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- person_outline Hong-Bin Shen
Publication for Virus-mPLoc
Structural and functional annotation of hypothetical proteins of human adenovirus: prioritizing the novel drug targets
[…] is protein is covalently bound to the viral DNA and acts as a primer for viral genomic replication by DNA strand displacement . Seven software confidently predicted the function of this protein and Virus-PLoc server also confirmed its function by predicting its location in host nucleus. Predicted three-dimensional structure highest C-score − 2.25 (Additional file : Figure S1) was selected and st […]
Multi Label Multi Kernel Transfer Learning for Human Protein Subcellular Localization
[…] conduct two performance estimation experiments: one experiment is overall performance estimation on locative dataset, where multiplex protein is viewed as multiple singlex proteins as Hum-mPLoc 2.0 , Virus-mPLoc , iLoc-Euk , iLoc-Virus and Plant-mPLoc did; the other experiment is multi-labelling estimation for multiplex proteins. The first experiment is similar to traditional supervised learning […]
Imbalanced Multi Modal Multi Label Learning for Subcellular Localization Prediction of Human Proteins with Both Single and Multiple Sites
[…] representation frame by hybridizing the gene ontology, functional domain, and sequential evolutionary information, and several new approaches such as Euk-mPLoc 2.0 , Hum-mPLoc 2.0 , Plant-mPLoc and Virus-mPLoc were proposed. Lee et al. developed a PLPD algorithm by using a density-induced support vector data description (D-SVDD) approach. In , Briesemeister et al. presented an algorithm named […]
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