Doç. Dr. SELİM BUYRUKOĞLU

Yayın Ağı

Makaleler 34

1. A Performance Analysis of YOLOv8 and YOLOv10 on PCB Surface Defects

TEKE M., ETEM T., BUYRUKOĞLU S.

Iğdır Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.16, 2026 (TRDizin)

2. Lightweight Machine Learning and Statistical Models for Robust Fault Detection in IIoT-Driven Oil and Gas Operations

Ali A. N., Buyrukoglu S.

CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE , cilt.38, sa.10, 2026 (SCI-Expanded, Scopus)

3. Hybrid approach for traffic flow detection using metaheuristics optimization and machine learning algorithms

Etem T., Baker M. R., Buyrukoglu S.

JOURNAL OF THE CHINESE INSTITUTE OF ENGINEERS , 2025 (SCI-Expanded, Scopus)

4. PSO Based TCN Hybrid Optimization for Turbulent Heat Transfer Prediction of Multiple Synthetic Jets in Crossflow

Akcay S., Buyrukoglu S., Akdag U., Gungor B.

IRANIAN JOURNAL OF SCIENCE AND TECHNOLOGY-TRANSACTIONS OF MECHANICAL ENGINEERING , cilt.49, sa.6, ss.2739-2763, 2025 (SCI-Expanded, Scopus)

5. Efficacy of machine learning models for the prediction of death occurrence and counts associated with foodborne illnesses and hospitalizations in the United States

Baker M. R., Buyrukoglu S., Buyrukoglu G., Moreira J., Topalcengiz Z.

MICROBIAL RISK ANALYSIS , cilt.30, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

6. Enhanced Fetal Plane Classification in Ultrasound Imaging via Prototypical Networks and Few-Shot Learning

Abdillahi M. A., Baker M. R., Dogru A., Buyrukoglu S.

JOURNAL OF IMAGING INFORMATICS IN MEDICINE , 2025 (SCI-Expanded, Scopus)

7. Student adaptivity classification in online education through stacked ensemble learning

Sharif M., BUYRUKOĞLU S., AKBAŞ A.

MULTIMEDIA TOOLS AND APPLICATIONS , cilt.84, ss.31119-31138, 2025 (Scopus)

8. Evaluating Machine Learning Performance and Consumer Sentiments on E-Commerce Platforms: A Comprehensive Twitter Analysis of Amazon

Mirdan A. S., Baker M. R., BUYRUKOĞLU S.

INGENIERIE DES SYSTEMES D'INFORMATION , cilt.30, ss.505-516, 2025 (Scopus)

9. Advanced deep learning techniques for sentiment analysis: combining Bi-LSTM, CNN, and attention layers

Mirdan A. S., BUYRUKOĞLU S., Baker M. R.

International Journal of Advances in Intelligent Informatics , cilt.11, sa.1, ss.55-71, 2025 (Scopus)

10. Evaluating machine learning and statistical learning techniques for cancer classification and diagnosis

Alwazy A. S. H., BUYRUKOĞLU G., BUYRUKOĞLU S., Baker M. R.

Iran Journal of Computer Science , cilt.8, ss.471-490, 2025 (Scopus)

11. Numerical study and prediction of thermohydraulic performance in crossflow over hybrid tube bundles

Akcay S., Buyrukoglu S.

SADHANA-ACADEMY PROCEEDINGS IN ENGINEERING SCIENCES , cilt.49, sa.4, 2024 (SCI-Expanded, Scopus)

12. Stacking Ensemble Learning-Based Wireless Sensor Network Deployment Parameter Estimation

AKBAŞ A., Buyrukoglu S.

Arabian Journal for Science and Engineering , cilt.48, sa.8, ss.9739-9748, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

13. Deep Belief Network Based Wireless Sensor Network Connectivity Analysis

AKBAŞ A., BUYRUKOĞLU S.

Balkan Journal of Electrical and Computer Engineering , cilt.11, sa.3, ss.262-266, 2023 (TRDizin)

14. A novel color labeled student modeling approach using e-learning activities for data mining

Buyrukoglu S.

