Doç. Dr. METİN BİLGİN

Yayın Ağı

Makaleler 31

1. Aspect-Based Sentiment Analysis for Turkish Reviews Using Token and Sequential Classification Methods

Bilgin M., Turan M.

INTERNATIONAL JOURNAL OF COMPUTER AND INFORMATION TECHNOLOGY , cilt.14, sa.3, ss.90-99, 2025 (Hakemli Dergi)

2. DPATransLLM: Detection of Pronominal Anaphora in Turkish Sentences Using Transformer-based, Large Language Models and Hybrid Ensemble Approach

Bilgin M., Demir E.

APPLIED SCIENCES , cilt.15, sa.23, ss.1-17, 2025 (SCI-Expanded, Scopus)

3. Irony and Sarcasm Detection in Turkish Texts: A Comparative Study of Transformer-Based Models and Ensemble Learning

Bilgin M., Eser M.

APPLIED SCIENCES , cilt.15, sa.23, ss.1-25, 2025 (SCI-Expanded, Scopus)

4. Estimation of the dominant process parameters on coating thickness in a continuous galvanizing line with computational fluid dynamics and machine learning approaches

Bilgin M., Turan O., Şimşir C.

INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING , cilt.126, sa.24, ss.1-23, 2025 (SCI-Expanded, Scopus)

5. Enhancing the Analysis of Rheological Behavior in Clinker-Aided Cementitious Systems Through Large Language Model-Based Synthetic Data Generation

Eser M., Kaya Y., Mardani A., Bilgin M., Bozdemir M.

MATERIALS , cilt.18, sa.15, ss.1-20, 2025 (SCI-Expanded, Scopus)

6. Evaluation of the Effect of Using Different Types of Clinker Grinding Aids on Grinding Performance by Numerical Analysis.

Kaya Y., Kobya V., Eser M., Mardani N., Bilgin M., Mardani A.

Materials (Basel, Switzerland) , cilt.18, sa.12, 2025 (SCI-Expanded, Scopus)

7. Feature weighting concatenated multi-head self-attention for amputee EMG classification

BİLGİN M., Mert A.

Biomedical Signal Processing and Control , cilt.103, 2025 (SCI-Expanded, Scopus)

8. A Case Study on Training Methods for VR user adaptation: Approaches, Implementation, and Evaluation

Bilgin M., Kocaeli K., Erdin B.

Academic Journal of Information Technology , cilt.16, sa.2, ss.88-104, 2025 (TRDizin)

9. Turkish Cyberbullying Detection with Fine-Tuned PreTrained Language Models

Bilgin M., Bekar B. N.

Journal of Information Technologies , cilt.18, sa.2, ss.115-127, 2025 (TRDizin)

10. Using pretrained models in ensemble learning for date fruits multiclass classification

ESER M., BİLGİN M., Yasin E. T., Koklu M.

Journal of Food Science , cilt.90, sa.3, 2025 (SCI-Expanded, Scopus)

11. Gated transformer network based EEG emotion recognition

BİLGİN M., Mert A.

SIGNAL IMAGE AND VIDEO PROCESSING , cilt.18, sa.10, ss.6903-6910, 2024 (SCI-Expanded, Scopus)

12. Research on modeling the thixotropic properties of cementitious systems using regression methods in machine learning

Sahin H. G., BİRİCİK ALTUN Ö., ESER M., MARDANİ A., BİLGİN M.

CONSTRUCTION AND BUILDING MATERIALS , cilt.411, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

13. A Novel Syntactic-Based Approach to Calculate Similarities Among Languages

Bilgin M.

Süleyman Demirel Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.27, sa.1, ss.1-10, 2023 (TRDizin)

14. Generation of Python syntax of Turkish verbal expressions with Deep Learning Approaches

Bilgin M., Bozdemir M.

Selcuk University Journal of Engineering Sciences , cilt.21, sa.3, ss.105-110, 2022 (Hakemli Dergi)

15. Compatibility Themed Solution of the Vehicle Routing Problem on the Heterogeneous Fleet

BİLGİN M., Bulut N.

