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Autor(en): 
  • Walker H. Land Jr.
  • J. David Schaffer
  • The Art and Science of Machine Intelligence: With An Innovative Application for Alzheimer’s Detection from Speech 
     

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


    Übersicht

    Auf mobile öffnen
     
    Lieferstatus:   Auf Bestellung (Lieferzeit unbekannt)
    Veröffentlichung:  Juli 2019  
    Genre:  Naturwissensch., Medizin, Technik 
     
    Artificial Intelligence / Automated Pattern Recognition / B / Biomedical engineering / Biomedical Engineering and Bioengineering / Communications Engineering, Networks / Computational Intelligence / Computational Linguistics / Digital and Analog Signal Processing / Electrical Engineering / engineering / Image processing / Imaging systems & technology / pattern recognition / Signal Processing / Signal, Image and Speech Processing / Speech processing systems
    ISBN:  9783030184957 
    EAN-Code: 
    9783030184957 
    Verlag:  Springer Nature EN 
    Einband:  Gebunden  
    Sprache:  English  
    Dimensionen:  H 235 mm / B 155 mm / D  
    Gewicht:  606 gr 
    Seiten:  269 
    Illustration:  XXII, 269 p. 140 illus., 72 illus. in color., schwarz-weiss Illustrationen, farbige Illustrationen 
    Bewertung: Titel bewerten / Meinung schreiben
    Inhalt:
    This volume presents several machine intelligence technologies, developed over recent decades, and illustrates how they can be combined in application. One application, the detection of dementia from patterns in speech, is used throughout to illustrate these combinations. This application is a classic stationary pattern detection task, so readers may easily see how these combinations can be applied to other similar tasks. The expositions of the methods are supported by the basic theory they rest upon, and their application is clearly illustrated. The book's goal is to allow readers to select one or more of these methods to quickly apply to their own tasks.

    • Includes a variety of machine intelligent technologies and illustrates how they can work together

    • Shows evolutionary feature subset selection combined with support vector machines and multiple classifiers combined

    • Includes a running case study on intelligent processing relating to Alzheimer's / dementia detection, in addition to several applications of the machine hybrid algorithms 

      



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