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Learning with Uncertainty

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Learning with Uncertainty
  • kr. 469,95
  • Leveringstid Straks (sendes på e-mail)
  • 26%
  1. Beskrivelse

    Learning with uncertainty covers a broad range of scenarios in machine learning, this book mainly focuses on: (1) Decision tree learning with uncertainty, (2) Clustering under uncertainty environment, (3) Active learning based on uncertainty criterion, and (4) Ensemble learning in a framework of uncertainty. The book starts with the introduction to uncertainty including randomness, roughness, fuzziness and non-specificity and then comprehensively discusses a number of key issues in learning with uncertainty, such as uncertainty representation in learning, the influence of uncertainty on the performance of learning system, the heuristic design with uncertainty, etc. Most contents of the book are our research results in recent decades. The purpose of this book is to help the readers to understand the impact of uncertainty on learning processes. It comes with many examples to facilitate understanding. The book can be used as reference book or textbook for researcher fellows, senior undergraduates and postgraduates majored in computer science and technology, applied mathematics, automation, electrical engineering, etc.

    Andre udgaver:

    Bog, hardback
    E-bog, ePub

  2. Yderligere info
    Udgivelsesdato:
    25-11-2016
    Sprog:
    Engelsk
    ISBN13:
    9781498724135
    Sidetal:
    227
    Forlag:
    Crc Press
    Mærkat:
    E-bog, PDF
    Format:
    PDF
  3. Anmeldelser
  4. DRM Beskyttelse
    DRM Beskyttelse

    OBS! E-bogen kan ikke læses på Kindle eller i iBooks. Du kan læse e-bogen på computer, tablet, smartphone og diverse e-bogslæsere. Du skal bruge et specielt læseprogram til din enhed. Læs mere om programmer, sidetal og print af e-bøger her.

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