International Arab Journal of Information Technology , cilt.19, sa.5, ss.774-784, 2022 (SCI-Expanded, Scopus)

16. Research on Behavior of Two New Random Entity Mobility Models in 3-D Space

BİLGİN M., ESER M.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.47, sa.2, ss.1159-1171, 2022 (SCI-Expanded)

17. A new statistics-based approach to improve Word2Vec's sentiment classification success

Bilgin M.

Selcuk University Journal of Engineering Sciences , cilt.20, sa.3, ss.63-72, 2021 (Hakemli Dergi)

18. A New Approach to Automatically Find and Fix Erroneous Labels in Dependency Parsing Treebanks

BİLGİN M.

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , cilt.18, sa.3, ss.356-364, 2021 (SCI-Expanded, Scopus)

19. CLASSIFICATION OF TURKISH TWEETS BY DOCUMENT VECTORS AND INVESTIGATION OF THE EFFECTS OF PARAMETER CHANGES ON CLASSIFICATION SUCCESS

BİLGİN M.

SIGMA JOURNAL OF ENGINEERING AND NATURAL SCIENCES-SIGMA MUHENDISLIK VE FEN BILIMLERI DERGISI , cilt.38, sa.3, ss.1581-1592, 2020 (ESCI) Sürdürülebilir Kalkınma

20. Mobil Kitle Algılamada Mesaj Gecikme Zamanı Üzerine Bir Araştırma

BİLGİN M.

Dokuz Eylül Üniversitesi Muhendislik Fakultesi Fen ve Muhendislik , cilt.22, sa.65, ss.393-400, 2020 (TRDizin)

21. Novel random models of entity mobility models and performance analysis of random entity mobility models

BİLGİN M.

TURKISH JOURNAL OF ELECTRICAL ENGINEERING AND COMPUTER SCIENCES , cilt.28, sa.2, ss.708-726, 2020 (SCI-Expanded, Scopus, TRDizin)

22. Danışmanlı ve yarı danışmanlı öğrenme kullanarak doküman vektörleri tabanlı tweetlerin duygu analizi

BİLGİN M., ŞENTÜRK İ. F.

Journal of Balıkesir University Institute of Science and Technology , cilt.21, sa.2, ss.822-839, 2019 (TRDizin)

23. Sentiment Analysis with Term Weighting and Word Vectors

BİLGİN M., Koktas H.

INTERNATIONAL ARAB JOURNAL OF INFORMATION TECHNOLOGY , cilt.16, sa.5, ss.953-959, 2019 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

24. Autonomous Photovoltaic Solar Cell Using Tracking System and Implementation

BİLGİN M., Çelebi K.

International Journal of Electronics Mechanical and Mechatronics Engineering , cilt.9, sa.2, ss.1669-1676, 2019 (Hakemli Dergi) Sürdürülebilir Kalkınma

25. Kelime Vektörü Yöntemlerinin Model Oluşturma Sürelerinin Karşılaştırılması

BİLGİN M.

Bilişim Teknolojileri Dergisi , cilt.12, sa.2, ss.141-146, 2019 (TRDizin)

26. Türkçe Metinlerin Sınıflandırma Başarısını Artırmak için Yeni Bir Yöntem Önerisi

BİLGİN M.

Uludağ University Journal of The Faculty of Engineering , cilt.24, sa.1, ss.125-136, 2019 (TRDizin)

27. A Study on Named Entity Recognition with OpenNLP at English Texts

BİLGİN M.

Journal of Applied Intelligent System , cilt.4, sa.1, ss.1-8, 2019 (Hakemli Dergi)

28. Identification Vehicle Design and Transition of Traffic Signs with Image Processing Method

BİLGİN M., ZEYBEK Z.

International Journal of Electronics, Mechanical and Mechatronics Engineering , cilt.8, sa.2, ss.1555-1569, 2018 (Hakemli Dergi)

29. Dependency parsing with stacked conditional random fields for Turkish Türkçe için ardişik şartli rastgele alanlarla baǧlilik ayriştirma

Bilgin M., AMASYALI M. F.

