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Yahya Doğan

Observed names: DOĞAN, Yahya, Yahya DOĞAN, Yahya Dogan
Institution: Siirt Üniversitesi
ORCID: 0000-0003-1529-6118
Observed ORCID: 0000-0003-1529-6118
OpenAlex ID: A5043325518
A New Global Pooling Method for Deep Neural Networks: Global Average of Top-K Max-Pooling
2023 · Yahya Dogan · Traitement du signal · 54
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Advancing early diagnosis of Alzheimer’s disease with next-generation deep learning methods
2024 · Cuneyt Ozdemir, Yahya Dogan · Biomedical Signal Processing and Control · 41
Forensic Dental Age Estimation Using Modified Deep Learning Neural Network
2023 · İsa ATAŞ, Cüneyt ÖZDEMİR, et al. · Balkan Journal of Electrical and Computer Engineering · 39
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Advancing brain tumor classification through MTAP model: an innovative approach in medical diagnostics
2024 · Cuneyt Ozdemir, Yahya Dogan · Medical & Biological Engineering & Computing · 31
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AutoEffFusionNet: A New Approach for Cervical Cancer Diagnosis Using ResNet-Based Autoencoder With Attention Mechanism and Genetic Feature Selection
2025 · Yahya Dogan · IEEE Access · 28
A new local pooling approach for convolutional neural network: local binary pattern
2023 · Cuneyt Ozdemir, Yahya Dogan, et al. · Multimedia Tools and Applications · 25
RGB-Angle-Wheel: A new data augmentation method for deep learning models
2024 · Cuneyt Ozdemir, Yahya Dogan, et al. · Knowledge-Based Systems · 24
An innovative approach for parkinson’s disease diagnosis using CNN, NCA, and SVM
2024 · Yahya Dogan · Neural Computing and Applications · 23
Semi-supervised image attribute editing using generative adversarial networks
2020 · Yahya Dogan, Hacer Yalim Keles · Neurocomputing · 23
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Iterative facial image inpainting based on an encoder-generator architecture
2022 · Yahya Dogan, Hacer Yalim Keles · Neural Computing and Applications · 22
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DiagNeXt: A Two-Stage Attention-Guided ConvNeXt Framework for Kidney Pathology Segmentation and Classification
2025 · Hilal Tekin, Şafak Kılıç, et al. · Journal of Imaging · 13
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A novel pruning-enhanced hybrid approach for efficient and accurate brain tumor diagnosis
2025 · Yahya Dogan · Biomedical Signal Processing and Control · 13
A Comparative Study on Data Balancing Methods for Alzheimer's Disease Classification
2024 · Esma Öter, Yahya Doğan · Çukurova Üniversitesi Mühendislik Fakültesi Dergisi · 13
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Deep Learning Based Gender Identification Using Ear Images
2023 · Şafak Kılıç, Yahya Doğan · Traitement du signal · 12
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Enhancing CNN model classification performance through RGB angle rotation method
2024 · Yahya Dogan, Cuneyt Ozdemir, et al. · Neural Computing and Applications · 11
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A pruned and parameter-efficient Xception framework for skin cancer classification
2026 · Şafak Kılıç, Yahya Doğan · PLoS ONE · 9
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Stability and Diversity in Generative Adversarial Networks
2019 · Yahya Dogan, Hacer Yalim Keles · Signal Processing and Communications Applications Conference (SIU) · 9
Prediction of adaptive exposure time in hyperspectral bands for industrial cameras
2015 · Yahya Dogan, Musa Atas · Signal Processing and Communications Applications Conference (SIU) · 8
Which pooling method is better: Max, Avg, or Concat (Max, Avg)
2024 · Yahya Doğan · Communications Faculty of Sciences University of Ankara Series A2-A3 Physical Sciences and Engineering · 7
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A new approach for plotting raster based image files
2014 · Yahya Dogan, Musa Atas, et al. · Signal Processing and Communications Applications Conference (SIU) · 5
Chess playing robotic arm
2014 · Musa Atas, Yahya Dogan, et al. · Signal Processing and Communications Applications Conference (SIU) · 4
Performance Comparison of Deep Learning Lane Detection Models for Autonomous Vehicles
2024 · Muhammed Said Ataş, Yahya Doğan, et al. · Çukurova Üniversitesi Mühendislik Fakültesi Dergisi · 3
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Enhancing Skin Cancer Diagnosis through the Integration of Deep Learning and Machine Learning Approaches
2024 · Yahya Doğan, Cüneyt Özdemir · Bilişim Teknolojileri Dergisi · 3
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Derin Öğrenme Yöntemleriyle Çapraz Veri Seti Değerlendirmesi Altında COVID-19 Tespiti
2023 · Yahya DOĞAN · Gazi Üniversitesi Fen Bilimleri Dergisi Part C Tasarım ve Teknoloji · 3
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LbpRIPooling: A novel rotation-invariant pooling method for CNNs
2025 · Yahya Dogan · Knowledge-Based Systems · 2
Works count: 32
Citation count: 426
H-index: 13
I10-index: 15
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