Doç. Dr. Murat İNCE

Yayın Ağı

Makaleler 32

1. Use of Machine Learning Algorithms to Predict Almen (Shot Peening) Intensity Values of Various Steel Materials

İNCE M., VAROL ÖZKAVAK H.

Applied Sciences (Switzerland) , cilt.15, sa.14, 2025 (SCI-Expanded, Scopus)

2. PREDICTION OF HARDNESS VALUES OF AGED SELECTIVE LASER MELTED AlSi10Mg ALLOY DATA WITH MACHINE LEARNING METHODS

İNCE M., VAROL ÖZKAVAK H.

International Journal of 3D Printing Technologies and Digital Industry , cilt.9, sa.1, ss.53-62, 2025 (TRDizin)

3. Prediction and optimisation of electricity market clearing price in Turkey by using machine learning methods

İNCE M., KABUL A., Aksoy M.

International Journal of Oil, Gas and Coal Technology , cilt.37, sa.4, ss.438-466, 2025 (SCI-Expanded, Scopus)

4. Predicting world electricity generation by sources using different machine learning algorithms

Özdemir M. H., Aylak B. L., İNCE M., ORAL O.

International Journal of Oil, Gas and Coal Technology , cilt.35, sa.1, ss.98-115, 2024 (SCI-Expanded, Scopus)

5. Evaluation of Tree Diameter and Height Measurements in UAV Data through the Integration of Remote Sensing and Machine Learning Methods

DURGUN H., YILMAZ İNCE E., İNCE M., ÇOBAN H. O., EKER M.

Gazi Mühendislik Bilimleri Dergisi , cilt.9, sa.4, ss.113-125, 2023 (TRDizin)

6. Teachers Opinions on Digitalization in Education

Çetin V., YILMAZ İNCE E., İNCE M.

Pen Academic Publishing , cilt.7, sa.4, ss.184-190, 2023 (Hakemli Dergi)

7. High School Students Perspectives about Using Digital Technologies in Education: DigiSchools Project

Ermez F., Çetin V., YILMAZ İNCE E., İNCE M.

Pen Academic Publishing , cilt.7, sa.4, ss.173-183, 2023 (Hakemli Dergi)

8. Prediction of Mechanical Properties of the 2024 Aluminum Alloy by Using Machine Learning Methods

VAROL ÖZKAVAK H., İNCE M., Bıçaklı E. E.

Arabian Journal for Science and Engineering , cilt.48, sa.3, ss.2841-2850, 2023 (SCI-Expanded, Scopus)

9. Estimation of tree height with machine learning techniques in coppice-originated pure sessile oak (Quercus petraea (Matt.) Liebl.) stands

Sahin A., AYLAK ÖZDEMİR G., ORAL O., Aylak B. L., İNCE M., ÖZDEMİR E.

Scandinavian Journal of Forest Research , cilt.38, sa.1-2, ss.87-96, 2023 (SCI-Expanded, Scopus)

10. Dört Farklı Metasezgisel Algoritma Kullanılarak Rüzgâr Hızı Olasılık Dağılımı Parametrelerinin Tahmini

ORAL O., AYLAK B. L., ÖZDEMİR M. H., İNCE M.

El-Cezeri Journal of Science and Engineering , cilt.9, sa.4, ss.1342-1362, 2022 (Scopus)

11. Determination of electron trajectories within an energy analyzer using by a genetic algorithm method

Isik N., İNCE M.

Optik , cilt.260, 2022 (SCI-Expanded, Scopus)

12. Automatic and intelligent content visualization system based on deep learning and genetic algorithm

İNCE M.

Neural Computing and Applications , cilt.34, sa.3, ss.2473-2493, 2022 (SCI-Expanded, Scopus)

13. Automatic e-content sequencing system for personalised learning environments by using fuzzy AHP based on multiple intelligences

Yilmaz İnce E., İNCE M.

Journal of Information Science , cilt.47, sa.6, ss.821-837, 2021 (SCI-Expanded, SSCI, Scopus)

14. Üstverilerin Derin Öğrenme Algoritmaları Kullanılarak Otomatik Olarak Çıkartılması ve Sınıflanması

İNCE M.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , cilt.9, sa.6, ss.177-187, 2021 (TRDizin)

15. Prediction of Flexural Properties of Wood Material Reinforced with Various FRP Fabrics by Artificial Neural Networks

KILINÇARSLAN Ş., ŞİMŞEK TÜRKER Y., İNCE M.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , cilt.9, sa.6, ss.188-194, 2021 (TRDizin)

16. Application of machine learning methods for pallet loading problem

Aylak B. L., İNCE M., ORAL O., Süer G., Almasarwah N., Singh M., et al.

