Ballı, Tuğçe. "MOTOR İMGELEME EEG SİNYALLERİNDE SINIFLANDIRMA PERFORMANSINI ARTTIRMAYA YÖNELİK ADAPTİF SEGMENTASYON YAKLAŞIMI", Uludağ Üniversitesi Mühendislik Fakültesi Dergisi Advanced Online Publication (2025): 711-730.

Sütçübaşı, Bernis, et al. "Neural signatures of depression: classifying drug-naïve MDD patients with time-and frequency-domain EEG features during emotional processing", Machine Learning: Science and Technology 6.2 (2025): 025035.

Sütçübaşı, Bernis, et al. "Differentiating Functional Connectivity Patterns in ADHD and Autism Among the Young People: A Machine Learning Solution", Journal of Attention Disorders 29.6 (2025): 486-499.

Ballı, Tuğçe and E. Fatih Yetkin, "Improving Motor Imagery based BCI through Metric Learning", under review, 2024.

Ballı, Tuğçe, Saygın Kaçar, and E. Fatih Yetkin, "Adaptive Segmentation of vibration data via change point detection algorithms for machinery fault classification", under review, 2024. 

Hibatullah, Helmi, Tuğçe Ballı, and E. Fatih Yetkin. "Verbal harassment detection in online games using machine learning methods", Entertainment Computing (2025): 101009.

Tülay, Emine Elif, and Tugçe Balli. "Decoding Functional Brain Data for Emotion Recognition: A Machine Learning Approach." ACM Transactions on Applied Perception 21.3 (2024): 1-18.

Ballı, Tuğçe, et al. "Detection of emotion in major depressive disorder via machine learning approaches based on ERP." Anatomy: International Journal of Experimental & Clinical Anatomy 17 (2023).

Bulut, Cem, Tuğçe Ballı, and E. Fatih Yetkin. "Filtre modelli öznitelik seçim algoritmalarının EEG tabanlı beyin bilgisayar arayüzü sistemindeki karşılaştırmalı sınıflandırma performansları." Gazi Üniversitesi Mühendislik Mimarlık Fakültesi Dergisi 38.4 (2023): 2397-2408.

Hindistan, Yavuz Selim, and E. Fatih Yetkin. "A hybrid approach with GAN and DP for privacy preservation of IIOT data." IEEE Access 11 (2023): 5837-5849.

Hussein, Olla, Tuğçe Ballı, and E. Fatih Yetkin. "Evaluation of Feature Selection Methods for Motor Imagery Electroencephalography from the Interpretability Perspective" 2025 10th International Conference on Computer Science and Engineering (UBMK). IEEE, 2025.

Shafi, Rana, et al. "Privacy-Aware PCA with Noise Perturbation for IIoT Data" 2025 10th International Conference on Computer Science and Engineering (UBMK). IEEE, 2025.

Ballı, Tuğçe, et al. "RESTORATIVE: Improving Accessibility to Cultural Heritage with AI-Assisted Virtual Reality" Digital Presentation and Preservation of Cultural and Scientific Heritage 15 (2025): 65-72.

Ballı, Tuğçe, and E. Fatih Yetkin. "Evaluating Cognitive and Emotional Engagement in AI-Assisted Virtual Reality Through EEG" Digital Presentation and Preservation of Cultural and Scientific Heritage 15 (2025): 73-80.

Yetkin, E. Fatih, and Tugçe Ballı. "Privacy Preservation for Machine Learning in IIoT Data via Manifold Learning and Elementary Row Operations", In Proceedings of the 11th International Conference on Information Systems Security and Privacy (ICISSP 2025) - Volume 2, pages 607-614

Yıldız,  Şeyma, Ballı, Tuğçe, and Yetkin E. Fatih, "Detection of Change Points in a Non-Stationary Time Series via the Fiedler Vectors of the Graph Laplacian", SIAM Applied Linear Algebra, Paris, France, 2024.

Özçoban, Kadir, Manguoğlu, Murat and Yetkin, E. Fatih "Investigation of the Effects of Initial Guess and Subspace Iteration Acceleration on Feast Solver", SIAM Applied Linear Algebra, Paris, France, 2024.

Güler, Aykut, Ballı, Tuğçe, and Yetkin E. Fatih, "On Symbolic Prediction of Time Series for Predictive Maintenance Based on SAX-LSTM", UBMK, The Best Paper Award, Antalya, Turkey, 2024. 

Kaçar, Saygın, Ballı, Tuğçe, Yetkin, E. Fatih, "Automatic Segmentation of Time Series Data with PELT Algorithm for Predictive Maintenance in the Flat Steel Industry", UBMK, Antalya, Turkey, 2024.