Analysis of Multiobjective Algorithms for the Classification of Multi-Label Video Datasets. - Gizem Nur Karagoz; Adnan Yazici; Tansel Dökeroglu; Ahmet Cosar (IEEE Access, 2020)

Multi-objective evolutionary based feature selection supported by distributed multi-label classification and deep learning on image/video data. - Gizem Nur Karagoz (Middleware Doctoral Symposium, 2021)

A new framework of multi-objective evolutionary algorithms for feature selection and multi-label classification of video data. - Gizem Nur Karagoz; Adnan Yazici; Tansel Dökeroglu; Ahmet Cosar (Int. J. Mach. Learn. Cybern., 2021)

Evaluating How Explainable AI Is Perceived in the Medical Domain: A Human-Centered Quantitative Study of XAI in Chest X-Ray Diagnostics. - Gizem Nur Karagoz; Geert H. van Kollenburg; Tanir Ozcelebi; Nirvana Meratnia (TAI4H, 2024)

Analyzing the Impact of Data Augmentation on the Explainability of Deep Learning-Based Medical Image Classification. - Freddie Liu; Gizem Nur Karagoz; Nirvana Meratnia (Mach. Learn. Knowl. Extr., 2024)