Publications

Peer-reviewed, SCI-expanded indexed journal publications

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.

DOI

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

IEEE Xplore

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.

DOI

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

DOI

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

DOI

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

DOI

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

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Peer-reviewed international journal publications

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

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Peer-reviewed national & international conference publications

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).

DOI

Bakanoğlu K, Uçkaç ÖD, Özkan I, Köktürk Güzel. Detection of Atrial Fibrillation from Commercial Smartwatches Data: A Survey, IDES 2019 (pp 466-470).

PDF Available

Köktürk Güzel BE, Güzel B, ÜNLÜ MZ. Comparison of Medical Image Reconstruction Algorithms: Positron Emission Mammography, IDES 2019 (pp 66-73).

PDF Available

Güzel BE, Karaçalı B. Fisher’s linear discriminant analysis based prediction using transient features of Seismic Events. FedCSIS 2016 (pp. 231-234). IEEE.

Köktürk BE, Karaçalı B. Model-free expectation maximization for divisive hierarchical clustering. IEEE BIBM 2014 (pp. 267-272).

DOI