Developing a new methodology for software projects (Yazılım projeleri için yeni bir metodoloji geliştirilmesi) - Kökten Ulas Birant (2006)

Comparative analysis of ensemble learning methods for signal classification. - Pelin Yildirim; Kökten Ulas Birant; Vladimir Radevski; Alp Kut 001; Derya Birant (SIU, 2018)

Comparison of Ensemble-Based Multiple Instance Learning Approaches. - Pelin Yildirim Taser; Kökten Ulas Birant; Derya Birant (INISTA, 2019)

Multitask-based association rule mining. - Pelin Yildirim Taser; Kökten Ulas Birant; Derya Birant (Turkish J. Electr. Eng. Comput. Sci., 2020)

Comparison of Image-Based and Text-Based Source Code Classification Using Deep Learning. - Elife Öztürk Kiyak; Ayse Betul Cengiz; Kökten Ulas Birant; Derya Birant (SN Comput. Sci., 2020)

Multi-view learning for software defect prediction. - Elife Öztürk Kiyak; Derya Birant; Kökten Ulas Birant (e Informatica Softw. Eng. J., 2021)

Time-oriented interactive process miner: a new approach for time prediction. - Ismail Yürek; Derya Birant; Özlem Ece Yürek; Kökten Ulas Birant (Turkish J. Electr. Eng. Comput. Sci., 2021)

Development of Rule-Based Software Risk Assessment and Management Method with Fuzzy Inference System. - Mustafa Batar; Kökten Ulas Birant; Ali Hakan Isik (Sci. Program., 2021)

An improved version of multi-view k-nearest neighbors (MVKNN) for multiple view learning. - Elife Öztürk Kiyak; Derya Birant; Kökten Ulas Birant (Turkish J. Electr. Eng. Comput. Sci., 2021)

Multi-view rank-based random forest: A new algorithm for prediction in eSports. - Kökten Ulas Birant (Expert Syst. J. Knowl. Eng., 2022)

Improving the Performance and Explainability of Indoor Human Activity Recognition in the Internet of Things Environment. - Ayse Betul Cengiz; Kökten Ulas Birant; Mehmet Cengiz; Derya Birant; Kemal Baysari (Symmetry, 2022)

Semi-Supervised k-Star (SSS): A Machine Learning Method with a Novel Holo-Training Approach. - Kökten Ulas Birant (Entropy, 2023)

Multi-Objective Multi-Instance Learning: A New Approach to Machine Learning for eSports. - Kökten Ulas Birant; Derya Birant (Entropy, 2023)

A Novel Classification Method: Neighborhood-Based Positive Unlabeled Learning Using Decision Tree (NPULUD). - Bita Ghasemkhani; Kadriye Filiz Balbal; Kökten Ulas Birant; Derya Birant (Entropy, 2024)

Joint Tomek Links (JTL): An Innovative Approach to Noise Reduction for Enhanced Classification Performance. - Göksu Tüysüzoglu; Yunus Dogan; Elife Öztürk Kiyak; Mustafa Ersahin; Bita Ghasemkhani; Kökten Ulas Birant; Derya Birant (IEEE Access, 2025)

A new machine learning method for rainfall classification: temporal random tree. - Kökten Ulas Birant; Bita Ghasemkhani; Özlem Varliklar; Derya Birant (PeerJ Comput. Sci., 2025)