Machine learning for protein subcellular localization prediction

Shibiao Wan, Man Wai Mak

Research output: Authored / edited bookResearch book or monograph (as author)Academic researchpeer-review

13 Citations (Scopus)

Abstract

Comprehensively covers protein subcellular localization from single-label prediction to multi-label prediction, and includes prediction strategies for virus, plant, and eukaryote species. Three machine learning tools are introduced to improve classification refinement, feature extraction, and dimensionality reduction.
Original languageEnglish
PublisherWalter de Gruyter GmbH
Number of pages192
ISBN (Electronic)9781501501500
ISBN (Print)9781501510489
Publication statusPublished - 19 May 2015

Keywords

  • Bioinformatics
  • Computer Science
  • Proteomics

ASJC Scopus subject areas

  • Engineering(all)
  • Computer Science(all)

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