ADAPTIVE DATA ANALYSIS OF COMPLEX FLUCTUATIONS IN PHYSIOLOGIC TIME SERIES-Reference-Cited by-同舟云学术

ADAPTIVE DATA ANALYSIS OF COMPLEX FLUCTUATIONS IN PHYSIOLOGIC TIME SERIES

Published:2009-01 Issue:01 Volume:01 Page:61-70
ISSN:1793-5369
Container-title:Advances in Adaptive Data Analysis
language:en
Short-container-title:Adv. Adapt. Data Anal.

Author:

PENG C.-K.¹,COSTA MADALENA¹,GOLDBERGER ARY L.¹

Affiliation:

1. Margret & H.A. Rey Institute of Nonlinear Dynamics in Physiology and Medicine, Division of Interdisciplinary Medicine and Biotechnology, Beth Israel Deaconess Medical Center, Harvard Medical School, 330 Brookline Ave., Boston, MA 02215, USA

Abstract

We introduce a generic framework of dynamical complexity to understand and quantify fluctuations of physiologic time series. In particular, we discuss the importance of applying adaptive data analysis techniques, such as the empirical mode decomposition algorithm, to address the challenges of nonlinearity and nonstationarity that are typically exhibited in biological fluctuations.

Publisher

World Scientific Pub Co Pte Lt

Subject

Computer Science Applications,Information Systems

Link

https://www.worldscientific.com/doi/pdf/10.1142/S1793536909000035

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