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Machine Learning and Non-Linear Dynamics to the Rescue
Assessment and Prediction of Cardiovascular Status for Decision-Support during Cardiac Arrest
Language
English
English
Book
Paperback
In this book, new methods of feature extraction, feature selection, stochastic data characterization...
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Libristo code: 07089336
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In this book, new methods of feature extraction, feature selection, stochastic data characterization (modeling), variance reduction, and measures for parametric discrimination are proposed. These methods have implications for data mining (knowledge extraction), machine learning (predictive modeling), and information theory. A novel decision-support system is developed in order to guide intervention during cardiac arrest. The models that form components of this system are built upon knowledge extracted with signal-processing, non-linear dynamic and machine-learning methods.
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About the book
Full name
Machine Learning and Non-Linear Dynamics to the Rescue
Author
Sharad Shandilya
Language
English
English
Binding
Book - Paperback
Date of issue
2013
Number of pages
88
EAN
9783639700299
ISBN
3639700295
Libristo code
07089336
Publishers
Scholars' Press
Weight
141
Dimensions
152 x 229 x 5
Categories
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