Two-stage support vector machines for protein structure and solvent prediction

• المؤلف الرئيسي: Nguyen, Ngoc Minh
• مؤلفون آخرون: Jagath C. Rajapakse
• التنسيق: Theses and Dissertations
• منشور في: 2008
• الموضوعات: DRNTU::Engineering::Computer science and engineering::Computer applications::Life and medical sciences
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/2407

We propose Two-Stage Support Vector Machines (TSSVM) for the prediction of structural properties of amino acid residues, namely, relative solvent accessibilities and protein secondary structure elements. The second stage of TSSVM extends the classical SVM approach to capture the contextual informati...