🌐 My Research Journey: Stress and Anxiety Analysis Using Machine Learning 🧠📊
Hello readers! 👋 I'm thrilled to share an exciting milestone in my academic and research journey. I recently had the honor of presenting my research paper titled: 🎓 "Stress and Anxiety Prediction Using Machine Learning: A Benchmark Study of Key Algorithms" 📍 Presented at: IC2TMA – International Conference on Computational Techniques, Tools & Applications 📚 Published in: Panamerican Mathematical Journal (SCOPUS Indexed) 🧐 What’s the Research About? With the world of today being so fast-paced, stress and anxiety are silent epidemics that have affected every single person from all generations. My research delves into the potential of machine learning (ML) to detect and predict such mental health disorders using real-world data. We carried out a benchmark analysis of major ML algorithms to know which models provide the most precise prediction when it comes to detecting stress and anxiety levels based on behavioral and physiological patterns. 🧪 Methodology In th...