UNIVERSAL ACCESS IN THE INFORMATION SOCIETY , cilt.22, sa.2, ss.569-579, 2023 (SCI-Expanded, SSCI, Scopus) Sürdürülebilir Kalkınma

15. Convolutional neural network for pothole detection in different road and weather conditions

Gazawy Q., BUYRUKOĞLU S., YILMAZ Y.

Journal of Computer & Electrical and Electronics Engineering Sciences , cilt.1, sa.1, ss.1-4, 2023 (Hakemli Dergi)

16. A hybrid super ensemble learning model for the early-stage prediction of diabetes risk

Dogru A., Buyrukoglu S., Ari M.

MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING , cilt.61, sa.3, ss.785-797, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

17. Stacked Heterogeneous Ensemble Learning Model in Mixed Convection Heat Transfer from a Vertically Oscillating Flat Plate

AKÇAY S., BUYRUKOĞLU S., AKDAĞ Ü.

Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi (Online) , cilt.6, sa.1, ss.635-654, 2023 (TRDizin)

18. Stacked-Based Ensemble Machine Learning Model for Positioning Footballer

Buyrukoglu S., Savas S.

ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING , cilt.48, sa.2, ss.1371-1383, 2023 (SCI-Expanded, Scopus)

19. Novel Machine Learning (ML) Algorithms to Classify IPv6 Network Traffic in Resource-Limited Systems

YILMAZ Y., BUYRUKOĞLU S., ALIM M.

Computer Science , cilt.2022, sa.1, ss.219-224, 2022 (Hakemli Dergi)

20. A Comparison of Ensemble and Base Learner Algorithms for the Prediction of Machining Induced Residual Stresses in the Turning of Aerospace Materials

BUYRUKOĞLU S., KESRİKLİOĞLU S.

Bitlis Eren Üniversitesi Fen Bilimleri Dergisi , cilt.11, sa.3, ss.861-879, 2022 (TRDizin)

21. Efficiency of Ensemble Learning Algorithms for Trend Analysis in Electricity Consumption in Turkey during Covid-19 Pandemic

BUYRUKOĞLU S., AKBAŞ A.

Inspiring Technologies and Innovations , cilt.1, sa.1, ss.9-15, 2022 (Hakemli Dergi)

22. Development and evaluation of ensemble learning models for detection of DDOS attacks in IoT

YILMAZ Y., BUYRUKOĞLU S.

Hittite Journal of Science and Engineering , cilt.9, sa.2, ss.73-82, 2022 (TRDizin)

23. **Correlation value determined to increase Salmonella prediction success of deep neural network for agricultural waters**

Buyrukoglu S., YILMAZ Y., Topalcengiz Z.

ENVIRONMENTAL MONITORING AND ASSESSMENT , cilt.194, sa.5, 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

24. Machine Learning based Early Prediction of Type 2 Diabetes: A New Hybrid Feature Selection Approach using Correlation Matrix with Heatmap and SFS

BUYRUKOĞLU S., AKBAŞ A.

Balkan Journal of Electrical and Computer Engineering , cilt.10, sa.2, ss.110-117, 2022 (TRDizin)

25. Comparing Regression Models with Count Data to Artificial Neural Network and Ensemble Models for Prediction of Generic Escherichia coli Population in Agricultural Ponds Based on Weather Station Measurements

Buyrukoglu G., Buyrukoglu S., Topalcengiz Z.

MICROBIAL RISK ANALYSIS , cilt.19, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

26. Covid-19 Impact on Students’ Performances in Computer Programming Module Based on Formative Assessment

BUYRUKOĞLU S., YILMAZ Y., BUYRUKOĞLU G.

World Journal of Multidisciplinary Research , cilt.4, sa.1, ss.87-94, 2021 (Hakemli Dergi)

27. An Approach for Airfare Prices Analysis with Penalized Regression Methods

BUYRUKOĞLU S., YILMAZ Y.

Veri Bilimi Dergisi , cilt.4, sa.2, ss.57-61, 2021 (Hakemli Dergi)

28. **New hybrid data mining model for prediction of Salmonella presence in agricultural waters based on ensemble feature selection and machine learning algorithms**

Buyrukoglu S.

