Applying Machine Learning for Automated Classification of Biomedical Data in Subject-Independent Settings

• Main Author: Pham, Thuy T. (Author, http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Series: Springer Theses, Recognizing Outstanding Ph.D. Research,
• Subjects: Biomedical engineering.; Data mining.; Computational intelligence.; Bioinformatics.; Biomedical Engineering and Bioengineering.; Data Mining and Knowledge Discovery.; Computational Intelligence.

This book describes efforts to improve subject-independent automated classification techniques using a better feature extraction method and a more efficient model of classification. It evaluates three popular saliency criteria for feature selection, showing that they share common limitations, includ...