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portada The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech
Type
Physical Book
Author
Publisher
Language
English
Pages
269
Format
Paperback
Dimensions
23.4 x 15.6 x 1.5 cm
Weight
0.41 kg.
ISBN13
9783030184988
Categories

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

Walker H. Land Jr (Author) · J. David Schaffer (Author) · Springer · Paperback

The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech - Land Jr, Walker H. ; Schaffer, J. David

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Synopsis "The Art and Science of Machine Intelligence: With an Innovative Application for Alzheimer's Detection from Speech"

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

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