Yazar "Unal, Yavuz" için listeleme
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Application of Pre-Trained Deep Convolutional Neural Networks for Coffee Beans Species Detection
Unal, Yavuz; Taspinar, Yavuz Selim; Cinar, Ilkay; Kursun, Ramazan; Koklu, Murat (Springer, 2022)Coffee is an important export product of the tropical countries where it is grown. Therefore, the separation of coffee beans in the world in terms of the quality element and variety forgery is an important situation. ... -
Classification of vertebral column disorders and lumbar discs disease using attribute weighting algorithm with mean shift clustering
Unal, Yavuz; Polat, Kemal; Kocer, H. Erdinc (ELSEVIER SCI LTD, 2016)In this article, a new data pre-processing method has been suggested to detect and classify vertebral column disorders and lumbar disc diseases with a high accuracy level. The suggested pre-processing method is called the ... -
A comparative study of vision transformers and convolutional neural networks: sugarcane leaf diseases identification
Ogrekci, Suleyman; Unal, Yavuz; Dudak, Muhammet Nuri (Springer, 2023)Diseases in agricultural products cause significant decrease on harvest efficiency and economic values of the products, early detection of diseases can prevent this loss. The development of artificial intelligence has ... -
Deep Learning Approaches for Sunflower Disease Classification: A Study of Convolutional Neural Networks with Squeeze and Excitation Attention Blocks
Unal, Yavuz; Dudak, Muhammet Nuri (2024)Diseases in agricultural plants are one of the most important problems of agricultural production. These diseases cause decreases in production and this poses a serious problem for food safety. One of the agricultural ... -
Detecting Wheat Leaf Diseases: A Deep Feature-Based Approach with Machine Learning Classification
Unal, Yavuz; Bolat, Muzaffer (2024)Wheat is a rich storehouse of nutrients with many different vitamins and minerals. Wheat is one of the main cereals that meet the nutritional needs of humans and other living things and is used in the production of other ... -
Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models
Unal, Yavuz; Polat, Kemal; Kocer, H. Erdinc; Hariharan, M. (ELSEVIER SCIENCE BV, 2015)Disc abnormalities cause a great number of complaints including lower back pain. Lower back pain is one of the most common types of pain in the world. The computer-assisted detection of this ailment will be of great use ... -
Diagnosis of Pathology on the Vertebral Column with Backpropagation and Naive Bayes Classifier
Unal, Yavuz; Kocer, H. Erdinc (IEEE, 2013)Minimizing human errors in diagnosis is one of the most important aims of Computer-Aided Diagnosis (CAD) systems. CAD software is the software helping radiologists, specialist doctor for detect abnormality on medical views ... -
Examining the Performance of a Deep Learning Model Utilizing Yolov8 for Vehicle Make and Model Classification
Vehicles are important inventions that greatly improve various aspects of human life and find use in almost every field. Once tools are introduced to human existence, they enable time-saving and tasks that are complex or ... -
Pairwise FCM based feature weighting for improved classification of vertebral column disorders
Unal, Yavuz; Polat, Kemal; Kocer, H. Erdinc (PERGAMON-ELSEVIER SCIENCE LTD, 2014)In this paper, an innovative data pre-processing method to improve the classification performance and to determine automatically the vertebral column disorders including disk hernia (DH), spondylolisthesis (SL) and normal ... -
Teknoloji Kullanımı ile Öğrenci Başarısı Arasındaki İlişkinin Bazı Kümeleme Algoritmaları Kullanılarak İncelenmesi
Gökçe, Şeymanur; Unal, Yavuz; Vural, Hatıce; Orbay, Metin (2024)Yapay zekanın bir alt basamağı olan makine öğrenmesi son yıllarda eğitim alanında büyük önem kazanmıştır. Öğrenci-öğretmen etkileşimi, akademik başarı ölçme ve öğrencilerin dersteki dikkat durumlarının değerlendirmesi gibi ...
