The Classification of Turkish Economic Growth by Artificial Neural Network Algorithms. - Yeliz Karaca; Sengül Bayrak; Emrullah Fatih Yetkin (ICCSA (2), 2017)

Classification of Erythematous - Squamous Skin Diseases Through SVM Kernels and Identification of Features with 1-D Continuous Wavelet Coefficient. - Yeliz Karaca; Ahmet Sertbas; Sengül Bayrak (ICCSA (2), 2018)

Stroke Subtype Clustering by Multifractal Bayesian Denoising with Fuzzy C Means and K-Means Algorithms. - Yeliz Karaca; Carlo Cattani; Majaz Moonis; Sengül Bayrak (Complex., 2018)

Classification of Extracranial and Intracranial EEG Signals by using Finite Impulse Response Filter through Ensemble Learning. - Sengül Bayrak; Eylem Yücel; Hidayet Takçi (SIU, 2019)

Detection of Hate Speech in Turkish Social Media Posts with BERT-Base Model. - Sengül Bayrak; Alper Karaca; Ferhat Toson; Aleyna Kocabey; Fatma Begüm Arslanoglu (SIU, 2023)

Unveiling intrusions: explainable SVM approaches for addressing encrypted Wi-Fi traffic in UAV networks. - Sengül Bayrak (Knowl. Inf. Syst., 2024)