Proactive Anomaly Detection Using Time Series Data of A Large Scale Platform. - Irem Islek; N. Deniz Aksayli; Ertug Karamatli (SIU, 2020)

Word-wise Explanation Method For Deep Learning Models Using Character N-gram Input. - N. Deniz Aksayli; Irem Islek; Çagla Çig Karaman; Onur Güngör 004 (SIU, 2021)

Generating Synthetic Image Segmentation Dataset Using Realistic City Backgrounds. - Irem Islek; N. Deniz Aksayli; Onur Güngör 004; Çagla Çig Karaman (SIU, 2022)