Analysis of CNN models in classifying Alzheimer's stages: comparison and explainability examination of the proposed separable convolution-based neural network and transfer learning models. - Naciye Nur Arslan; Durmus Özdemir (Signal Image Video Process., 2024)

ECG heartbeats classification with dilated convolutional autoencoder. - Naciye Nur Arslan; Durmus Özdemir; Hasan Temurtas (Signal Image Video Process., 2024)

Unlocking the black box: an in-depth review on interpretability, explainability, and reliability in deep learning. - Emrullah Sahin; Naciye Nur Arslan; Durmus Özdemir (Neural Comput. Appl., 2025)