Event submissions
Published
10.3390/APD20symposium-14949 (registering DOI) This submission belongs to the session S2. Database, design and prediction of antimicrobial peptides of the event Antimicrobial Peptides: Yesterday, Today and Tomorrow
Published date
12 Oct, 2023
Academic Editor
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Guangshun WangCitation
Junxi Feng, Mengtao Sun, Weiwei Zhang, Guangshun Wang, Shibiao Wan, SAMP: An Accurate Ensemble Model Based on Proportionalized Split Amino Acid Composition for Identifying Antimicrobial Peptides, in Proceedings of Antimicrobial Peptides: Yesterday, Today and Tomorrow, 1 October–7 October 2023, MDPI: Basel, Switzerland, doi: 10.3390/APD20symposium-14949
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SAMP: An Accurate Ensemble Model Based on Proportionalized Split Amino Acid Composition for Identifying Antimicrobial Peptides
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Junxi Feng 1
Mengtao Sun 2
Weiwei Zhang 3
Guangshun Wang 3
Shibiao Wan 2
1. Department of Biostatistics, Harvard School of Public Health
2. Department of Genetics, Cell Biology and Anatomy, University of Nebraska Medical Center
3. Department of Pathology and Microbiology, University of Nebraska Medical Center
Abstract
Keywords
Antimicrobial peptide prediction
Proportionalized split amino acid composition
Support vector machines
Random projection
Ensemble learning
Poster
Poster.pdf