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Machine Learning and Non-Linear Dynamics to the Rescue

Name: Machine Learning and Non-Linear Dynamics to the Rescue
Brand: Scholars' Press
SKU: 07089336
Price: 53.4 EUR
Availability: InStock
Author: Sharad Shandilya
ISBN: 9783639700299

Assessment and Prediction of Cardiovascular Status for Decision-Support during Cardiac Arrest

Sharad Shandilya

Jezik

Engleski

Knjiga Meki uvez

Libristo kod: 07089336

Nakladnici Scholars' Press, studeni 2013

In this book, new methods of feature extraction, feature selection, stochastic data characterization... Cijeli opis

Libristo kod: 07089336

129 b

53.40 €

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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.