Name: The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech (en Inglés)
Price: 349027.00 COP
Availability: InStock
Author: Land Jr, Walker H. ; Schaffer, J. David
ISBN: 9783030184988

portada The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech (en Inglés)

The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech (en Inglés)

Formato

Libro Físico

Autor

Walker H. Land Jr

J. David Schaffer

Editorial

Springer

Idioma

Inglés

N° páginas

269

Encuadernación

Tapa Blanda

Dimensiones

23.4 x 15.6 x 1.5 cm

Peso

0.41 kg.

ISBN13

9783030184988

Categorías

Ingeniería biomédica
Ingeniería: general
Biotecnología
Ingeniería de las comunicaciones/las telecomunicaciones

The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech (en Inglés)

Walker H. Land Jr (Autor) · J. David Schaffer (Autor) · Springer · Tapa Blanda

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Reseña del libro "The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech (en Inglés)"

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