Journal of the Faculty of Engineering and Architecture of Gazi University , cilt.32, sa.2, ss.385-392, 2017 (SCI-Expanded, Scopus, TRDizin)

30. Semantic Role Labeling with Relative Clauses

BİLGİN M., AMASYALI M. F.

International Journal of Electronics, Mechanical and Mechatronics Engineering , cilt.6, sa.2, ss.1165-1175, 2016 (Hakemli Dergi)

31. Web based secure e-voting system with fingerprint authentication

Altun A. A., Bilgin M.

Scientific Research and Essays , cilt.6, sa.12, ss.2494-2500, 2011 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 23

1. Comparative Analysis of BERTurk and Gemma Models for Turkish Text Classification by LoRA Fine-Tuning

Bilgin M., Çiftçioğlu T. Y.

International Conference on Computer Science and Engineering (UBMK 2025), İstanbul, Türkiye, 17 - 19 Eylül 2025, ss.1-6, (Tam Metin Bildiri)

2. Performance Analysis of Large Language Models on Turkish Question-Answer Texts

Bilgin M., Demir E., Bozdemir M.

15th National Conference on Electrical and Electronics Engineering (ELECO), Bursa, Türkiye, 25 Kasım 2024, ss.1-6, (Tam Metin Bildiri)

3. Design and Implementation of a Management System for Wireless Electronic Combination Locks

Bilgin M., Kol B.

9th International Conference on Computer Science and Engineering (UBMK), Antalya, Türkiye, 26 Ekim 2024, ss.596-601, (Tam Metin Bildiri)

4. Encrypted Messaging Application Combining Advanced Encryption Standard and Rivest, Shamir, Adleman Algorithms

Bilgin M., Arık M., Memiş M. K.

8th International Conference on Engineering Technology and Innovation, Sarajevo, Bosna-Hersek, 2 - 06 Ekim 2024, ss.1-6, (Tam Metin Bildiri)

5. Aspect-Based Sentiment Analysis in Turkish Texts with Pre-Trained Models

Bilgin M., Turan M.

7th International Conference on Computational Mathematics and Engineering Sciences, Elazığ, Türkiye, 20 - 21 Mayıs 2023, ss.1-6, (Tam Metin Bildiri)

6. Sentiment Analysis from Turkish News Texts with BERT-Based Language Models and Machine Learning Algorithms

Bilgin M., Demir E.

8th International Conference on Computer Science and Engineering, Burdur, Türkiye, 13 - 15 Eylül 2023, ss.147-150, (Tam Metin Bildiri)

7. Text Classification With Zero Shot Learning in Turkish Text

Bilgin M., Bozdemir M.

5th International Conference on Natural and Applied Science and Engineering, Nevşehir, Türkiye, 26 - 28 Mayıs 2023, ss.1-6, (Tam Metin Bildiri)

8. Türkçe Sözel İfadelerden Python Dilindeki Söz Dizimsel İfadenin Otomatik Üretilmesi

BİLGİN M., Bozdemir M.

International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Azerbaycan, 20 Mayıs 2022, ss.57, (Özet Bildiri)

9. Detecting Transparency of Glasses with Capsule Networks Based on Deep Learning

Mutludoğan K., BİLGİN M.

6 th International Conference on Computer Science and Engineering, Ankara, Türkiye, 17 - 19 Eylül 2021, (Tam Metin Bildiri)

10. A New Approach Based on Simulation of Annealing to Solution of Heterogeneous Fleet Vehicle Routing Problem

BİLGİN M., Bulut N.

International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Antalya, Türkiye, 9 - 11 Ekim 2020, ss.409-417, (Tam Metin Bildiri)

11. American Sign Language Character Recognition with Capsule Networks

BİLGİN M., Mutludoğan K.

2019 3rd International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Ankara, Turkey, Türkiye, 11 - 13 Ekim 2019, (Tam Metin Bildiri)