Название: The Art and Science of Machine Intelligence: With An Innovative Application for Alzheimer’s Detection from Speech Автор: Walker H. Land Jr., J. David Schaffer Издательство: Springer Год: 2020 Формат: true pdf/epub Страниц: 284 Размер: 32.8 Mb Язык: English
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
Bayesian Optimization and Data Science Название: Bayesian Optimization and Data Science (SpringerBriefs in Optimization) Автор: Francesco Archetti, Antonio Candelieri Издательство:...
Machine Learning With Python (2019) Название: Machine Learning With Python Автор: Ajit Singh Издательство: Independently published Год: 2019 Страниц: 137 Язык: английский Формат: pdf...
Digital Signal Processing with Kernel Methods Автор: Josa Luis Rojo-Alvarez Название: Digital Signal Processing with Kernel Methods Издательство: Wiley-IEEE Press Год: 2018 ISBN: 9781118611791...
Навигация
Вход на сайт
Реклама
The Art and Science of Machine Intelligence 
