Akademisyen
MELİH AĞRAZ
DOÇENT
GİRESUN ÜNİVERSİTESİ FEN-EDEBİYAT FAKÜLTESİ VERİ BİLİMİ VE ANALİTİĞİ BÖLÜMÜ
- Ana Dal Fen Bilimleri ve Matematik Temel Alanı
- Yan Dal İstatistik
Kayıtlı çıktılara kısa bakış — ayrıntılar aşağıda.
- Makale 22
- Proje 0
- Kitap 4
- Bildiri 21
- Patent 0
- Sanatsal 0
Scopus (SJR)
Q1
6
Q2
4
Q3
1
Q4
3
WoS (JCR)
Q1
4
Q2
3
Q3
3
Q4
4
TR Index
5
makale
Alan+yıl+tür normalize OpenAlex yüzdelik — Clarivate ESI / SciVal değildir.
Üst %1 makale
1
Üst %10 makale
6
Ort. yüzdelik
71.4%
Üst %1 payı
6.2%
Üst %10 payı
37.5%
Makaleler
YÖKSİS ve OpenAlex kaynak ayrımıyla makaleler; quartile ve TR Index ile daraltabilirsiniz.
Makale listesi
- 2025 Thyroid disease classification using generative adversarial networks and Kolmogorov-Arnold network for three-class classification YÖKSİS SJR Q1 JCR Q2 OpenAlex üst %10 OpenAlex 95.0%
- 2025 Diabetes Development Prediction Using a Hybrid Model Combining Dendritic Artificial Neuron Model and Logistic Regression YÖKSİS TR Index SJR Q4 JCR Q4 OpenAlex üst %10 OpenAlex 95.9%
- 2024 Semi-Supervised Machine Learning Approaches for Thyroid Disease Prediction and its Integration With the Internet of Everything YÖKSİS SJR Q2 JCR Q3 OpenAlex üst %10 OpenAlex 92.2%
- 2024 Enhancing severe hypoglycemia prediction in type 2 diabetes mellitus through multi-view co-training machine learning model for imbalanced dataset YÖKSİS SJR Q1 JCR Q1 OpenAlex üst %10 OpenAlex 92.1%
- 2024 Evaluating single multiplicative neuron models in physics-informed neural networks for differential equations YÖKSİS SJR Q1 JCR Q1 OpenAlex 76.7%
- 2024 ML-GAP: machine learning-enhanced genomic analysis pipeline using autoencoders and data augmentation YÖKSİS SJR Q2 JCR Q2 OpenAlex 82.9%
- 2024 ChatGPT-Enhanced ROC Analysis (CERA): A shiny web tool for finding optimal cutoff points in biomarker analysis YÖKSİS SJR Q1 JCR Q2 OpenAlex 89.9%
- 2024 ADVANCED APPLICATIONS OF PHYSICS-INFORMED NEURAL NETWORKS (PINNS) IN R FOR SOLVING DIFFERENTIAL EQUATIONS YÖKSİS TR Index OpenAlex 16.7%
- 2023 Comparison of Feature Selection Methods in Breast Cancer Microarray Data YÖKSİS TR Index OpenAlex 49.5%
- 2022 Machine learning characterization of a novel panel for metastatic prediction in breast cancer YÖKSİS OpenAlex 10.2%
- 2017 MARS as an alternative approach of Gaussian graphical model for biochemical networks YÖKSİS SJR Q3 JCR Q4 OpenAlex 80.0%
- 2025 Investigation of Binary and Multiclass Classification Performance of Skin Cancer Images Using Transfer Learning Methods YÖKSİS TR Index SJR Q4 JCR Q4 OpenAlex 89.4%
- 2025 Diabetes Development Prediction Using a Hybrid Model Combining Dendritic Artificial Neuron Model and Logistic Regression YÖKSİS TR Index SJR Q4 JCR Q4 OpenAlex üst %10 OpenAlex 95.9%
- 2024 Histogram-Based Feature Selection for Binary Classification YÖKSİS
- 2023 Growth Differentiation Factor 15 (GDF-15) Levels Associated with the Presence and Severity of NAFLD YÖKSİS SJR Q1 JCR Q1 OpenAlex 65.8%
- 2023 Liver biopsy-based validation, confirmation and comparison of the diagnostic performance of established and novel non-invasive steatotic liver disease indexes: Results from a large multi-center study YÖKSİS SJR Q1 JCR Q1 OpenAlex üst %1 OpenAlex 99.4%
- 2022 Machine learning characterization of a novel panel for metastatic prediction in breast cancer YÖKSİS OpenAlex 10.4%
- 2020 Long-tailed graphical model and frequentist inference of the model parameters for biological networks YÖKSİS SJR Q2 JCR Q3
- 2019 Extended Lasso-type MARS Model in the Description of Biological Networks YÖKSİS SJR Q2 JCR Q3
- 2017 Bernstein approximations in glasso based estimation of biological networks YÖKSİS