Dr. Öğr. Üyesi BURAK KOLUKISA

Yayın Ağı

Makaleler 19

1. Uncertainty-aware stock selection and portfolio optimization with deep learning-based return prediction

Etcil M., KOLUKISA B., Gungor B. B.

ANNALS OF OPERATIONS RESEARCH , 2026 (SCI-Expanded, Scopus)

2. Evaluation of Adversarial Robustness in Deep Learning-Based Colorectal Histopathology Classification

Karataş T., Etcil M., Kolukısa B.

Erciyes Üniversitesi Fen Bilimleri Enstitüsü Dergisi , cilt.42, sa.3, ss.445-466, 2026 (Hakemli Dergi)

3. AN EXPLAINABLE MACHINE LEARNING APPROACH USING FUNDAMENTAL RATIOS FOR STOCK RETURN PREDICTION AND PORTFOLIO REBALANCING

Etcil M., Kolukısa B., Güngör B.

KSÜ Mühendislik Bilimleri Dergisi , cilt.29, sa.3, ss.1004-1019, 2026 (TRDizin)

4. Açıklanabilir makine öğrenimi yaklaşımı kullanılarak meme kanseriyle ilişkili BRCA1/2 varyantlarının patojenite değerlendirmesi

Kolukisa B.

JOURNAL OF THE FACULTY OF ENGINEERING AND ARCHITECTURE OF GAZI UNIVERSITY , cilt.41, sa.2, ss.1117-1128, 2026 (SCI-Expanded, Scopus, TRDizin)

5. An Attention-Based Autoencoder Model with Gated Recurrent Unit for Stock Price Movement Prediction

Akkaş H., Kolukisa B., Güngör B.

INTERNATIONAL JOURNAL OF COMPUTATIONAL INTELLIGENCE SYSTEMS , cilt.19, sa.1, ss.209, 2026 (SCI-Expanded, Scopus)

6. Investigating strain rate effects on damage mechanisms in hybrid laminated composites using acoustic emission

Gülşen A., Kolukısa B., Etcil M., Çalışkan U., Zafar H. M. N., Demirbaş M. D., et al.

APPLIED ACOUSTICS , cilt.240, 2025 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

7. Enhancing Diagnostic Quality in Panoramic Radiography: A Comparative Evaluation of GAN Models for Image Restoration

Kolukisa B., Çelebi F., Ersu N., Yücel K. S., Canger E. M.

CONCURRENCY COMPUTATION PRACTICE AND EXPERIENCE , cilt.37, ss.70289, 2025 (SCI-Expanded, Scopus)

8. Breast Cancer Detection Using a New Parallel Hybrid Logistic Regression Model Trained by Particle Swarm Optimization and Clonal Selection Algorithms

Etcil M., Dedeturk B. K., Kolukisa B., Bakir‐Gungor B., Gungor V. C.

CONCURRENCY COMPUTATION PRACTICE AND EXPERIENCE , cilt.37, sa.12-14, ss.70107, 2025 (SCI-Expanded, Scopus)

9. Defect classification of composite materials using transfer learning methods

Gulsen A., Kolukisa B., ÖZDEMİR A. T., Bakir-Gungor B., Gungor V. C.

NONDESTRUCTIVE TESTING AND EVALUATION , cilt.40, sa.9, ss.4338-4354, 2025 (SCI-Expanded, Scopus)

10. Ensemble Feature Selection for Clustering Damage Modes in Carbon Fiber-Reinforced Polymer Sandwich Composites Using Acoustic Emission

Gulsen A., Kolukisa B., ÇALIŞKAN U., Bakir-Gungor B., Gungor V. C.

ADVANCED ENGINEERING MATERIALS , cilt.26, sa.22, 2024 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

11. An efficient network intrusion detection approach based on logistic regression model and parallel artificial bee colony algorithm

Kolukisa B., DEDETÜRK B. K., Hacilar H., Gungor V. C.

COMPUTER STANDARDS & INTERFACES , cilt.89, 2024 (SCI-Expanded, Scopus)

12. CLUSTER-BASED CLONAL SELECTION ALGORITHM FOR VEHICLE ROUTING PROBLEMS WITH TIME WINDOWS

DEDETÜRK B. K., KOLUKISA B., ÖZMEN M.

Adıyaman Üniversitesi Mühendislik Bilimleri Dergisi , cilt.10, sa.21, ss.307-320, 2023 (TRDizin)

13. Privacy-Preserving Wireless Indoor Localization Systems

ADANUR DEDETÜRK B., KOLUKISA B., TONYALI S.

