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Machine Learning In Bioinformatics Details

  • The best price of Machine Learning In Bioinformatics by Jumia in Egypt is 1,320 EGP
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Technical Specifications

SKU:JU030BK1GPL70NAFAMZ
Model:9780470116623
Author:Zhang

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Jumia's Description

  • Format: Hardback -
  • Number of Pages: 456 pages
  • Dimensions: 158 x 236 x 26mm - 780.17g
  • Publication date: 16 Jan 2009
  • Publisher: John Wiley and Sons Ltd
  • Imprint: Wiley-Blackwell

An introduction to machine learning methods and their applications to problems in bioinformatics Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel computational techniques to analyze high throughput data in the form of sequences, gene and protein expressions, pathways, and images are becoming vital for understanding diseases and future drug discovery. Machine learning techniques such as Markov models, support vector machines, neural networks, and graphical models have been successful in analyzing life science data because of their capabilities in handling randomness and uncertainty of data noise and in generalization. From an internationally recognized panel of prominent researchers in the field, Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics.Coverage includes: feature selection for genomic and proteomic data mining...

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