JOURNAL OF FOOD SAFETY , cilt.41, sa.4, 2021 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

29. Hybrid Machine Learning Model Coupled with School Closure For Forecasting COVID-19 Cases in the Most Affected Countries

YILMAZ Y., BUYRUKOĞLU S.

Hittite Journal of Science and Engineering , cilt.8, sa.2, ss.123-131, 2021 (TRDizin)

30. Early Detection of Alzheimer’s Disease Using Data Mining: Comparision of Ensemble Feature Selection Approaches

BUYRUKOĞLU S.

SELCUK UNIVERSITY JOURNAL OF ENGINEERING, SCIENCE AND TECHNOLOGY , 2021 (TRDizin)

31. A Novel Semi-Automated Chatbot Model: Providing Consistent Response of Students’ Email in Higher Education based on Case-Based Reasoning and Latent Semantic Analysis

BUYRUKOĞLU S., YILMAZ Y.

International Journal of Multidisciplinary Studies and Innovative Technologies , cilt.5, sa.1, ss.6-12, 2021 (Hakemli Dergi)

32. Prediction of real estate prices with data mining algorithms

UZUT Ö. G., BUYRUKOĞLU S.

Euroasia Journal of Mathematics Engineering Natural and Medical Sciences , cilt.7, sa.9, ss.70-76, 2020 (Hakemli Dergi)

33. Hyperparameter optimization of data mining algorithms on car evaluation dataset

UZUT Ö. G., BUYRUKOĞLU S.

Euroasia Journal of Mathematics Engineering Natural and Medical Sciences , cilt.7, sa.9, ss.77-84, 2020 (Hakemli Dergi)

34. Improving marking efficiency for longer programming solutions based on a semi-automated assessment approach

Buyrukoglu S., Batmaz F., Lock R.

COMPUTER APPLICATIONS IN ENGINEERING EDUCATION , cilt.27, sa.3, ss.733-743, 2019 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 15

1. STREAMLINING AI INTEGRATION IN MOBILE GAME DEVELOPMENT: REACT-BASED FRAMEWORK OF REAL-TIME EVALUATION

Doğru A., BUYRUKOĞLU S.

7. BİLSEL INTERNATIONAL AHLAT SCIENTIFIC RESEARCHES CONGRESS, Bitlis, Türkiye, 4 - 05 Ekim 2025, ss.558-566, (Tam Metin Bildiri)

2. The Role of Hyperparameter Tuning in Phishing Website Classification: A Comparative Analysis

Baker M. R., ETEM T., Jihad K., BUYRUKOĞLU S.

Hybrid Intelligent Systems: 23rd International Conference on Hybrid Intelligent Systems (HIS 2023), Porto, Portekiz, 15 Temmuz 2025, ss.68-77, (Tam Metin Bildiri)

3. NBA 2K20 Player Rating Predictions Using Machine Learning and Ensemble Learning Approaches

BUYRUKOĞLU S., Baker M. R., Jihad K., ETEM T., BUYRUKOĞLU G.

International Conference on Innovations in Bio-Inspired Computing and Applications, Kochi, Hindistan, 4 - 06 Haziran 2025, ss.144-153, (Tam Metin Bildiri)

4. Robust Stacked Ensemble Model for Lung Cancer Diagnosis

AKBAŞ A., BUYRUKOĞLU G., BUYRUKOĞLU S.

9th International Conference on Computer Science and Engineering (UBMK 2024), Antalya, Türkiye, 26 - 28 Ekim 2024, ss.437-440, (Tam Metin Bildiri)

5. Deep Learning for Enhanced Education Quality: Assessing Student Engagement and Emotional States

Gazawy Q., BUYRUKOĞLU S., AKBAŞ A.

Innovations in Intelligent Systems and Applications Conference (ASYU) 2023, Sivas, Türkiye, 11 - 13 Ekim 2023, ss.1-8, (Tam Metin Bildiri)

6. Classification of Academic Performance of Students with the Implementation of Machine Learning Algorithms

Kayalı S., BUYRUKOĞLU S.