Applied Sciences (Switzerland) , cilt.11, sa.18, 2021 (SCI-Expanded, Scopus)

17. BiLSTM and dynamic fuzzy AHP-GA method for procedural game level generation

İNCE M.

Neural Computing and Applications , cilt.33, sa.15, ss.9761-9773, 2021 (SCI-Expanded, Scopus)

18. Prediction of Turkey’s Electricity Generation by Sources using Artificial Neural Network and Bidirectional Long Short - Term Memory

AYLAK B. L., ÖZDEMİR M. H., İNCE M., ORAL O.

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.9, sa.2, ss.425-435, 2021 (TRDizin)

19. Similarity metrics for retrieving 3D model information

AYLAK B. L., Denell T., Brünnhäußer J., İNCE M., ORAL O., Lindow K.

Product Data Journal , cilt.2, ss.36-41, 2021 (Hakemsiz Dergi)

20. LSTM Based Source Code Generation for Turkish Pseudo Code of Algorithm

İNCE M.

Düzce Üniversitesi Bilim ve Teknoloji Dergisi , cilt.9, sa.1, ss.104-113, 2021 (TRDizin)

21. Prediction of Heat-Treated Cedar Wood Swelling and Shrinkage Values with Artificial Neural Networks and Random Forest Algorithm

KILINÇARSLAN Ş., ŞİMŞEK TÜRKER Y., İNCE M.

Mühendislik Bilimleri ve Tasarım Dergisi , cilt.8, sa.5, ss.200-205, 2020 (TRDizin) Sürdürülebilir Kalkınma

22. Installed Solar Power Prediction for Turkey Using Artificial Neural Network and Bidirectional Long Short-Term Memory

ÖZDEMİR M. H., İNCE M., AYLAK B. L., ORAL O., TAŞ M. A.

Business and Management Studies: An International Journal , cilt.8, sa.5, ss.4047-4068, 2020 (TRDizin)

23. Temas Açısı Değerlerine Bağlı Ağaç Türlerinin Farklı Sınıflandırma Yöntemleri İle Tahmini

KILINÇARSLAN Ş., ŞİMŞEK TÜRKER Y., İNCE M.

Bartın Orman Fakültesi Dergisi , cilt.22, sa.3, ss.861-870, 2020 (TRDizin)

24. Optimization of Base Energy Resolution in Hemispherical Deflector Analyzer by using Genetic Algorithm

İNCE M., IŞIK N.

Celal Bayar Üniversitesi Fen Bilimleri Dergisi , cilt.16, sa.3, ss.345-349, 2020 (TRDizin)

25. A Novel Hybrid Fuzzy AHP-GA Method for Test Sheet Question Selection

İNCE M., YİĞİT T., Hakan Işik A.

International Journal of Information Technology and Decision Making , cilt.19, sa.2, ss.629-647, 2020 (SCI-Expanded, Scopus)

26. A hybrid AHP-GA method for metadata-based learning object evaluation

İNCE M., YİĞİT T., Işık A. H.

Neural Computing and Applications , cilt.31, ss.671-681, 2019 (SCI-Expanded, Scopus)

27. AHP-TOPSIS Method for Learning Object Metadata Evaluation

İNCE M., YİĞİT T., IŞIK A. H.

INTERNATIONAL JOURNAL OF INFORMATION AND EDUCATION TECHNOLOGY , cilt.7, sa.12, ss.884-887, 2017 (Hakemli Dergi)

28. Multi-criteria approach to learning object selection through fuzzy AHP

İNCE M., Işik A. H., YİĞİT T.

Journal of Multiple-Valued Logic and Soft Computing , cilt.27, sa.1, ss.47-62, 2016 (SCI-Expanded, Scopus)

29. A Fuzzy AHP Approach to Select Learning Management System

IŞIK A. H., İNCE M., YİĞİT T.

International Journal of Computer Theory and Engineering , cilt.7, sa.6, ss.499-502, 2015 (Hakemli Dergi)

30. Multi Criteria Decision Making System for Learning Object Repository

YİĞİT T., IŞIK A. H., İNCE M.

