
- [c7]Ahmet Murat Turk, Alper Bilge:
A Robust Multi-Criteria Collaborative Filtering Algorithm. INISTA 2018: 1-6 - [i1]Ahmet Murat Turk, Alper Bilge:
Bilgisayar Muhendisligi Egitiminde Teknoloji Egilimlerinin Takip Edilmesi. CoRR abs/1807.07571 (2018) - 2017
- [c6]Alper Yargic, Alper Bilge:
Privacy Risks for Multi-Criteria Collaborative Filtering Systems. ICCCN 2017: 1-6 - 2014
- [j7]Ihsan Gunes, Cihan Kaleli, Alper Bilge, Huseyin Polat:
Shilling attacks against recommender systems: a comprehensive survey. Artif. Intell. Rev. 42(4): 767-799 (2014) - [j6]Alper Bilge, Ihsan Gunes, Huseyin Polat:
Robustness analysis of privacy-preserving model-based recommendation schemes. Expert Syst. Appl. 41(8): 3671-3681 (2014) - [c5]Alper Bilge, Zeynep Özdemir, Huseyin Polat:
A Novel Shilling Attack Detection Method. ITQM 2014: 165-174 - 2013
- [b1]Alper Bilge:
Improving performance of privacy-preserving collaborative filtering schemes (Gizlilik temelli ortak süzgeçleme yöntemlerinin başarımının iyileştirilmesi). Anadolu University, Turkey, 2013 - [j5]Alper Bilge, Huseyin Polat:
A comparison of clustering-based privacy-preserving collaborative filtering schemes. Appl. Soft Comput. 13(5): 2478-2489 (2013) - [j4]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): 1085-1108 (2013) - [j3]Alper Bilge, Huseyin Polat:
A scalable privacy-preserving recommendation scheme via bisecting k-means clustering. Inf. Process. Manag. 49(4): 912-927 (2013) - [j2]Ihsan Gunes, Alper Bilge, Huseyin Polat:
Shilling Attacks Against Memory-Based Privacy-Preserving Recommendation Algorithms. KSII Trans. Internet Inf. Syst. 7(5): 1272-1290 (2013) - 2012
- [j1]Alper Bilge, Huseyin Polat:
An improved privacy-preserving DWT-based collaborative filtering scheme. Expert Syst. Appl. 39(3): 3841-3854 (2012) - 2011
- [c4]Alper Bilge, Huseyin Polat:
An Improved Profile-Based CF Scheme with Privacy. ICSC 2011: 133-140 - 2010
- [c3]Alper Bilge, Cihan Kaleli, Huseyin Polat:
On Binary Similarity Measures for Privacy-preserving Top-N Recommendations. ICSOFT (1) 2010: 299-304 - [c2]Alper Bilge, Huseyin Polat:
Improving Privacy-Preserving NBC-Based Recommendations by Preprocessing. Web Intelligence 2010: 143-147
2000 – 2009
- 2007
- [c1]Alper Bilge:
The Estimation Of Daily Temperature By Artificial And Fuzzy Neural Network Methods. IC-AI 2007: 217-220
Coauthor Index
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last updated on 2024-10-07 22:16 CEST by the dblp team
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