Academician
MELİH AĞRAZ
Doçent
Giresun Üniversitesi Fen-Edebiyat Fakültesi Veri Bilimi Ve Analitiği Bölümü
- Ana Dal Fen Bilimleri ve Matematik Temel Alanı
- Yan Dal İstatistik
Keywords
YÖKSİS
Citation impact
OpenAlex YÖKSİS articles matched in OpenAlex: 14 + YÖKSİS · co-author record: 4
h-index
7
Percentile in Türkiye: 67
#171 of 881 at their university by h-index
- i10-index
- 6
- Total citations
- 181 Top 28% in Türkiye
- Per article
- 10.1
- FWCI
- 2.26 1.00 = world average
- World top 1%
- 1
- World top 10%
- 5
Most cited articles
- 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
- Thyroid disease classification using generative adversarial networks and Kolmogorov-Arnold network for three-class classification
- MARS as an alternative approach of Gaussian graphical model for biochemical networks
How is this computed?
h-index and citations are computed from the citation counts of this academic’s YÖKSİS articles matched in OpenAlex (not Google Scholar, WoS or Scopus). Unmatched articles are not included. 4 articles (11 citations) tagged with this academic’s YÖK author id in co-authors’ YÖKSİS records count only towards citations, h-index and i10; article counts, percentiles and rankings use their own YÖKSİS list. h-index on the OpenAlex author profile: 6.
Field ranking
YÖKSİS ?-
Main field Fen Bilimleri ve Matematik Temel AlanıPoints rank #5,644/ 11,969 top 47.2% At university #75/ 147Score 13.5 journal 12 · OA add 1.5
- Article rank6,015/11,969
- Scopus rank5,923/11,969
- WoS rank5,787/11,969
- YÖKSİS20
- Scopus13
- WoS13
-
Side field İstatistikPoints rank #171/ 575 top 29.7% At university #6/ 15Score 13.5 journal 12 · OA add 1.5
- Article rank221/575
- Scopus rank167/575
- WoS rank166/575
- YÖKSİS20
- Scopus13
- WoS13
Keyword rankings 3
-
Kw. BiyoistatistikPoints rank #32/ 72 top 44.4% At university #2/ 2Score 13.5 journal 12 · OA add 1.5
-
Kw. Yapay ÖğrenmePoints rank #63/ 266 top 23.7% At university #2/ 2Score 13.5 journal 12 · OA add 1.5
-
Kw. Yapay ZekaPoints rank #746/ 3,214 top 23.2% At university #3/ 11Score 13.5 journal 12 · OA add 1.5
Collaboration network
From the author lists of YÖKSİS publication records. Duplicate records of a work count once; institutions are co-authors’ current YÖKSİS affiliations.
- Co-authors
- 41
- With an akaturk profile
- 7
- Turkish institutions
- 5
- Co-authored works
- %80
Academic co-authors 7
- VİLDA PURUTÇUOĞLU Profesör · Orta Doğu Teknik Üniversitesi 5
- MEHMET FURKAN BURAK Doçent · Demiroğlu Bilim Üniversitesi 3
- DİNÇER GÖKSÜLÜK Doçent · Sakarya Üniversitesi 2
- FERDİ GÜLER Öğretim Görevlisi (ders Vermekle Görevli) · İstanbul Arel Üniversitesi 2
- EREN BAŞ Profesör · Giresun Üniversitesi same university 1
- EROL EĞRİOĞLU Profesör · Giresun Üniversitesi same university 1
- GÜÇKAN YAPAR Profesör · Dokuz Eylül Üniversitesi 1
National collaboration 5 institutions
Within own university1 joint works · Giresun Üniversitesi
- Orta Doğu Teknik Üniversitesi 5 works · 1 academics
- Demiroğlu Bilim Üniversitesi 3 works · 1 academics
- Sakarya Üniversitesi 2 works · 1 academics
- İstanbul Arel Üniversitesi 2 works · 1 academics
- Dokuz Eylül Üniversitesi 1 works · 1 academics
Other co-authors (incl. international) 34
Christos S. Mantzoros 4George Em Karniadakis 3Birol Kuyumcu 2Geltrude Mingrone 2George Papatheodoridis 2Laura Valenzuela-Vallejo 2Yixiang Deng 2ANGELIKI KATSAROUAysel TopşirBum-Rak ChoiChrysoula BoutariE Celeste WelchECESU ÇETİNERNST WITEZGİ AYYILDIZ DEMİRCİGaurav ChoudharyGeorge E. MarkakisJacob GeorgeMargery A. ConnellyMatina KouvariMichail KokkorakisMohammed EslamMu-Yen ChenOrnella VerrastroOrnella VerrastroePavlina ChrysafiPeng ZhangRichard T. ClementsSELMAN DELİLSophia C. MylonakisStergios PolyzosUmut AğyüzValentina Guatibonza-GarciáValentina Guatibonza-García
Authors without an akaturk profile (international researchers, retired or former academics, students, clinicians) are grouped by name spelling; short forms such as “Gulluce M.” join the single full name they match.
Indexes and citation percentiles
?Top 1%1
Top 10%5
Avg · n 14
%74.0
Other counts
Scopus (SJR)
- YÖKSİS rows 13
WoS (JCR)
- YÖKSİS rows 13
Articles
Articles with YÖKSİS and OpenAlex source split; narrow by quartile or TR Index.
Journals with publications
15 journals
- Journal of Statistical Computation and Simulation 2
- Metabolism: Clinical and Experimental 2
- Scientific Reports 2
- ISSN 2148-3043 1
- ISSN 2641-3124 1
- ISSN 2667-4211 1
- ISSN 2687-4555 1
- ISSN 3023-8129 1
- BMC Medical Informatics and Decision Making 1
- Endocrinology Research and Practice 1
- Erciyes Medical Journal (discontinued) 1
- Frontiers in Genetics 1
- International Journal of Interactive Multimedia and Artificial Intelligence 1
- Journal of Applied Statistics 1
- PLOS ONE 1
Narrow down
Article list
- 2025 Thyroid disease classification using generative adversarial networks and Kolmogorov-Arnold network for three-class classification YÖKSİS SJR Q1 JCR Q2 OpenAlex top 10% OpenAlex 95.0%
- 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 top 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 top 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 top 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 Histogram-Based Feature Selection for Binary Classification YÖKSİS
- 2024 ADVANCED APPLICATIONS OF PHYSICS-INFORMED NEURAL NETWORKS (PINNS) IN R FOR SOLVING DIFFERENTIAL EQUATIONS YÖKSİS TR Index OpenAlex 16.7%
- 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 top 1% OpenAlex 99.4%
- 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 10.4%
- 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 MARS as an alternative approach of Gaussian graphical model for biochemical networks YÖKSİS SJR Q3 JCR Q4 OpenAlex 80.0%
- 2017 Bernstein approximations in glasso based estimation of biological networks YÖKSİS
- 2016 Different types of Bernstein operators in inference of Gaussian graphical model YÖKSİS
- 2011 HARRAN BÖLGESİ İÇİN KURAKLIK OPSİYON KONTRAT FİYATI. YÖKSİS