A Comparative Analysis of N-Nearest Neighbors (N3) and Binned Nearest Neighbors (BNN) Algorithms for Indoor Localization. - Serpil Ustebay; M. Ali Aydin; Ahmet Sertbas; Tülin Atmaca (CN, 2017)

An Approach for Evaluating Performance of Magnetic-Field Based Indoor Positioning Systems: Neural Network. - Serpil Ustebay; Züleyha Yiner; M. Ali Aydin; Ahmet Sertbas; Tülin Atmaca (CN, 2017)

Yeni nesil kablosuz ağlar için etkin bir kullanıcı konumlandırma sistemi tasarımı (Design of an efficient user localization system for next generation wireless networks) - Serpil Üstebay (2017)

Intrusion Detection with Comparative Analysis of Supervised Learning Techniques and Fisher Score Feature Selection Algorithm. - Dogukan Aksu; Serpil Üstebay; Muhammed Ali Aydin; Tülin Atmaca (ISCIS, 2018)

Cyber Attack Detection by Using Neural Network Approaches: Shallow Neural Network, Deep Neural Network and AutoEncoder. - Serpil Ustebay; Zeynep Turgut; M. Ali Aydin (CN, 2019)

Analysis of Device-Free and Device Dependent Signal Filtering Approaches for Indoor Localization Based on Earth's Magnetic Field System. - Serpil Üstebay; Zeynep Turgut; Özgür Can Turna 001; M. Ali Aydin; Tülin Berber Atmaca (DCSMart, 2019)

Performance analysis of machine learning and deep learning classification methods for indoor localization in Internet of things environment. - Zeynep Turgut; Serpil Üstebay; Muhammed Ali Aydin; Gulsum Zeynep Gurkas Aydin; Ahmet Sertbas (Trans. Emerg. Telecommun. Technol., 2019)

Gauss-like Logarithmic Kernel Function to improve the performance of kernel machines on the small datasets. - Betul Hicdurmaz; Nurullah Çalik; Serpil Ustebay (Pattern Recognit. Lett., 2024)