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Computational Reconstruction of Missing Data in Biological Research

Häftad, Engelska, 2021

AvFeng Bao

699 kr

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In this book, we introduce different types of biological data missing scenarios and propose machine learning models to improve the data analysis, including deep recurrent neural network recovery for feature missings, robust information theoretic learning for label missings and structure-aware rebalancing for minor sample missings.

Produktinformation

  • Utgivningsdatum2021-08-08
  • Mått155 x 235 x 8 mm
  • Vikt201 g
  • FormatHäftad
  • SpråkEngelska
  • SerieSpringer Theses
  • Antal sidor105
  • FörlagSpringer Verlag, Singapore
  • ISBN9789811630637

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