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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
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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