Machine Learning and Non-Linear Dynamics to the Rescue: Assessment and Prediction of Cardiovascular Status for Decision-Support during Cardiac Arrest - Softcover

Shandilya, Sharad

 
9783639700299: Machine Learning and Non-Linear Dynamics to the Rescue: Assessment and Prediction of Cardiovascular Status for Decision-Support during Cardiac Arrest
Softcover
ISBN 10: 3639700295 ISBN 13: 9783639700299
Verlag: Scholars' Press, 2013

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Sharad Shandilya has a doctorate in computer science with research interests spanning machine learning, non-linear dynamics and decision theory. He enjoys creating technologies that operate in non-deterministic, non-stationary domains represented by real-world settings with uncertainty abound.

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Verlag
Scholars' Press
Erscheinungsdatum
2013
Sprache
Englisch
ISBN 10 
3639700295
ISBN 13 
9783639700299
Einband
Taschenbuch
Anzahl der Seiten
88
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Fastbook Publishing
customerservice@vdm-vsg.de

Brivibas gatve 197
Riga
1039
Lettland