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Author

Yavuz Canbay

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Open access Sep 2026

Hybrid Deep Feature Extraction and mRMR-Based Optimization-Assisted Machine Learning Approaches in MRI-Based Brain Tumor Classification

A comparative analysis of machine learning approaches supported by mRMR-based feature selection and hyperparameter optimization for determining the optimal number of features in MRI-based brain tumor classification found the SVM classifier exhibited greater performance relative to other approaches, attaining the best a...

Vahdet Cemil Altun, Yavuz Canbay · 0 citations
Open access Sep 2026

Fresco Printing Defect Detection on Cylindrical Yarn Bobbins with Deep Learning and a New Image Dataset

The increased pace of production lines in Industry 4.0 has rendered manual quality control processes in the printing and packaging industries insufficient. Cylindrical yarn bobbins with fresco printing are particularly important for production tracking and logistics, especially in yarn winding technologies. Nevertheles...

Yavuz Canbay, A. Utku, İlhan Demirel et al. · 0 citations

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