Doç. Dr. EMRE YALÇIN

Yayın Ağı

Makaleler 29

1. Transformer-enhanced Artificial Bee Colony with self-attention-based relational selection

Elmas Y., Aydemir S. B., YALÇIN E.

Applied Soft Computing , cilt.203, 2026 (SCI-Expanded, Scopus)

2. A Comparative Analysis of the Applicability of New Generation Metaheuristic Algorithms to Engineering Optimization Problems

ELMAS Y., ARSLAN S., YALÇIN E., AYDEMİR S. B.

Sakarya University Journal of Computer and Information Sciences , cilt.9, sa.3, ss.674-689, 2026 (Scopus, TRDizin)

3. Enhancing User-Based Collaborative Filtering by Similarity Computation Incorporating Popularity Tendencies

Yalçın E.

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.15, sa.1, ss.1-12, 2026 (TRDizin)

4. SUPER: Smart User-Centric Popularity Exposure Reduction for Fair and Diverse Recommendations

Yavru I. B., YALÇIN E., BİLGE A., Gunduz S. Y.

IEEE Access , cilt.14, ss.37582-37605, 2026 (SCI-Expanded, Scopus)

5. Dynamic feedback loops in recommender systems: Analyzing fairness, popularity bias, and user group disparities

Zoralioglu Y., YALÇIN E.

Journal of Intelligent Information Systems , 2026 (SCI-Expanded, Scopus)

6. Regression and Correlation-Based Modeling of Nonlinear Optical Response in Quantum Wells

Sayraç M., Yalçın E.

CUMHURIYET SCIENCE JOURNAL , cilt.46, sa.4, ss.937-948, 2025 (TRDizin)

7. Gender-aware fairness in iterative recommender systems: A simulation study on popularity bias

Zoralioğlu Y., Yalçın E.

Nigde Omer Halisdemir University Journal of Engineering Sciences , cilt.14, sa.4, ss.1199-1210, 2025 (TRDizin)

8. DUoR: Dynamic User-oriented re-Ranking calibration strategy for popularity bias treatment of recommendation algorithms

Gulsoy M., Yalçın E., Tacli Y., Bilge A.

International Journal of Human Computer Studies , cilt.203, 2025 (SCI-Expanded)

9. CALIBRATED POPULARITY RE-RANKING WITH ALTERNATIVE DIVERGENCE MEASURES FOR POPULARITY BIAS MITIGATION

Yalçın E.

Eskişehir Technical University Journal of Science and and Technology A- Applied Sciences and Engineering , cilt.26, sa.3, ss.260-278, 2025 (Hakemli Dergi)

10. EquiRate: balanced rating injection approach for popularity bias mitigation in recommender systems

Gulsoy M., Yalçın E., Bilge A.

PEERJ COMPUTER SCIENCE , cilt.11, ss.3055, 2025 (SCI-Expanded, Scopus)

11. Digitalization for enhancing reading habits: the improved hybrid book recommendation system with genre-oriented profiles

Dogan O., YALÇIN E., Areta Hiziroglu O.

Library Management , cilt.45, sa.8-9, ss.489-505, 2024 (ESCI)

12. Empowered chaotic local search-based differential evolution algorithm with entropy-based hybrid objective function for brain tumor segmentation

Aydemir S. B., Kutlu Onay F., YALÇIN E.

Biomedical Signal Processing and Control , cilt.96, 2024 (SCI-Expanded, Scopus)

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

YALÇIN E., BİLGE A.

Journal of Supercomputing , cilt.80, sa.13, ss.19433-19461, 2024 (SCI-Expanded)

14. A Novel Pre-Processing Technique to Combat Popularity Bias in Personality-Aware Recommender Systems

Waris M., Fakhar M. Z., Gulsoy M., Yalçın E., Bilge A.

IEEE Access , cilt.12, ss.183230-183251, 2024 (SCI-Expanded, Scopus)

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

Kaya T. T., YALÇIN E., Kaleli C.

Computational Intelligence , cilt.39, sa.3, ss.499-528, 2023 (SCI-Expanded, Scopus)

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

Yalçın E., Bilge A.

Concurrency and Computation: Practice and Experience , cilt.35, sa.9, 2023 (SCI-Expanded)

17. A survey of smart home energy conservation techniques

Fakhar M. Z., Yalçın E., Bilge A.

EXPERT SYSTEMS WITH APPLICATIONS , cilt.213, 2023 (SCI-Expanded)

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

Gulsoy M., YALÇIN E., BİLGE A.

PeerJ Computer Science , cilt.9, 2023 (SCI-Expanded)

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

Yalçın E., Bilge A.

INFORMATION PROCESSING & MANAGEMENT , cilt.59, sa.6, 2022 (SCI-Expanded)

20. Exploring potential biases towards blockbuster items in ranking-based recommendations

Yalçın E.

DATA MINING AND KNOWLEDGE DISCOVERY , cilt.36, sa.6, ss.2033-2073, 2022 (SCI-Expanded)

21. Treating adverse effects of blockbuster bias on beyond-accuracy quality of personalized recommendations

Yalçın E., Bilge A.

ENGINEERING SCIENCE AND TECHNOLOGY-AN INTERNATIONAL JOURNAL-JESTECH , cilt.33, 2022 (SCI-Expanded)

22. Effects of neighborhood-based collaborative filtering parameters on their blockbuster bias performances

Yalcin E.

Sakarya University Journal of Computer and Information Sciences (Online) , cilt.5, sa.2, ss.157-168, 2022 (TRDizin)

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

Fakhar M. Z., Yalçın E., Bilge A.

IEEE ACCESS , cilt.10, ss.52178-52195, 2022 (SCI-Expanded, Scopus)

24. Investigating and counteracting popularity bias in group recommendations

Yalçın E., Bilge A.

INFORMATION PROCESSING & MANAGEMENT , cilt.58, sa.5, 2021 (SCI-Expanded)

25. Novel automatic group identification approaches for group recommendation

Yalcin E., Bilge A.

Expert Systems with Applications , cilt.174, 2021 (SCI-Expanded)

26. İşbirlikçi Filtreleme Algoritmalarının Çok-Beğenilen Ürünlere Yönelik Yanlılığı

Yalçın E.

Bilecik Şeyh Edebali Üniversitesi Fen Bilimleri Dergisi , cilt.8, sa.1, ss.279-291, 2021 (Hakemli Dergi)

27. An entropy empowered hybridized aggregation technique for group recommender systems

Yalçın E., İsmailoğlu F., Bilge A.

Expert Systems with Applications , cilt.166, 2021 (SCI-Expanded)

28. A PERSONALITY-BASED AGGREGATION TECHNIQUE FOR GROUP RECOMMENDATION

Yalçın E., Bilge A.

Eskişehir Technical University Journal of Science and Technology A - Applied Sciences and Engineering , cilt.21, sa.4, ss.486-498, 2020 (Hakemli Dergi)