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: Artificial neural network for software reliability prediction
  name:
    name part: Bisi, Manjubala
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Goyal, Neeraj Kumar
    role:
      role term: author.
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: nju
    date issued: 2017
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource
  abstract: Artificial neural network (ANN) has proven to be a universal approximator for any non-linear continuous function with arbitrary accuracy. This book presents how to apply ANN to measure various software reliability indicators: number of failures in a given time, time between successive failures, fault-prone modules and development efforts. The application of machine learning algorithm i.e. artificial neural networks application in software reliability prediction during testing phase as well as early phases of software development process is presented as well. Applications of artificial neural network for the above purposes are discussed with experimental results in this book so that practitioners can easily use ANN models for predicting software reliability indicators.
  table of contents: Software reliability modelling -- Prediction of cumulative number of software failures -- Prediction of time between successive software failures -- Identification of software fault-prone modules -- Prediction of software development efforts -- Recent trends in software reliability.
  note: by Manjubala Bisi and Neeraj Kumar Goyal.
  note: Includes bibliographical references and index.
  subject:
    topic: Neural networks (Computer science)
  subject:
    topic: Computer software
    topic: Reliability
  subject:
    topic: Neural Networks, Computer
  classification: QA76.87 .B57 2017
  classification: 006.3/2
  related item:
    title info:
      title: Artificial neural network for software reliability prediction
    name:
      name part: Bisi, Manjubala.
    origin info:
      publisher: Hoboken, NJ : John Wiley & Sons ; Beverly, MA : Scrivener Publishing, 2017
    identifier: (DLC) 2017030704
  related item:
    title info:
      title: Performability engineering series
  identifier: 9781119223924
  identifier: 111922392X
  identifier: 9781119223962
  identifier: 1119223962
  identifier: 9781119223931
  identifier: 1119223938
  identifier: 9781119223542
  identifier: 1119223547
  identifier: 2017036419
  identifier: CL0501000088 Safari Books Online
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: DLC
    record creation date: 170731
    record change date: 20260214215756.0
    record identifier: in00004685138
    language of cataloging:
      language term: eng