EventsMOL2NET'22, Conference on Molecular, Biomed., Comput. & Network Science and Engineering, 8th ed.
Event submissions
Published
with-doi10.3390/mol2net-08-13484
This submission belongs to the session 05. NICE.XSM-08: North-Ibero-America Congress on Exp. & Simul. Methods, Valencia, Spain-Miami, USA, 2022 of the event MOL2NET'22, Conference on Molecular, Biomed., Comput. & Network Science and Engineering, 8th ed.
Published date
01 Nov, 2022
Academic Editor
author-avatarHumbert G. Díaz
Citation
Guillermin Agüero-Chapin, Deborah Galpert Cañizares, Dany Domínguez-Pérez, Yovani Marrero-Ponce, Gisselle Pérez-Machado, Marta Teijeira, Agostinho Antunes, <span>Emerging Computational Approaches for Antimicrobial Peptide Discovery</span>, in Proceedings of MOL2NET'22, Conference on Molecular, Biomed., Comput. & Network Science and Engineering, 8th ed., 1 January–15 January 2023, MDPI: Basel, Switzerland, doi: 10.3390/mol2net-08-13484
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Emerging Computational Approaches for Antimicrobial Peptide Discovery

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Guillermin Agüero-Chapin 1,2
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Deborah Galpert Cañizares 3
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Dany Domínguez-Pérez 1
Yovani Marrero-Ponce 4
Gisselle Pérez-Machado 5
Marta Teijeira 6
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Agostinho Antunes 2,7
1. CIMAR/CIIMAR, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Terminal de Cruzeiros do Porto de Leixões, Av. General Norton de Matos s/n 4450-208 Matosinhos, Porto, Portugal.
2. Departamento de Biologia, Faculdade de Ciências, Universidade do Porto, Rua do Campo Alegre, 4169-007 Porto, Portugal
3. Departamento de Ciencias de la Computación, Universidad Central ¨Marta Abreu¨ de Las Villas (UCLV), Santa Clara, 54830, Cuba
4. Universidad San Francisco de Quito (USFQ), 170157 Quito, Ecuador
5. EpiDisease S.L. Spin‐Off of Centro de Investigación Biomédica en Red de Enfermedades Raras (CIBERER). Valencia, España.
6. Departamento de Química Orgánica, Universidade de Vigo, 36310 Vigo, España
7. CIMAR/CIIMAR, Centro Interdisciplinar de Investigação Marinha e Ambiental, Universidade do Porto, Rua dos Bragas, 177, 4050-123 Porto, Portugal
Abstract
Keywords
artificial intelligence
machine learning
AMPs
evolutionary algorithms
molecular descriptors
complex networks
proteogenomics