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Ferdi Özbilgin

Observed names: Ferdi Ozbilgin, Ferdi ÖZBİLGİN, Özbilgin, Ferdi; ONDOKUZ MAYIS ÜNİVERSİTESİ
Institution: Giresun University
ORCID: 0000-0003-4946-7018
Observed ORCID: 0000-0003-4946-7018
OpenAlex ID: A5084838357
Prediction of Coronary Artery Disease Using Machine Learning Techniques with Iris Analysis
2023 · Ferdi Özbilgin, Çetin Kurnaz, et al. · Diagnostics · 56
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Investigation of the distribution of bovine manure-based biomethane potential using an artificial neural network in Turkey to 2030
2021 · Halil Şenol, Mehmet Ali Dereli̇, et al. · Renewable and Sustainable Energy Reviews · 46
Enhancing Alzheimer’s Diagnosis with Machine Learning on EEG: A Spectral Feature-Based Comparative Analysis
2025 · Yeliz Senkaya, Cetin Kurnaz, et al. · Diagnostics · 13
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Spatial Performance Approach to Machine Learning Algorithms: A GIS ‐Based Comparison Analysis for Real Estate Valuation
2025 · Nihal Genc, H. Ebru Colak, et al. · Transactions in GIS · 13
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Comparative optimization of PIDN and fractional order controllers for a quarter car active suspension system using recent metaheuristic algorithms
2025 · Ferdi Özbilgin, Onur Özdal Mengi, et al. · Scientific Reports · 10
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Parkinson’s Disease Diagnosis and Severity Assessment from Gait Signals via Bayesian-Optimized Deep Learning
2025 · Mehmet Meral, Ferdi Ozbilgin · Diagnostics · 10
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Fine-Tuned Machine Learning Classifiers for Diagnosing Parkinson’s Disease Using Vocal Characteristics: A Comparative Analysis
2025 · Mehmet Meral, Ferdi Ozbilgin, et al. · Diagnostics · 10
Non-invasive coronary artery disease identification through the iris and bio-demographic health profile features using stacking learning
2024 · Ferdi Özbilgin, Çetin Kurnaz, et al. · Image and Vision Computing · 10
An alternative approach for determining the cholesterol level: Iris analysis
2021 · Ferdi Ozbilgin, Cetin Kurnaz · International Journal of Imaging Systems and Technology · 8
Robotik Uygulamalar İçin Derin Öğrenme Tabanlı Nesne Tespiti ve Sınıflandırması
2020 · Ferdi ÖZBİLGİN, Cengiz TEPE · Karadeniz Fen Bilimleri Dergisi · 4
Active contour-based tooth segmentation in radiographs using fuzzy logic and CNN
2024 · Fatih Durmuş, Ferdi Özbilgin, et al. · Gümüşhane Üniversitesi Fen Bilimleri Enstitüsü Dergisi · 2
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Koroner Arter Hastalığının İris Görüntülerinden Yerel İkili Örüntüler ve Yapay Sinir Ağı Kullanılarak Tahmini
2023 · Ferdi ÖZBİLGİN, Çetin KURNAZ · Karadeniz Fen Bilimleri Dergisi · 2
Yazılı Metni Şifreleyip LSB Yöntemi ile Gizleme
2017 · Özbilgin, Ferdi; ONDOKUZ MAYIS ÜNİVERSİTESİ, Durmuş, Fatih; ONDOKUZ MAYIS ÜNİVERSİTESİ, et al. · Düzce Üniversitesi Bilim ve Teknoloji Dergisi · 2
Adaptive Stacking with Locally Calibrated Exogenous Variables for Short-Term Electricity Demand Forecasting in a Sparsely Populated Region
2026 · Fatih Durmuş, Ferdi Özbilgin, et al. · Electronics
Explainable Parkinson’s Disease Prediction from Keystroke Dynamics Using AdaBoost Ensemble Learning
2026 · Ferdi Özbilgin · Balkan Journal of Electrical and Computer Engineering
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EEG-Based ADHD Detection Framework Using Local Pattern Descriptors and Bayesian-Optimized Machine Learning Classifiers
2026 · Ferdi Ozbilgin · IEEE Access
Evaluation of Stripping Test Outcomes Using Artificial Neural Networks: A Comparative Analysis of Image Processing and Expert Assessments
2025 · Kadir Akgöl, Ferdi Özbilgin, et al. · Karadeniz Fen Bilimleri Dergisi
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Average Wind Speed Prediction in Giresun-Kümbet Plateau Region with Artificial Neural Networks
2024 · Ferdi Özbilgin, Hüseyin Çalık, et al. · Balkan Journal of Electrical and Computer Engineering
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Works count: 18
Citation count: 186
H-index: 8
I10-index: 8
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