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Machine Learning for Protein Subcellular Localization Prediction

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Title: Machine Learning for Protein Subcellular Localization Prediction
Description: 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.
Authors: Shibiao Wan, Man-Wai Mak
Resource Type: eBook.
Subjects: Probabilities--Data processing, Artificial intelligence, Proteins--Physiological transport--Data processing, Machine learning, Probabilities
Categories: TECHNOLOGY & ENGINEERING / Signals & Signal Processing, COMPUTERS / Data Science / General, COMPUTERS / Data Science / Data Analytics
Database: eBook Collection (EBSCOhost)
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  – Type: ebook-pdf
  – Type: ebook-epub
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  Availability: 0
Header DbId: nlebk
DbLabel: eBook Collection (EBSCOhost)
An: 999676
RelevancyScore: 1064
AccessLevel: 6
PubType: eBook
PubTypeId: ebook
PreciseRelevancyScore: 1063.91076660156
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  Label: Title
  Group: Ti
  Data: Machine Learning for Protein Subcellular Localization Prediction
– Name: Abstract
  Label: Description
  Group: Ab
  Data: 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.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AR" term="%22Shibiao+Wan%22">Shibiao Wan</searchLink><br /><searchLink fieldCode="AR" term="%22Man-Wai+Mak%22">Man-Wai Mak</searchLink>
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  Data: eBook.
– Name: Subject
  Label: Subjects
  Group: Su
  Data: <searchLink fieldCode="DE" term="%22Probabilities--Data+processing%22">Probabilities--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Artificial+intelligence%22">Artificial intelligence</searchLink><br /><searchLink fieldCode="DE" term="%22Proteins--Physiological+transport--Data+processing%22">Proteins--Physiological transport--Data processing</searchLink><br /><searchLink fieldCode="DE" term="%22Machine+learning%22">Machine learning</searchLink><br /><searchLink fieldCode="DE" term="%22Probabilities%22">Probabilities</searchLink>
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  Data: <searchLink fieldCode="ZK" term="%22TECHNOLOGY+%26+ENGINEERING+%2F+Signals+%26+Signal+Processing%22">TECHNOLOGY & ENGINEERING / Signals & Signal Processing</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+General%22">COMPUTERS / Data Science / General</searchLink><br /><searchLink fieldCode="ZK" term="%22COMPUTERS+%2F+Data+Science+%2F+Data+Analytics%22">COMPUTERS / Data Science / Data Analytics</searchLink>
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RecordInfo BibRecord:
  BibEntity:
    Classifications:
      – Code: 572.696
        Scheme: ddc
        Type: prePub
    Languages:
      – Code: eng
        Text: English
    Subjects:
      – SubjectFull: Probabilities--Data processing
        Type: general
      – SubjectFull: Artificial intelligence
        Type: general
      – SubjectFull: Proteins--Physiological transport--Data processing
        Type: general
      – SubjectFull: Machine learning
        Type: general
      – SubjectFull: Probabilities
        Type: general
    Titles:
      – TitleFull: Machine Learning for Protein Subcellular Localization Prediction
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Shibiao Wan
      – PersonEntity:
          Name:
            NameFull: Man-Wai Mak
      – PersonEntity:
          Name:
            NameFull: Shibiao Wan
      – PersonEntity:
          Name:
            NameFull: Man-Wai Mak
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 01
              M: 01
              Type: published
              Y: 2015
            – D: 04
              M: 04
              Type: profile
              Y: 2018
          Identifiers:
            – Type: isbn-print
              Value: 9781501510489
            – Type: isbn-electronic
              Value: 9781501501500
            – Type: isbn-electronic
              Value: 9781501501524
            – Type: isbn-electronic
              Value: 9781501501517
          Titles:
            – TitleFull: Machine Learning for Protein Subcellular Localization Prediction
              Type: main
ResultId 1