SOM++: Integration of Self-Organizing Map and K-Means++ Algorithms. - Yunus Dogan; Derya Birant; Alp Kut 001 (MLDM, 2013)

Data mining and knowledge discovery in medical information systems (Tıbbi bilişim sistemlerinde veri madenciliği ve bilgi keşfi) - Yunus Dogan (2015)

Novel Two-Dimensional Visualization Approaches for Multivariate Centroids of Clustering Algorithms. - Yunus Dogan; Feristah Dalkiliç; Derya Birant; Recep Alp Kut; Reyat Yilmaz (Sci. Program., 2018)

Effectiveness of online learning: a multi-complementary approach research with responses from the COVID-19 pandemic period. - Veli Batdi; Yunus Dogan; Tarik Talan (Interact. Learn. Environ., 2023)

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)