02.04. Department of Electrical and Electronics Engineering

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Subject:  Classification

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Issue DateTitleAuthor(s)
12020Classification of 3b alzheimer's mr images using voxel values in volumetric loss regionsÖziç, Muhammet Üsame; Özşen, Seral 
22022Classification of neonatal diseases with limited thermal Image dataErvural, Saim; Ceylan, Murat 
32021Comparison of linear discriminant analysis, support vector machines and naive bayes methods in the classification of neonatal hyperspectral signaturesCihan, Mücahit; Ceylan, Murat 
42020A comprehensive study of brain tumour discrimination using phase combinations, feature rankings, and hybridised classifiersKoyuncu, Hasan ; Barstuğan, Mücahid ; Öziç, Muhammet Üsame
52020Data Mining in A Smart Traffic Light Control System Based on Image Processing and KNN Classification AlgorithmYusefi, Abdullah; Altun, Adem Alpaslan; Sungur, Cemil 
62021Deep Learning Based Super Resolution and Classification Applications for Neonatal Thermal ImagesŞenalp, Fatih Mehmet; Ceylan, Murat 
72022Diagnosis of Alzheimer's Disease Using Atlas-Based Volume Measurement Method on 3D T1 Weighted MR ImagesÖziç, Muhammet Usame; Ekmeci, Ahmet Hakan; Özsen, Seral ; Barstugan, Mucahid ; Yıldoğan, Aydın Talip
82022Effects of the deep learning-based super-resolution method on thermal image classification applicationsŞenalp, Fatih Mehmet; Ceylan, Murat 
92019An extensive study for binary characterisation of adrenal tumoursKoyuncu, Hasan ; Ceylan, Rahime ; Asoğlu, Semih; Cebeci, Hakan; Koplay, Mustafa
102022Fast Evaluation of Unhealthy and Healthy Neonates Using Hyperspectral Features on 700-850 Nm Wavelengths, ROI Extraction, and 3D-CNNCihan, Mücahit; Ceylan, Murat ; Soylu, H.; Konak, M.
112020FUSED DEEP FEATURES BASED CLASSIFICATION FRAMEWORK FOR COVID-19 CLASSIFICATION WITH OPTIMIZED MLPÖztürk, Şaban; Yiğit, Enes; Özkaya, Umut 
122020Grain Surface Classification via Machine Learning MethodsYiğit, Enes; Özkaya, Umut ; Duysak, Huseyin
132019Health status detection of neonates using infrared thermography and deep convolutional neural networksÖrnek, Ahmet Haydar; Ceylan, Murat ; Ervural, Saim
142022Medical thermograms' classification using deep transfer learning models and methodsÖrnek, Ahmet Haydar; Ceylan, Murat 
152021A New Approach for Automatic Sleep Staging: Siamese Neural NetworksEfe, Enes; Özsen, Seral 
162022A Novel Convolutional-Recurrent Hybrid Network for Sunn Pest-Damaged Wheat Grain DetectionSabancı, Kadir; Aslan, Muhammet Fatih; Ropelewska, Ewa; Ünlerşen, Muhammed Fahri; Durdu, Akif 
172021Performance comparison of extreme learning machines and other machine learning methods on WBCD data setKeskin, O.S.; Durdu, A. ; Aslan, M.F.; Yusefi, A.