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Author

Yavuz Ünal

Observed names: UNAL, Yavuz, Unal, Y., Y. Unal, Yavuz UNAL, Yavuz Unal, Ünal, Yavuz
Institution: Sinop University
ORCID: 0000-0002-3007-679X
Observed ORCID: 0000-0002-3007-679X
OpenAlex ID: A5024532759
Application of Pre-Trained Deep Convolutional Neural Networks for Coffee Beans Species Detection
2022 · Yavuz Unal, Yavuz Selim Taspinar, et al. · Food Analytical Methods · 72
Pairwise FCM based feature weighting for improved classification of vertebral column disorders
2013 · Yavuz Unal, Kemal Polat, et al. · Computers in Biology and Medicine · 26
A comparative study of vision transformers and convolutional neural networks: sugarcane leaf diseases identification
2023 · Süleyman Öğrekçi, Yavuz Ünal, et al. · European Food Research and Technology · 22
Detection of abnormalities in lumbar discs from clinical lumbar MRI with hybrid models
2015 · Yavuz Unal, Kemal Polat, et al. · Applied Soft Computing · 18
Classification of vertebral column disorders and lumbar discs disease using attribute weighting algorithm with mean shift clustering
2015 · Yavuz Unal, Kemal Polat, et al. · Measurement · 17
Integrating CBAM and Squeeze‐and‐Excitation Networks for Accurate Grapevine Leaf Disease Diagnosis
2025 · Yavuz Unal · Food Science & Nutrition · 16
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Mango leaf disease detection using deep feature extraction and machine learning methods: A comparative survey
2025 · Yavuz Ünal, Muammer Türkoğlu · El-Cezeri Fen ve Mühendislik Dergisi · 15
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Dijital Öykü Anlatımı ile Verilen Değerler Eğitimine Yönelik Bir Eylem Araştırması
2019 · Erhan Kutlucan, Recep Çakır, et al. · Kastamonu Eğitim Dergisi · 15
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Comparison of Current Convolutional Neural Network Architectures for Classification of Damaged and Undamaged Cars
2022 · Yavuz Ünal, Şaban Öztürk, et al. · Lecture notes in networks and systems · 12
Diagnosis of pathology on the vertebral column with backpropagation and Naive Bayes classifier
2013 · Yavuz Unal, H. Erdinc Kocer · International Conference on Technological Advances in Electrical, Electronics and Computer Engineering · 12
Ensembled Correlation Between Liver Analysis Outputs
2014 · Seker, Sadi Evren, Unal, Y., et al. · arXiv (Cornell University) · 11
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Classification of Covid-19 Dataset With Some Machine Learning Methods
2020 · Yavuz Ünal, Muhammet Nuri Dudak · DergiPark (Istanbul University) · 10
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A comparison of feature extraction techniques for diagnosis of lumbar intervertebral degenerative disc disease
2011 · Y. Unal, H. E. Kocer, et al. · International Conference on Innovations in Intelligent Systems and Applications (INISTA) · 10
Classification of Hazelnut Species with Pre-Trained Deep Learning Models
2023 · Selçuk Harmancı, Yavuz Ünal, et al. · Intelligent Methods in Engineering Sciences · 5
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Improving classification performance for an imbalanced educational dataset example using SMOTE
2019 · Yavuz Ünal, Ahmet Sağlam, et al. · European Journal of Science and Technology · 5
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Deep Learning Approaches for Sunflower Disease Classification: A Study of Convolutional Neural Networks with Squeeze and Excitation Attention Blocks
2024 · Yavuz Ünal, Muhammet Nuri Dudak · Bitlis Eren Üniversitesi Fen Bilimleri Dergisi · 4
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Classification of Raisin Grains Variety Using Some Machine Learning Methods
2023 · Yavuz Unal, Husamettin Kaplan, et al. · New Trends in Computer Sciences · 4
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Enhanced Lemon Leaf Disease Diagnosis via Gray Wolf Optimization and Machine Learning Techniques
2026 · Yavuz Unal, Yonis Gulzar · Applied Fruit Science · 3
Bacterial Disease Detection of Cherry Plant Using Deep Features
2024 · Emrah Dönmez, Yavuz Ünal, et al. · Sakarya University Journal of Computer and Information Sciences · 3
Detecting Wheat Leaf Diseases: A Deep Feature-Based Approach with Machine Learning Classification
2024 · Yavuz UNAL, Muzaffer Bolat · Selcuk Journal of Agricultural and Food Sciences · 2
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Teknoloji Kullanımı ile Öğrenci Başarısı Arasındaki İlişkinin Bazı Kümeleme Algoritmaları Kullanılarak İncelenmesi
2024 · Şeymanur Gökçe, Yavuz Ünal, et al. · Osmaniye Korkut Ata Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 2
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Classification of Turkish hazelnut (Corylus colurna L.) varieties: a comparative study of YOLOv8 and fine-tuned vision transformer
2026 · Yavuz Unal, Elham Tahsin Yasin, et al. · Journal of Food Measurement & Characterization · 1
Examining the Performance of a Deep Learning Model Utilizing Yolov8 for Vehicle Make and Model Classification
2024 · Yavuz Ünal, Muzaffer Bolat, et al. · Journal of Engineering Technology and Applied Sciences · 1
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Correlation Between Liver Analysis Outputs
2019 · Şadi Evren Şeker, Yavuz Ünal, et al. · 1
A Corruption-Robustness Benchmark for Mango Fruit Disease Classification
2026 · Yavuz Ünal, Yonis Gulzar · Applied Fruit Science
Works count: 38
Citation count: 287
H-index: 11
I10-index: 13
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