2nd International Conference on Educational Technology and Online Learning – ICETOL 2022, Ören, Türkiye, 23 - 26 Haziran 2022, (Tam Metin Bildiri)

7. A COMPARATIVE STUDY OF BAGGING AND BOOSTING ENSEMBLE LEARNING ALGORITHMS FOR PREDICTION OF DIABETES MELLITUS

Doğru A., BUYRUKOĞLU S., ARI M.

INTERNATIONAL CONFERENCE ON ENGINEERING, NATURAL AND APPLIED SCIENCE 2021 (ICENAS’21), Türkiye, 24 - 26 Kasım 2021, ss.85-93, (Tam Metin Bildiri)

8. Promising Cryptocurrency Analysis using Deep Learning

BUYRUKOĞLU S.

2021 5th International Symposium on Multidisciplinary Studies and Innovative Technologies (ISMSIT), Türkiye, 21 - 23 Ekim 2021, (Tam Metin Bildiri)

9. Improvement of Machine Learning Models' Performances based on Ensemble Learning for the detection of Alzheimer Disease

BUYRUKOĞLU S.

6th International Conference on Computer Science and Engineering (UBMK), Ankara, Türkiye, 15 - 17 Eylül 2021, (Tam Metin Bildiri)

10. Investigation of the Effects of Education Methods in High School Entrance Exam (LGS) and Comparison of Machine Learning Models in the Prediction of the Students’ Success

Şenligil M., Erdoğan S., BUYRUKOĞLU S.

1st International Conference on Educational Technology and Online Learning – ICETOL 2021, Ayvalık, Türkiye, 22 - 24 Eylül 2021, (Özet Bildiri)

11. A COMPARATIVE STUDY OF COX PROPORTIONAL HAZARD MODEL AND RANDOM SURVIVAL FOREST: AN APPLICATION TO GERMAN BREAST CANCER STUDY GROUP 2

BUYRUKOĞLU G., BUYRUKOĞLU S.

XXI. Uluslararası Ekonometri Yöneylem Araştırması ve İstatistik Sempozyumu, Türkiye, 10 - 12 Eylül 2021, (Özet Bildiri)

12. An Approach for Airfare Prices Analysis with Penalized Regression Methods

BUYRUKOĞLU S., YILMAZ Y.

4th International Conference on Data Science and Applications (ICONDATA’21), June 4-5, 2021, TURKEY, Türkiye, 4 - 06 Haziran 2021, (Özet Bildiri)

13. A New Marking Technique in Semi-Automated Assessment

Buyrukoglu S., Batmaz F., Lock R.

12th International Conference on Computer Science and Education (ICCSE), Texas, Amerika Birleşik Devletleri, 22 - 25 Ağustos 2017, ss.545-550, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

14. Semi-Automatic Assessment Approach to Programming Code for Novice Students

Buyrukoglu S., Batmaz F., Lock R.

8th International Conference on Computer Supported Education (CSEDU), Rome, İtalya, 21 - 23 Nisan 2016, ss.289-297, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

15. Increasing the Similarity of Programming Code Structures to Accelerate the Marking Process in a New Semi-Automated Assessment Approach

Buyrukoglu S., Batmaz F., Lock R.

11th International Conference on Computer Science & Education (ICCSE), Nagoya, Japonya, 23 - 25 Ağustos 2016, ss.371-376, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

Kitaplar 10

Metrikler

Yayın

Yayın (WoS)

Yayın (Scopus)

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179

H-İndeks (WoS)

Atıf (Scopus)

323

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BM Sürdürülebilir Kalkınma Amaçları

SDG 12: AMAÇ 12: SORUMLU ÜRETİM VE TÜKETİM

Yayınlar & Eserler

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Yayın (WoS)

Yayın (Scopus)

Atıf (WoS)

H-İndeks (WoS)

Atıf (Scopus)

H-İndeks (Scopus)

Atıf (TrDizin)

H-İndeks (TrDizin)

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