Research Output

Publications

Peer-reviewed journal articles, conference papers, and academic contributions.

13 Total Works
7 SCI Journals
5 Conferences
2025 Latest
Peer-reviewed SCI-Expanded Indexed Journal Publications
7 papers
1

Karademir, T., Kaleli-Can, G., & Köktürk-Güzel, B. E. (2025). Smartphone-Compatible Colorimetric Detection of CA19-9 Using Melanin Nanoparticles and Deep Learning. Biosensors, 15(8), 507.

2

Köktürk-Güzel, B. E. (2025). An End-to-End Deep Learning System for Automated Fashion Tagging: Segmentation, Classification, and Hierarchical Labeling. IEEE Access.

3

Ergün, M. A., Köktürk-Güzel, B. E., & Keskin-Gündoğdu, T. (2025). Optimizing Xylanase Production: Bridging Statistical Design and Machine Learning for Improved Protein Production. Fermentation, 11(6), 319.

4

Köktürk-Güzel, B. E., Büyük, O., Bozkurt, B., & Baysal, O. (2022). Automatic assessment of student rhythmic pattern imitation performances. Digital Signal Processing, 103880.

5

Köktürk-Güzel, B. E., & Beyhan, S. (2021). Symbolic Regression Based Extreme Learning Machine Models for System Identification. Neural Processing Letters, 53(2), 1565–1578.

6

Köktürk Güzel, B. E., & Karaçalı, B. Identification and visualization of cell subgroups in uncompensated flow cytometry data. Chemometrics and Intelligent Laboratory Systems.

7

Köktürk, B. E., & Karaçalı, B. (2016). Annealing-based model-free expectation maximisation for multi-colour flow cytometry data clustering. International Journal of Data Mining and Bioinformatics, 14(1), 86–99.

Peer-reviewed International Journal Publications
1 paper
1

Köktürk-Güzel, B. E., & Ünay, D. Predicting Purchase Interest of Online Shoppers Using Boosting Algorithms. Natural and Applied Sciences Journal, 4(2), 1–15.

Peer-reviewed National & International Conference Publications
5 papers
1

Köktürk-Güzel, B. E., Mocan, B., Arslan, B., Polat, G., & Kavuşan, T. (2021). Demographic Targeting With Epsilon-greedy Exploration in Digital Advertising. UBMK 2021 (pp. 435–439).

2

Bakanoğlu, K., Uçkaç, Ö. D., Özkan, I., & Köktürk Güzel, B. E. Detection of Atrial Fibrillation from Commercial Smartwatches Data: A Survey. IDES 2019 (pp. 466–470).

3

Köktürk Güzel, B. E., Güzel, B., & Ünlü, M. Z. Comparison of Medical Image Reconstruction Algorithms: Positron Emission Mammography. IDES 2019 (pp. 66–73).

4

Güzel, B. E., & Karaçalı, B. Fisher's Linear Discriminant Analysis Based Prediction Using Transient Features of Seismic Events. FedCSIS 2016 (pp. 231–234). IEEE.

5

Köktürk, B. E., & Karaçalı, B. Model-free Expectation Maximization for Divisive Hierarchical Clustering. IEEE BIBM 2014 (pp. 267–272).