| Issue Date | Title | Author(s) |
| 2023 | 3t2FTS: A Novel Feature Transform Strategy to Classify 3D MRI Voxels and Its Application on HGG/LGG Classification | Hajmohamad, Abdulsalam; Koyuncu, Hasan |
| 2023 | Adrenal Tumor Segmentation on U-Net: A Study About Effect of Different Parameters in Deep Learning | Solak, Ahmet ; Ceylan, Rahime ; Bozkurt, Mustafa Alper; Cebeci, Hakan; Koplay, Mustafa |
| 2022 | Categorization of Asynchronous Motor Situations in Infrared Images: Analyses with ResNet50 | Sakallı, G.; Koyuncu, H. |
| 2024 | The classification of eye diseases from fundus images based on CNN and pretrained models | Benbakreti, Samir; Benbakreti, Soumia; Özkaya, Umut |
| 2022 | CNN based sensor fusion method for real-time autonomous robotics systems | Yıldız, Berat; Durdu, Akif ; Kayabaşı, Ahmet; Duramaz, Mehmet |
| 2023 | CodCAM: A new ensemble visual explanation for classification of medical thermal images | Örnek, Ahmet Haydar; Ceylan, Murat |
| 2021 | Comparing Image Similarity Methods for Face Images | Örnek, Ahmet Haydar; Çelik, Mustafa; Alper, Ozan Can |
| 2022 | Deep learning based super resolution application for a new data set consisting of thermal facial images | Şenalp, Fatih Mehmet; Ceylan, Murat |
| 2022 | Deep Learning-Based Probabilistic Autoencoder for Residential Energy Disaggregation: An Adversarial Approach | Çimen, Halil; Wu, Ying; Wu, Yanpeng; Terriche, Yacine; Vasquez, Juan C.; Guerrero, Josep M. |
| 2022 | Development of a Test System to Make Circularity Measurements of Rubber Bushing After Stress Relief br | Özel, Muhammed Abdullah; Baysal, Selim Sefa; Sungur, Cemil |
| 2020 | A Dual-input Multi-label Classification Approach for Non-Intrusive Load Monitoring via Deep Learning | Çimen, Halil; Palacios-Garcia, Emilio J.; Çetinkaya, Nurettin ; Vasquez, Juan C.; Guerrero, Josep M. |
| 2021 | Efficient multitask learning analyses on grain silo measurement | Özkaya, Umut ; Duysak, Hüseyin; Yiğit, Enes |
| 2023 | Encoder-decoder semantic segmentation models for pressure wound images | Eldem, Huseyin; Ülker, Erkan ; Işıklı, Osman Yasar |
| 2020 | Generalization Capacity Analysis of Non-Intrusive Load Monitoring using Deep Learning | Çimen, Halil; Palacios-Garcia, Emilio J.; Çetinkaya, Nurettin ; Kolbak, Morten; Sciume, Giuseppe; Vasquez, Juan C.; Guerrero, Josep M. |
| 2024 | Improving Explainability in CNN-Based Classification of Mask Images with HayCAM plus : An Enhanced Visual Explanation Technique | Örnek, Ahmet Haydar; Ceylan, Murat |
| 2021 | Mask Detection from Face Images Using Deep Learning and Transfer Learning | Örnek, Ahmet Haydar; Çelik, Mustafa; Ceylan, Murat |
| 2021 | A Microgrid Energy Management System Based on Non-Intrusive Load Monitoring via Multitask Learning | Çimen, Halil; Çetinkaya, Nurettin ; Vasquez, Juan C.; Guerrero, Josep M. |
| 2022 | A New Hybrid Breast Cancer Diagnosis Model Using Deep Learning Model and ReliefF | Burçak, Kadir Can; Uğuz, Harun |
| 2022 | A Novel Approach for Visualization of Class Activation Maps with Reduced Dimensions | Örnek, A.H.; Ceylan, M. |
| 2023 | A Novel Study for Automatic Two-Class and Three-Class COVID-19 Severity Classification of CT Images using Eight Different CNNs and Pipeline Algorithm | Yaşar, Hüseyin; Ceylan, Murat ; Cebeci, Hakan; Kılınçer, Abidin; Seher, Nusret; Kanat, Fikret; Koplay, Mustafa |
| 2022 | A novel study to increase the classification parameters on automatic three-class COVID-19 classification from CT images, including cases from Turkey | Yaşar, Hüseyin; Ceylan, Murat ; Cebeci, Hakan; Kılınçer, Abidin; Kanat, Fikret; Koplay, Mustafa |
| 2020 | Pancreas Segmentation in Abdominal CT Images with U-Net Model | Kurnaz, Ender ; Ceylan, Rahime |
| 2020 | Short-term prediction of PM2.5 pollution with deep learning methods | Ayturan, Y.A.; Ayturan, Zeynep Cansu ; Altun, H.O.; Kongoli, C.; Tuncez, F.D.; Dursun, Şükrü ; Öztürk. Ali |
