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M

Metin Zontul

Sivas University of Science and Technology

9H-index
53Paper Count
296Citation Count
Published Papers 11
Publication Date
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Predicting Lentil Seed Yield from Agronomic Traits Using a Foundation-Augmented Machine Learning Ensemble
errAgriculture-Basel
IF3.6
err2026-10-12
err0
errOAAI
errOmer Sozen; Ilkay Yelmen; Tolga Karakoy; Metin Zontul; Halit Bakir; Hakan Aydin
errShare
errSave
Explainable Machine Learning for Methylene Blue Removal Under Irradiation: Assessing Nominal Cu-Loading in AC@NiO
errCatalysts
IF4
err2026-09-08
err0
errOAAI
errNesrin Bulut; Metin Zontul; Seda Karateke; Orhan Baytar; Ceren Orak; Sabit Horoz
errShare
errSave
Explainable TabPFN-Based Machine Learning for Single-Plant Yield Estimation and Trait Prioritization in Faba Bean (Vicia faba L.)
errAgronomy-Basel
IF3.4
err2026-08-30
err0
errOAAI
errYeter Çilesiz; İlkay Yelmen; Tolga Karaköy; Halit Bakır; Seda Karateke; Metin Zontul
errShare
errSave
Explainable Artificial Intelligence Assisted Modeling of Malachite Green Adsorption onto SBA-15–Zn–Fe Composite
errMolecules
IF4.6
err2026-08-28
err0
errOAAI
errMemduha Ergüt; Salih Ozbay; Seda Karateke; Metin Zontul
errShare
errSave
Interpretable Machine Learning Approach for Photocatalytic Degradation in Mn-Doped Semiconductors Using Multilayer Perceptron and SHAP Analysis
errCatalysts
IF4
err2026-06-08
err0
errOAAI
errOrhan Baytar; Metin Zontul; Ceren Orak; Seda Karateke; Hakan Aydın; Sabit Horoz
errShare
errSave
Predicting Chickpea Yield Using Artificial Neural Networks with Explainable AI
errAgronomy
IF0
err2026-04-08
err0
errOAAI
errTolga Karakoy; Ilkay Yelmen; Metin Zontul; Fazli Yildirim
errShare
errSave
Interpretable Adaptive Graph Fusion Network for Mortality and Complication Prediction in ICUs
errDiagnostics
IF3.3
err2026-03-03
err0
errOAAI
errMehmet Akif Cifci; Batuhan Öney; Fazli Yildirim; Hülya Yilmaz Başer; Metin Zontul
errShare
errSave
A Hybrid Approach Based on ViT and Capsule Networks for Classification of Agricultural Plant Diseases
errApplied Fruit Science
IF0
err2026-02-06
err3
PREAI
errKavalci Yilmaz, Esra; Adem, Kemal; Zontul, Metin
errShare
errSave
Enhancing GPS Accuracy with Machine Learning: A Comparative Analysis of Algorithms
errTRAITEMENT DU SIGNAL
IF1
err2024-06-26
err0
errOAAI
errZontul, Metin; Ersan, Ziya Gokalp; Yelmen, Ilkay; Cevik, Taner; Anka, Ferzat; Gesoglu, Kevser
errShare
errSave
Automated evaluation of Cr-III coated parts using Mask RCNN and ML methodse
errSURFACE & COATINGS TECHNOLOGY
IF6.1
err2021-09-01
err23
PREAI
errKatirci, Ramazan; Yilmaz, Esra Kavalci; Kaynar, Oguz; Zontul, Metin
errShare
errSave
Application of artificial intelligence neural network modeling to predict the generation of domestic, commercial and construction wastes
errWASTE MANAGEMENT & RESEARCH
IF4.3
err2020-06-25
err54
PREAI
errCoskuner, Gulnur; Jassim, Majeed S.; Zontul, Metin; Karateke, Seda
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
O
Orhan Baytar
H-index: 25 · Papers: 93
T
Tolga Karaköy
H-index: 20 · Papers: 86
H
Hakan Aydın
H-index: 18 · Papers: 76
M
Majeed S. Jassim
H-index: 15 · Papers: 23
O
Oğuz Kaynar
H-index: 15 · Papers: 67
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