Multiclass Classification Using Arctangent Activation Function and Its Variations. - Talya Tümer Sivri; Nergis Pervan Akman; Ali Berkol (ECAI, 2022)

Web Intrusion Detection Using Character Level Machine Learning Approaches with Upsampled Data. - Talya Tümer Sivri; Nergis Pervan Akman; Ali Berkol; Can Peker (FedCSIS (Communication Papers), 2022)

Visual Lip Reading Dataset in Turkish. - Ali Berkol; Talya Tümer Sivri; Nergis Pervan Akman; Melike Çolak; Hamit Erdem (Data, 2023)

A data-centric unsupervised 3D mesh segmentation method. - Talya Tümer Sivri; Yusuf Sahillioglu (Vis. Comput., 2024)

Sunn-Pest-Damaged and Healthy Wheat Grains Dataset Across Different Cultivars. - Nergis Pervan Akman; Melike Çolak; Özgü Özkan; Talya Tümer Sivri; Murat Olgun; Ali Berkol; Zekiye Budak Basçiftçi; Gözde Ayter Arpacioglu; Murat Ardiç; Okan Sezer (AICCONF, 2025)