PROCEDIA SOCIAL AND BEHAVIOURAL SCIENCES , cilt.141, ss.813-816, 2014 (Hakemli Dergi)

31. A framework for web-based learning object repository in computer engineering education

YİĞİT T., İNCE M.

Anthropologist , cilt.17, sa.3, ss.883-893, 2014 (SCI-Expanded, SSCI, Scopus)

32. Web-based learning object selection software using analytical hierarchy process

YİĞİT T., Isik A. H., İNCE M.

IET Software , cilt.8, sa.4, ss.174-183, 2014 (SCI-Expanded, Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 14

1. Topic Modeling of Stakeholder Feedback Forms with Natural Language Processing

YILMAZ İNCE E., İNCE M.

INTERNATIONAL SCIENTIFIC RESEARCH AND INNOVATION CONGRESS, Türkiye, 6 - 07 Haziran 2024, (Tam Metin Bildiri)

2. Summarizing Vocational Education Student Year-End Reports in Business with Natural Language Processing

YILMAZ İNCE E., İNCE M.

12. ULUSLARARASI GAP ZİRVESİ BİLİMSEL ARAŞTIRMALAR KONGRESİ, Türkiye, 29 - 31 Mayıs 2024, (Tam Metin Bildiri)

3. Evaluation of Tree Diameter and Height Measurements In Uav Data by Integrating Remote Sensing and Machine Learning Methods

DURGUN H., YILMAZ İNCE E., İNCE M., ÇOBAN H. O., EKER M.

International Conference on Artificial Intelligence and Applied Mathematics in Engineering 2023, Antalya, Türkiye, 3 - 05 Kasım 2023, cilt.1, ss.22, (Özet Bildiri)

4. Evaluation of Tree Diameter and Height Measurements In Uav Data by Integrating Remote Sensing and Machine Learning Methods

DURGUN H., YILMAZ İNCE E., İNCE M., ÇOBAN H. O., EKER M.

International Conference on Artificial Intelligence and Applied Mathematics in Engineering 2023 (ICAIAME 2023), Antalya, Türkiye, 3 - 05 Kasım 2023, cilt.1, ss.22, (Özet Bildiri)

5. Fake News Detection Regarding COVID-19 Tweets Using Machine Learning Approaches

Hussin M. H., Mahmud Y., Mohd Hanafiah N. I., Azma Nasruddin Z., Mohd Ariffin N. H., İNCE M., et al.

8th IEEE International Conference on Recent Advances and Innovations in Engineering, ICRAIE 2023, Kuala-Lumpur, Malezya, 2 - 03 Aralık 2023, (Tam Metin Bildiri)

6. Prediction of Heat-Treated Spruce Wood Surface Roughness with Artificial Neural Network and Random Forest Algorithm

KILINÇARSLAN Ş., ŞİMŞEK TÜRKER Y., İNCE M.

The International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2020), Antalya, Türkiye, 9 - 11 Ekim 2020, cilt.76, ss.439-445, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

7. Neural Network Prediction of the Effect of Nanoparticle on Properties of Concrete

KILINÇARSLAN Ş., DAVRAZ M., Ridha Faisal N., İNCE M.

The International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019), Antalya, Türkiye, 20 - 22 Nisan 2019, cilt.43, ss.666-675, (Tam Metin Bildiri)

8. Estimation of Foam Concrete Mixture Rate with Randomed Forest Algorithm

KILINÇARSLAN Ş., Erkan E. Y., İNCE M.

The International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019), Antalya, Türkiye, 20 - 22 Nisan 2019, cilt.43, ss.584-588, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

9. Doğal Sulardaki Bazı Metal İyonlarının Belirlenmesi İçin Makine Öğrenmesi Algoritmalarının Kullanımı

İNCE M.

International Conference on Computer Technologies and Applications in Food and Agriculture (ICCTAFA 2019)), Konya, Türkiye, 11 - 12 Temmuz 2019, ss.125-130, (Tam Metin Bildiri)

10. Test Sorularının Çok Kriterli Hibrit Karar Verme Metotları ile Değerlendirilmesi

İNCE M.

The International Conference on Artificial Intelligence and Applied Mathematics in Engineering (ICAIAME 2019), Antalya, Türkiye, 20 - 22 Nisan 2019, ss.89-100, (Tam Metin Bildiri)