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cs.LG2026
A Dual Pipeline Machine Learning Framework for Automated Multi Class Sleep Disorder Screening Using Hybrid Resampling and Ensemble Learning
Md Sultanul Islam Ovi, Muhsina Tarannum Munfa, G. M. M Miftahul Alam Adib +1
Accurate classification of sleep disorders, particularly insomnia and sleep apnea, is important for reducing long term health risks and improving patient quality of life. However,…
cs.LG2025
Protecting Student Mental Health with a Context-Aware Machine Learning Framework for Stress Monitoring
Md Sultanul Islam Ovi, Jamal Hossain, Md Raihan Alam Rahi +1
Student mental health is an increasing concern in academic institutions, where stress can severely impact well-being and academic performance. Traditional assessment methods rely o…