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Author

Ferdi Güler

Observed names: Guler, Ferdi, Güler, Ferdi
ORCID: 0009-0008-0425-8101
Observed ORCIDs: 0009-0008-0425-8101, 0009-0009-8598-1920
OpenAlex ID: A5118258763
Thyroid disease classification using generative adversarial networks and Kolmogorov-Arnold network for three-class classification
2025 · Aysel Topşir, Ferdi Güler, et al. · BMC Medical Informatics and Decision Making · 17
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Investigation of Binary and Multiclass Classification Performance of Skin Cancer Images Using Transfer Learning Methods
2025 · Ferdi Güler · Journal of Clinical Practice and Research · 5
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Forecasting the Tobacco Market in Türkiye with Artificial Neural Networks
2025 · Aysel Topşir, Ferdi Güler · Karadeniz Fen Bilimleri Dergisi · 2
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Data and Analysis Files for Explainable Hybrid Multicriteria Decision Support for Application-Specific Biomaterial Screening and Ranking
2026 · Guler, Ferdi, UMMAHAN, TEMEL, et al. · Zenodo (CERN European Organization for Nuclear Research)
A Representation-Based Sum-Product Neural Network for Higgs Boson Event Classification
2026 · Şafak Yasun, Ferdi Güler · Özgür Yayınları eBooks
Robot Controller Architectures for Autonomous and Reactive Robotic Systems
2026 · Batuhan Selamoglu, Ferdi Güler · Özgür Yayınları eBooks
Artificial Intelligence and Machine Learning Models
2026 · Alain Attalie Mwema, Güvenç Arslan, et al. · Özgür Yayınları eBooks
Artificial Intelligence Predictions and Human Perception: Comparing User Trust with Accuracy
2026 · Aynur Körükçüoğlu, Ferdi Güler, et al. · Özgür Yayınları eBooks
Artificial Intelligence Predictions And Human Perception: A Comparison Of User Confidence And Accuracy
2026 · KÖRÜKÇÜOĞLU, Aynur, Guler, Ferdi, et al. · Zenodo (CERN European Organization for Nuclear Research)
Sector Coupling and Transmission Reinforcement in High-renewable Energy Systems
2026 · Selamoglu, Batuhan, Guler, Ferdi · Zenodo (CERN European Organization for Nuclear Research)
A Quantum-Inspired Optimization Framework for Engineering Decision Support Systems
2026 · Guler, Ferdi, Selamoglu, Batuhan · Zenodo (CERN European Organization for Nuclear Research)
Sağlık Verileri Üzerinde Makine Öğrenmesi İle Hastalık Sınıflandırması: Rna-Seq, Tiroid ve Cilt Kanseri Uygulamaları
2026 · Ferdi Güler
WITHDRAWN: An Integrated Deep Learning Framework for Small-Sample Biomedical Data Classification: Explainable Graph Neural Networks with Data Augmentation for RNA sequencing Dataset
2026 · Ferdi Güler, Dinçer Göksülük, et al. · medRxiv
Uygulamalı Veri Madenciliği Algoritmaları Üçüncü Bölüm "Sınıflandırma"
2026 · Topşir, Aysel, Güler, Ferdi, et al. · Zenodo (CERN European Organization for Nuclear Research)
Forecasting Hazelnut Market in Türkiye Using DeepDenT: A Deep Learning-Based Approach
2025 · Ferdi Güler, Aysel Topşir · Ordu Üniversitesi Bilim ve Teknoloji Dergisi
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Quantum-Inspired Optimization for Engineering Decision Aid Systems
2025 · Ferdi Güler · International Conference on Decision Aid Sciences and Applications (DASA)
Graph Neural Networks Reveal Differentially Expressed Genes in Synthetic RNA-Seq (P036)
2025 · Guler, Ferdi, agraz, melih · Zenodo (CERN European Organization for Nuclear Research)
DeepDenT ile Türkiye'de Fındık Piyasasının Tahmini: Derin Öğrenmeye Dayalı Bir Yaklaşım
2025 · Güler, Ferdi, Topşir, Aysel · DergiPark (Istanbul University)
XAI-Enhanced Deep Learning for RNA-Seq Classification: Comparing MLP and KAN (S1284)
2025 · Guler, Ferdi, agraz, melih · Zenodo (CERN European Organization for Nuclear Research)
Disease Classification on Health Data Using Machine Learning: Applications on RNA-Seq, Thyroid, and Skin Cancer
2025 · Güler, Ferdi
Classification of RNA Sequence Data Using Machine Learning (S013)
2024 · Guler, Ferdi, agraz, melih · Zenodo (CERN European Organization for Nuclear Research)
Works count: 22
Citation count: 24
H-index: 2
I10-index: 1
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