Traffic sign recognition using scale invariant feature transform and bagging based ensemble. - Yildiz Aydin; Gulsah Tumuklu Ozyer; Durmus Özdemir (SIU, 2016)

Traffic Sign Recognition System for Imbalanced Dataset. - Yildiz Aydin; Durmus Özdemir; Gulsah Tumuklu Ozyer (J. Comput., 2017)

A comparison of modified tree-seed algorithm for high-dimensional numerical functions. - Ayse Beskirli; Durmus Özdemir; Hasan Temurtas (Neural Comput. Appl., 2020)

Comparison of Deep Learning Techniques for Classification of the Insects in Order Level With Mobile Software Application. - Durmus Özdemir; Musa Selman Kunduraci (IEEE Access, 2022)

An adaptive search equation-based artificial bee colony algorithm for transportation energy demand forecasting. - Durmus Özdemir; Safa Dörterler (Turkish J. Electr. Eng. Comput. Sci., 2022)

The Investigation of Mobile Virtual Reality Application Instructional Content in Geography Education: Academic Achievement, Presence, and Student Interaction. - Durmus Özdemir; Faruk Öztürk (Int. J. Hum. Comput. Interact., 2022)

A new modified artificial bee colony algorithm for energy demand forecasting problem. - Durmus Özdemir; Safa Dörterler; Dogan Aydin (Neural Comput. Appl., 2022)

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 potential: A review of artificial intelligence applications in wind energy. - Safa Dörterler; Seyfullah Arslan; Durmus Özdemir (Expert Syst. J. Knowl. Eng., 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)