İrem Şenyer Yapıcı profile image
İrem Şenyer Yapıcı Asst. Prof. Dr. Zonguldak bülent ecevit üniversitesi
Publication 13 Review 24 CrossRef Cited 9 TR Dizin Cited 5
13 Publication
24 Review
9 CrossRef Cited
5 TR Dizin Cited
0000-0003-0655-340X

Research Fields

Machine Learning Algorithms Classification Algorithms Artificial Intelligence

Institution

Zonguldak bülent ecevit üniversitesi

Publications

Multiclassification of Hb E Carrier Status and Thalassaemia Patterns Based on Routine Complete Blood Counts Using Ensemble Learning
Authors: Mert Basancelebi , Rukiye Uzun Arslan , İrem Şenyer Yapıcı
Published: 2026 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1945642
FAVORITE 0 TOTAL DOWNLOAD COUNT 58

0

58

Classification of Neurodegenerative Diseases Using Machine Learning: An Approach Focused on Alzheimer's and Frontotemporal Dementia
Authors: Mert Basancelebi , Ali Narin , İrem Şenyer Yapıcı
Published: 2026 , Gazi University Journal of Science
DOI: 10.35378/gujs.1699476
FAVORITE 0 TOTAL DOWNLOAD COUNT 701

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701

Improvement of machine learning-based diabetes diagnosis via resampling techniques
Authors: İrem Şenyer Yapıcı , Rukiye Arslan , Mustafa Alptekin Engin
Published: 2026 , Pamukkale University Journal of Engineering Sciences
DOI: 10.5505/pajes.2025.52882
FAVORITE 0 TOTAL DOWNLOAD COUNT 616

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616

The Impact of Stacking Models and Hyperparameter Optimization on the Prediction of Suspended Solid Concentration: A Case Study of Filyos Stream
Authors: Rukiye Uzun Arslan , Berna Aksoy , İrem Şenyer Yapıcı
Published: 2025 , Karaelmas Science and Engineering Journal
DOI: 10.7212/karaelmasfen.1655059
FAVORITE 0 TOTAL DOWNLOAD COUNT 360

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360

Feature Selection and Evaluation of Model Performance in Environmental Attitude Classification
Authors: Rukiye Uzun Arslan , İrem Şenyer Yapıcı , Fuat Alkan
Published: 2025 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1660516
FAVORITE 0 TOTAL DOWNLOAD COUNT 470

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470

Predicting Individuals' Environmental Attitudes Using Machine Learning: Comparison of Algorithm Performances with ANOVA and Chi-Square-Based Feature
Authors: Rukiye Uzun Arslan , İrem Şenyer Yapıcı , Fuat Alkan
Published: 2025 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 372

0

372

A COMPREHENSIVE COMPARISON OF THE PERFORMANCE OF CLASSIFICATION ALGORITHMS IN DETERMINING DIABETES RISK STATUS
Authors: Rukiye Uzun Arslan , İrem Şenyer Yapıcı , Okan Erkaymaz
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1465177
FAVORITE 0 TOTAL DOWNLOAD COUNT 1109

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1109

A Study of Survival of Patients Diagnosed with Heart Failure Based on Different Sampling Techniques and Different Classifiers
Authors: Rukiye Uzun Arslan , İrem Şenyer Yapıcı
Published: 2024 , EMO Bilimsel Dergi
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 629

0

629

A Machine Learning-Based Decision Support System Design to Predict Maternal Health Risk Groups During Pregnancy
Authors: İrem Şenyer Yapıcı , Rukiye Uzun Arslan
Published: 2024 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1455473
FAVORITE 0 TOTAL DOWNLOAD COUNT 948

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948

Performance analysis of ensemble machine learning methods for predicting survival of patients with heart failure
Authors: İrem Şenyer Yapıcı , Rukiye Uzun Arslan , Okan Erkaymaz
Published: 2024 , Karaelmas Science and Engineering Journal
DOI: 10.7212/karaelmasfen.1429458
FAVORITE 0 TOTAL DOWNLOAD COUNT 1285

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1285

Comparison among Short Time Fourier Transform and Continuous Wavelet Transform Techniques in Flash Erg Signals Processing
Authors: İrem Şenyer Yapıcı , Rukiye Uzun , Okan Erkaymaz
Published: 2020 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.759239
FAVORITE 0 TOTAL DOWNLOAD COUNT 1208

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1208

Comparison of Artificial Neural Network and Regression Models to Diagnose of Knee Disorder in Different Postures Using Surface Electromyography
Authors: Rukiye Uzun , Okan Erkaymaz , İrem Senyer Yapici
Published: 2018 , Gazi University Journal of Science
DOI: -
FAVORITE 0 TOTAL DOWNLOAD COUNT 1861

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1861

Wireless Electrocardiogram
Authors: İrem Şenyer Yapıcı , Rukiye Uzun , Berna Işık
Published: 2018 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.337249
FAVORITE 0 TOTAL DOWNLOAD COUNT 5677

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5677

Articles published in
Black Sea Journal of Engineering and Science
Black Sea Journal of Engineering and Science
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
EMO Bilimsel Dergi
EMO Bilimsel Dergi
Gazi University Journal of Science
Gazi University Journal of Science
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Pamukkale University Journal of Engineering Sciences
Pamukkale University Journal of Engineering Sciences
Editorship
Duzce University Journal of Science and Technology
Duzce University Journal of Science and Technology
Section Editor

Reviews

Akıllı Sistemler Dergisi
Akıllı Sistemler Dergisi
Balkan Journal of Electrical and Computer Engineering
Balkan Journal of Electrical and Computer Engineering
Chaos Theory and Applications
Chaos Theory and Applications
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Erciyes Üniversitesi Fen Bilimleri Enstitüsü Fen Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
Fırat Üniversitesi Mühendislik Bilimleri Dergisi
International Journal of Engineering Approaches
International Journal of Engineering Approaches
Journal of Computer Science and Technologies
Journal of Computer Science and Technologies
Karaelmas Science and Engineering Journal
Karaelmas Science and Engineering Journal
Sakarya University Journal of Science
Sakarya University Journal of Science

Publications

A COMPREHENSIVE COMPARISON OF THE PERFORMANCE OF CLASSIFICATION ALGORITHMS IN DETERMINING DIABETES RISK STATUS
Authors: Rukiye Uzun Arslan , İrem Şenyer Yapıcı , Okan Erkaymaz
Published: 2024 , Kahramanmaras Sutcu Imam University Journal of Engineering Sciences
DOI: 10.17780/ksujes.1465177
CITED 5 FAVORITE 0 TOTAL DOWNLOAD COUNT 1109

5

0

1109

A Machine Learning-Based Decision Support System Design to Predict Maternal Health Risk Groups During Pregnancy
Authors: İrem Şenyer Yapıcı , Rukiye Uzun Arslan
Published: 2024 , Black Sea Journal of Engineering and Science
DOI: 10.34248/bsengineering.1455473
CITED 3 FAVORITE 0 TOTAL DOWNLOAD COUNT 948

3

0

948

Wireless Electrocardiogram
Authors: İrem Şenyer Yapıcı , Rukiye Uzun , Berna Işık
Published: 2018 , Duzce University Journal of Science and Technology
DOI: 10.29130/dubited.337249
CITED 1 FAVORITE 0 TOTAL DOWNLOAD COUNT 5677

1

0

5677

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