Author

Elif Aktepe

Observed name: Aktepe, Elif

Institution: Afyon Kocatepe University

Observed institution: Afyon Kocatepe University

ORCID: 0000-0002-2375-2040

Observed ORCID: 0000-0002-2375-2040

OpenAlex ID: A5095838778

Machine Learning Approaches for FDM-Based 3D Printing: A Literature Review

2025 · Elif Aktepe, Uçman Ergün · Applied Sciences · 31

Detection of body shape changes in obesity monitoring using image processing techniques

2024 · Uçman Ergün, Elif Aktepe, et al. · Scientific Reports · 7

Effect of dimension reduction with PCA and machine learning algorithms on diabetes diagnosis performance

2024 · Yavuz Bahadir Koca, Elif Aktepe · Turkish Journal of Engineering · 5

Evaluation of Missing Data Imputation Methods and PCA Techniques for Machine Learning Models in Breast Cancer Diagnosis Using WBCD

2024 · Yavuz Bahadir Koca, Elif Aktepe · Türk doğa ve fen dergisi :/Türk doğa ve fen dergisi · 3

PLA ve GERİ DÖNÜŞTÜRÜLMÜŞ PET FİLAMENTLERİNİN 3D FDM BASKIDA BOYUTSAL DOĞRULUK ve GERİÇEKİLME PERFORMANSININ KARŞILAŞTIRILMASI

2024 · Elif Aktepe, Şükriye Aktepe · International Journal of 3D Printing Technologies and Digital Industry · 3

Predicting health, economy, and environmental indicators: a comparative machine learning approach

2026 · Murat Tekbaş, Elif Aktepe · BMC Public Health · 2

FDM 3D Printing Dataset: Printer Type, Materials, Process Parameters, and Tensile, Hardness and Roughness Test Results

2026 · Aktepe, Elif, Ergün, Uçman · Mendeley Data · 2

Optimization of 3D Printing Parameters Using Machine Learning Techniques

2025 · Elif Aktepe, Yavuz Bahadır Koca · EAI/Springer Innovations in Communication and Computing · 2

HMQ-ES-Stack-GBR: A Hybrid Ensemble Learning Model for Mechanical and Physical Quality Prediction in FDM 3D Printing

2026 · Elif Aktepe, Uçman Ergün · Micromachines · 1

Deep Learning Application for Image-Based Defect Detection in 3D Printing Processes

2026 · Elif Aktepe, Uçman Ergün · Journal of Materials and Mechatronics A · 1

Digital Transformation in Healthcare: The Impacts of Artificial Intelligence on Healthcare Services and Health Economics

2026 · Murat Tekbaş, Elif Aktepe · Özgür Yayınları eBooks

Works count: 11

Citation count: 57

H-index: 3

I10-index: 1