Kocaeli Journal of Science and Engineering , cilt.6, sa.2, ss.114-128, 2023 (TRDizin)

14. Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis

KOLUKISA B., Bakir-Gungor B.

COMPUTER STANDARDS & INTERFACES , cilt.84, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

15. A deep neural network approach with hyper-parameter optimization for vehicle type classification using 3-D magnetic sensor

Kolukisa B., Yildirim V. C., Ayyildiz C., Gungor V. C.

COMPUTER STANDARDS & INTERFACES , cilt.84, 2023 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

16. Deep learning approaches for vehicle type classification with 3-D magnetic sensor

KOLUKISA B., Yildirim V. C., Elmas B., Ayyildiz C., GÜNGÖR V. Ç.

COMPUTER NETWORKS , 2022 (SCI-Expanded, Scopus) Sürdürülebilir Kalkınma

17. Coronary Artery Disease Diagnosis Using Optimized Adaptive Ensemble Machine Learning Algorithm

KOLUKISA B., YAVUZ L., SORAN A., GÜNGÖR B., Tuncer D., ÖNEN A., et al.

International Journal of Bioscience, Biochemistry and Bioinformatics , cilt.10, 2020 (Hakemli Dergi)

18. Weighted Association Rules and Scoring Methodology for Cardiovascular Diseases

GÖY G., KOLUKISA B., GÜNGÖR B., Uğur İ., GÜNGÖR V. Ç.

International Journal of Bioscience, Biochemistry and Bioinformatics , cilt.9, sa.4, ss.222-230, 2019 (Hakemli Dergi)

19. Diagnosis of Coronary Heart Disease via Classification Algorithms and a New Feature Selection Methodology

KOLUKISA B., HACILAR H., GÖY G., Kuş M., GÜNGÖR B., ARAL A., et al.

INTERNATIONAL JOURNAL OF DATA ANALYSIS TECHNIQUES AND STRATEGIES , cilt.1, sa.1, ss.8-15, 2019 (Scopus)

Hakemli Bilimsel Toplantılarda Yayımlanmış Bildiriler 9

1. Explainable Machine Learning for Cross-Sectional Stock Return Prediction and Mean–Variance Portfolio Optimization

Etcil M., Akkas H., Kolukısa B., Bakir-Gungor B.

2026 34th Signal Processing and Communications Applications Conference (SIU), İstanbul, Türkiye, 7 - 10 Temmuz 2026, ss.1-4, (Tam Metin Bildiri)

2. ATGRUVAE: Reducing Noise and Improving Forecasting Performance in Stock Data

AKKAŞ H., KOLUKISA B., GÜNGÖR B.

2024 9th International Conference on Computer Science and Engineering (UBMK), 26 - 28 Ekim 2024, (Tam Metin Bildiri)

3. Evaluating the Impact of Sentiment Analysis on Deep Reinforcement Learning-Based Trading Strategies

ETCİL M., KOLUKISA B., GÜNGÖR B.

2024 9th International Conference on Computer Science and Engineering (UBMK), 26 - 28 Ekim 2024, (Tam Metin Bildiri)

4. A Federated Learning Framework for Classifying the Images in Ultrasonic Nondestructive Testing

GÜLŞEN A., HACILAR H., KOLUKISA B., GÜNGÖR B.

9th International Conference on Computer Science and Engineering, UBMK 2024, Antalya, Türkiye, 26 - 28 Ekim 2024, ss.360-364, (Tam Metin Bildiri) Sürdürülebilir Kalkınma

5. A Transfer Learning Approach for Skin Cancer Subtype Detection

KOLUKISA B., GÖRMEZ Y., AYDIN Z.

4th International Conference on Artificial Intelligence and Applied Mathematics in Engineering, Azerbaycan, 20 - 22 Mayıs 2022, (Tam Metin Bildiri)

6. A Comparative Analysis on Medical Article Classification Using Text Mining & Machine Learning Algorithms

KOLUKISA B., DEDETÜRK B. K., Dedeturk B. A., Gulsen A., BAKAL M. G.

2021 6th International Conference on Computer Science and Engineering (UBMK), Ankara, Türkiye, 15 - 17 Eylül 2021, ss.360-365, (Tam Metin Bildiri)

7. An Ensemble Feature Selection Methodology That Incorporates Domain Knowledge for Cardiovascular Disease Diagnosis

KOLUKISA B., GÜNGÖR V. Ç., GÜNGÖR B.

28th Signal Processing and Communications Applications Conference (SIU), Gaziantep, Türkiye, 5 - 07 Ekim 2020, ss.1-4, (Tam Metin Bildiri) Sürdürülebilir Kalkınma