Wet and Dry Cough Classification System Using Support Vector Machine and Logistic Regression

• Main Authors: Sean Andrei, P. Co, Madamba, Claudine Anne J., Guico, Ma. Leonora, Galicia, Jan Kevin A
• 格式: text
• 出版: Archīum Ateneo 2023
• 主題: cough classification; logistic regression; support vector machine; wet and dry cough; Biomedical; Electrical and Computer Engineering; Engineering
• 在線閱讀: https://archium.ateneo.edu/ecce-faculty-pubs/147; https://doi.org/10.1109/ICCCE58854.2023.10246105

Dry cough has been recognized as a common symptom of coronavirus respiratory diseases, emphasizing the importance of accurately identifying and classifying cough types to mitigate the spread of the disease. The study employs various acoustic features and a Python-based data processing algorithm to e...