AVPIden: a new scheme for identification and functional prediction of antiviral peptides based on machine learning approaches

Keyphrases

• Machine Learning Approach 100%
• Peptide-based 100%
• Functional Prediction 100%
• Antiviral Peptides 100%
• Virus 40%
• Antiviral Activity 40%
• Virus Families 40%
• Herpes Simplex Virus Type 1 (HSV-1) 20%
• Classification Scheme 20%
• Computational Biology 20%
• Shapley Value 20%
• Antivirus Software 20%
• Novel Therapeutics 20%
• Orthomyxoviridae 20%
• Evaluation Performance 20%
• Functional Activity 20%
• Virus Infection 20%
• Antimicrobial Peptides 20%
• Stage Classification 20%
• Flaviviridae 20%
• Machine Learning Strategies 20%
• Severe Acute Respiratory Syndrome Coronavirus (SARS-CoV) 20%
• Double Stage 20%
• Computer-aided Methods 20%
• Herpesviridae 20%
• Imbalanced Learning 20%
• Peptide Properties 20%
• Retroviridae 20%
• Machine Learning Prediction 20%
• Non-antimicrobial Peptides 20%
• Paramyxoviridae 20%
• Coronaviridae 20%
• Explainable Machine Learning 20%
• HPIV3 20%
• Multiple Descriptors 20%
• Peptide Target 20%

Pharmacology, Toxicology and Pharmaceutical Science

• Antivirus Agent 100%
• Peptide 100%
• Virus 37%
• Polypeptide Antibiotic Agent 25%
• Human Alphaherpesvirus 1 12%
• Virus Infection 12%
• Adenosine Phosphate 12%
• HIV 12%
• Flaviviridae 12%
• Antiviral Activity 12%
• SARS Coronavirus 12%
• Herpesviridae 12%
• Coronaviridae 12%
• Retrovirus 12%
• Orthomyxoviridae 12%
• Feline Immunodeficiency Virus 12%
• Paramyxoviridae 12%