\textit{SVM} ensemble based transfer learning for large-scale membrane proteins discrimination

DOI10.1016/j.jtbi.2013.09.007zbMath1411.92082OpenAlexW2062782541WikidataQ42247116 ScholiaQ42247116MaRDI QIDQ2632350

Suyu Mei

Publication date: 14 May 2019

Published in: Journal of Theoretical Biology (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jtbi.2013.09.007

zbMATH Keywords

ensemble learningperformance overestimationprotein subcellular localizationtransfer learninglarge data analysis

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Cell biology (92C37)

Uses Software

• Cell-PLoc
• BaCelLo
• PSI-BLAST
• BLAST
• iLoc-Virus
• Euk-PLoc
• iLoc-Euk
• Plant-mPLoc
• MultiLoc2
• MemLoci
• Gneg-mPLoc
• Euk-mPLoc
• PairProSVM
• MultiLoc

Cites Work

• Unnamed Item
• Gneg-mPLoc: a top-down strategy to enhance the quality of predicting subcellular localization of Gram-negative bacterial proteins
• \textbf{iLoc-Virus}: a multi-label learning classifier for identifying the subcellular localization of virus proteins with both single and multiple sites
• Multi-kernel transfer learning based on Chou's PseAAC formulation for protein submitochondria localization

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