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

By J. David Schaffer and Walker H. Land Jr.

Book Overview

Introduction.- Background for Genetic Algorithms.- Support Vector Machines (SVMs).- The Generalized Regression Neural Network (GRNN) Oracle.- Alzheimer's Disease (AD) Background.- Genetic Algorithm (GA)-SVM Paradigm.- GA-SVM Paradigm Applied to Detecting AD from Speech.- Classical Bayesian Networks (BN) MI Developed Bayesian Networks.- Generalization of MI methods.- Selected research studies.- Conclusion.

• Format: Paperback
• Language: English
• ISBN: 3030184986
• ISBN13: 9783030184988
• Release Date: August 2020
• Publisher: Springer
• Length: 269 Pages
• Weight: 0.91 lbs.
• Dimensions: 0.6" x 6.1" x 9.2"