rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Data analytics in bioinformatics
    sub title: a machine learning perspective
  name:
    name part: Satpathy, Rabinarayan
    role:
      role term: editor.
  name:
    name part: Choudhury, Tanupriya
    role:
      role term: editor.
  name:
    name part: Satpathy, Suneeta
    role:
      role term: editor.
  name:
    name part: Mohanty, Sachi Nandan
    role:
      role term: editor.
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: nju
    date issued: 2021
    copyright date: 2021
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xxi, 513 pages) : illustrations (some color)
  abstract: "Machine learning techniques are increasingly being used to address problems in computational biology and bioinformatics. Novel machine learning 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. Machine Learning in Bioinformatics compiles recent approaches in machine learning methods and their applications in addressing contemporary problems in bioinformatics approximating classification and prediction of disease, feature selection, dimensionality reduction, gene selection and classification of microarray data and many more"--
  note: edited by Rabinarayan Satpathy, Tanupriya Choudhury, Suneeta Satpathy, Sachi Nandan Mohanty, and Xiaobo Zhang.
  note: Includes bibliographical references and index.
  subject:
    topic: Bioinformatics
  subject:
    topic: Artificial intelligence
    topic: Biological applications
  classification: QH324.25 .D38 2021
  classification: 570.285
  related item:
    title info:
      title: Data analytics in bioinformatics
    origin info:
      publisher: Hoboken, NJ : Wiley-Scrivener, 2021.
      edition: First edition.
    identifier: (DLC) 2021000003
  identifier: 9781119785620
  identifier: 1119785626
  identifier: 9781119785606
  identifier: 111978560X
  identifier: 9781119785613
  identifier: 1119785618
  identifier: 9781119785538
  identifier: 2021000004
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: DLC
    record creation date: 210107
    record change date: 20260214202759.4
    record identifier: in00004687609
    language of cataloging:
      language term: eng