Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025

Articles

Predicting Student Depression Based on Academic, Lifestyle, and Demographic Factors Using Machine Learning

Les Endahti and Jalaludin

Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 195-210

Addressing Class Imbalance in Predicting Student Academic Outcomes: A Comparative Study of Resampling Techniques with Machine Learning Classifiers in Higher Education 

Tri Rochmadi and Anantian Mahendra Tirta Saputra

Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 211-227

Quantifying the Impact: A Regression Analysis of Digital Media Consumption versus Study Habits on Student Academic Performance 

Mei Chen and Lin Tang

Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 228-244

A Comparative Study of Logistic Regression and Random Forest for Predicting Student Adaptability in Embedded Systems Entrepreneurship Education 

Quba Siddique

Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 245-257

Unveiling Educational Archetypes of High Achievers: A K-Prototypes Clustering Analysis of Academic Pathways

Daniel Mashao and Ayorinde Olanipekun

Volume 1 • Issue 3 • 2025 • Regular Issue: September 2025 • 258-270