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Autor(en): 
  • Statnikov Alexander
  • Constantin F Aliferis
  • Douglas P Hardin
  • Guyon Isabelle
  • Gentle Introduction To Support Vector Machines In Biomedicine, A - Volume 2: Case Studies And Benchmarks 
     

    (Buch)
    Dieser Artikel gilt, aufgrund seiner Grösse, beim Versand als 3 Artikel!


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Mai 2013  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Biomedical engineering / Biomedical engineering / Medical engineering / COMPUTERS / Data Science / Machine Learning / COMPUTERS / Optical Data Processing / machine learning / pattern recognition / TECHNOLOGY & ENGINEERING / Biomedical
    ISBN:  9789814324397 
    EAN-Code: 
    9789814324397 
    Verlag:  World Scientific Publishing 
    Einband:  Gebunden  
    Sprache:  English  
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    Support Vector Machines (SVMs) are among the most important recent developments in pattern recognition and statistical machine learning. They have found a great range of applications in various fields including biology and medicine. However, biomedical researchers often experience difficulties grasping both the theory and applications of these important methods because of lack of technical background. The purpose of this book is to introduce SVMs and their extensions and allow biomedical researchers to understand and apply them in real-life research in a very easy manner. The book is to consist of two volumes: theory and methods (Volume 1) and cases studies (Volume 2).

    The proposed book follows the approach of "programmed learning" whereby material is presented in short sections called "frames." Each frame consists of a very small amount of information to be learned, a multiple choice quiz, and answers to the quiz. The reader can proceed to the next frame only after verifying the correct answers to the current frame.

      



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