Derya Birant

A new approach: semisupervised ordinal classification

2020 · TURKISH JOURNAL OF ELECTRICAL ENGINEERING & COMPUTER SCIENCES

Semisupervised learning is a type of machine learning technique that constructs a classifier by learning from a small collection of labeled samples and a large collection of unlabeled ones. Although some progress has been made …

An Innovative Hybrid Machine Learning Approach for Student Survey Analysis: Random Tree with Ordinal Noise Filtering and Feature Selection (RTONF)

2025 · IEEE Access

Analyzing student survey data using machine learning has become increasingly important for educational institutions aiming to understand the student experience, identify areas for improvement in teaching and curriculum, and make informed decisions to enhance learning …