ZONGULDAK BULENT ECEVIT UNIVERSITY
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International Articles
SCI-Expanded
Gallstone Status Classification Using Adaptive Performance-Diversity Hybrid Ensemble with Pareto-Based Multi-Objective Selection (APDHE-Pareto)

ŞENYER YAPICI İREM
Biomedicines Volume 14 issue 10 | 2026

SCI-Expanded
Machine Learning-Based Multiclass Classification of Hb E Carrier Status and Thalassemia-Related Hematological Profiles Using Routine Complete Blood Count Parameters

BASANÇELEBİ MERT, ŞENYER YAPICI İREM , UZUN ARSLAN RUKİYE
Bioengineering Volume 13 issue 10 | 2026

SCI-Expanded
Machine Learning-Based Multiclass Classification of Hb E Carrier Status and Thalassemia-Related Hematological Profiles Using Routine Complete Blood Count Parameters

BASANÇELEBİ MERT, ŞENYER YAPICI İREM, UZUN ARSLAN RUKİYE
Bioengineering Volume 13 issue 10 | 2026

SCI-Expanded
Interpretable Machine Learning for Monthly Mean Air Temperature Modeling Under Correlated Meteorological Predictors: A Single-Station Case Study in Zonguldak, Türkiye

UZUN ARSLAN RUKİYE, ŞENYER YAPICI İREM , AKSOY BERNA
Sustainability Volume 18 issue 16 | 2026

ESCI
Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimer's and Frontotemporal Dementia

BASANÇELEBİ MERT, NARİN ALİ, ŞENYER YAPICI İREM
Gazi University Journal of Science Volume 39 issue 2 | 2026

SCI-Expanded
A Novel Method for Reconstruction of Original Images From Extracted Features Using a Combined Wavelet and Regression‐Based Approach

ONUR TUĞBA ÖZGE, ŞENYER YAPICI İREM
International Journal of Imaging Systems and Technology Volume 36 | 2026

ESCI
Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimer's and Frontotemporal Dementia

BASANÇELEBİ MERT , NARİN ALİ, ŞENYER YAPICI İREM
Gazi University Journal of Science Volume 39 issue 2 | 2026

ESCI
Improvement of Machine Learning-Based Diabetes Diagnosis via Resampling Techniques

ŞENYER YAPICI İREM , UZUN ARSLAN RUKİYE, ENGİN MUSTAFA ALPTEKİN
Pamukkale University Journal of Engineering Sciences Volume 32 issue 2 | 2026

SCI-Expanded
Deep Learning-Based Classification of Common Lung Sounds via Auto-Detected Respiratory Cycles

ENGİN MUSTAFA ALPTEKİN, UZUN ARSLAN RUKİYE, ŞENYER YAPICI İREM , ARAS SELİM, GANGAL ALİ
Bioengineering Volume 13 issue 2 | 2026

SCI-Expanded
Deep Learning-Based Classification of Common Lung Sounds via Auto-Detected Respiratory Cycles

ENGİN MUSTAFA ALPTEKİN, UZUN ARSLAN RUKİYE , ŞENYER YAPICI İREM, ARAS SELİM, GANGAL ALİ
Bioengineering Volume 13 issue 2 | 2026

SCI-Expanded
Temperature trend prediction with explainable artificial intelligence and PCA based machine learning: a case study of Zonguldak, Turkey

UZUN ARSLAN RUKİYE, AKSOY BERNA , ŞENYER YAPICI İREM
SCIENTIFIC REPORTS Volume 16 issue 1 | 2026

SCI-Expanded
A Transparent Hybrid Machine Learning and Explainability Approach for Classifying Environmental Attitudes

UZUN ARSLAN RUKİYE, ŞENYER YAPICI İREM , Alkan Fuat
IEEE Access Volume 13 | 2025

SCI-Expanded 1 DOI
Enhanced obesity classification with wavelet packet decomposition and ANN–PSO: a biomedical signal processing approach

UZUN ARSLAN RUKİYE, ERKAYMAZ OKAN, ŞENYER YAPICI İREM , Perc Matjaz
The European Physical Journal Special Topics Volume 2025 issue 234 | 2025

SCI-Expanded 2 DOI
A novel hybrid approach to enhancing obesity prediction

UZUN ARSLAN RUKİYE, ŞENYER YAPICI İREM
The European Physical Journal Special Topics Volume 2025 issue 234 | 2025

SCI-Expanded 1 DOI
Predictive analytics for thyroid cancer recurrence: a feature selection and data balancing approach

ŞENYER YAPICI İREM , UZUN ARSLAN RUKİYE
The European Physical Journal Special Topics Volume 2025 issue 234 | 2025

SCI-Expanded 0
Effects of obesity on time-frequency components of electroretinogram signal using continuous wavelet transform

ERKAYMAZ OKAN, ŞENYER YAPICI İREM, UZUN ARSLAN RUKİYE
Biomedical Signal Processing and Control Volume 66 | 2021

WOS.SCI 6 DOI
A hybrid intelligent classifier to estimate obesity levels based on ERG signals

Yapici, IS , Erkaymaz, O , Uzun, R
PHYSICS LETTERS A Volume 399 | 2021

WOS.SCI 16 DOI
Effects of obesity on time-frequency components of electroretinogram signal using continuous wavelet transform

Erkaymaz, O , Yapici, IS , Uzun, R
BIOMEDICAL SIGNAL PROCESSING AND CONTROL Volume 66 | 2021

ESCI 4
Comparison of Artificial Neural Network and Regression Models to Diagnose of Knee Disorder in Different Postures Using Surface Electromyography

UZUN RUKİYE, ERKAYMAZ OKAN, ŞENYER YAPICI İREM
Gazi University Journal of Science Volume 31 issue 1 | 2018