The Art and Science of Machine Intelligence : With An Innovative Application for Alzheimers Detection from Speech / by Walker H. Land Jr., J. David Schaffer.

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The Art and Science of Machine Intelligence : With An Innovative Application for Alzheimers Detection from Speech / by Walker H. Land Jr., J. David Schaffer.

9783030184964 (electronic book)
303018496X (electronic book)
9783030184957

Cham : Springer, 2020.

English

1 online resource (xxii, 269 pages) : illustrations.

10.1007/978-3-030-18

R859.7.A78

610.28563
621.382

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 books 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 Alzheimers / dementia detection, in addition to several applications of the machine hybrid algorithms.

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