The Art and Science of Machine Intelligence - With An Innovative Application for Alzheimer's Detection from Speech (Hardcover, 1st ed. 2020)

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

General

Imprint:	Springer Nature Switzerland AG
Country of origin:	Switzerland
Release date:	July 2019
First published:	2020
Authors:	Walker H. Land Jr. • J. David Schaffer
Dimensions:	235 x 155mm (L x W)
Format:	Hardcover
Pages:	269
Edition:	1st ed. 2020
ISBN-13:	978-3-03-018495-7
Categories:	Books > Language & Literature > Language & linguistics > Computational linguistics Books > Medicine > Clinical & internal medicine > Neurology & clinical neurophysiology Books > Medicine > Clinical & internal medicine > Medical diagnosis > General Books > Computing & IT > Applications of computing > Artificial intelligence > General
LSN:	3-03-018495-1
Barcode:	9783030184957

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