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Multi-label classification and features investigation of antimicrobial peptides with various functional classes
Chia Ru Chung
, Jhen Ting Liou,
Li Ching Wu
,
Jorng Tzong Horng
, Tzong Yi Lee
生醫科學與工程學系
資訊工程學系
研究成果
:
雜誌貢獻
›
期刊論文
›
同行評審
4
引文 斯高帕斯(Scopus)
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Keyphrases
Adaptation Techniques
25%
Algorithm Adaptation
25%
Amino Acids
25%
Antimicrobial Peptides
100%
AUC Score
25%
Binary Algorithm
25%
Binary Relevance
25%
Cancer Cells
25%
Cell-to-cell
25%
Class Prediction
25%
Drug-resistant Bacteria
25%
Forward Feature Selection
25%
Functional Class
100%
Fungal Cells
25%
Global Public Health
25%
High Production
25%
Independent Testing
25%
Label-only
100%
Low Risk
25%
Mammalian Cells
25%
Multi-label Classification
100%
Multi-label Classifier
25%
Multidrug-resistant Pathogens
25%
Multiple Functionalities
25%
Production Cost
25%
Sequence Order
25%
Targeted Therapeutics
25%
Testing Data
25%
Therapeutic Potential
25%
Valuable Insight
25%
Virus
25%
Biochemistry, Genetics and Molecular Biology
Amino Acids
25%
Antimicrobial Peptides
100%
Cancer Cell
25%
Feature Extraction
25%
Infectious Agent
50%
Mammalian Cell
25%
Mycovirus
25%
Immunology and Microbiology
Antimicrobial Peptides
100%
Cancer Cell
25%
Feature Extraction
25%
Infectious Agent
50%
Mycovirus
25%
Pharmacology, Toxicology and Pharmaceutical Science
Amino Acid
25%
Infectious Agent
50%
Malignant Neoplasm
25%
Mycovirus
25%
Polypeptide Antibiotic Agent
100%
Food Science
Amino Acid
100%
Nutrition Policy
100%
Material Science
Amino Acids
100%