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§00 · paper shelf

Paper shelf.

The papers I read for my capstone on predicting student stress with machine learning. Two ways in: a timeline of when they were published, or grouped by publisher.

20265 papers
  • Leveraging Machine Learning to Foresee Students’ Stress, Anxiety, and Depression in the COVID-19 Environment

    Karmakar, Sarkar, Chatterjee et al. · Journal of The Institution of Engineers (India): Series B · Journal article
  • An explainable machine learning framework for academic stress classification among university students: a comparative multi-dataset study with ablation analysis and statistical significance testing

    Omarbekova, Nazyrova, Bekmanova et al. · Frontiers in Computer Science · Journal article
  • Students’ stress prediction and explainable analysis based on improved decision trees

    Liu, Yu · Frontiers in Psychology · Journal article
  • Predicting Mental Stress Levels Among Students Using Machine Learning and Academic Data

    Shekhar, Kumar · SSRN preprint · Preprint
  • AI-Based Mental Health Risk Prediction System for University Students

    Kale · SSRN preprint · Preprint
PythonPyTorchNumPyTransformersRAGDQNLSTMXGBoostSQLC++DockerSeleniumGitClaudeFoundryMatplotlibPythonPyTorchNumPyTransformersRAGDQNLSTMXGBoostSQLC++DockerSeleniumGitClaudeFoundryMatplotlib
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