Please use this identifier to cite or link to this item: http://hdl.handle.net/10397/10789
Title: Recent advances in bridging time series and complex networks
Authors: Li, X
Liu, X
Tse, CK 
Issue Date: 2013
Source: Proceedings - IEEE International Symposium on Circuits and Systems, 2013, 6572388, p. 2505-2508 How to cite?
Abstract: This paper reviews the recent advances in bridging time series analysis and complex network theory. We first introduce the main representative approaches of mapping time series into complex networks with their potential and advantages in applications in a variety of fields, and also report the latest methods to feature complex networks with typical time series after multi-scaling transformation, and to estimate and identify the uncertain connectivity of a complex network. As an example, we show an amplitude-temporal method to fast detect arrhythmia with the indicator of the average degree of associated networks.
Description: 2013 IEEE International Symposium on Circuits and Systems, ISCAS 2013, Beijing, 19-23 May 2013
URI: http://hdl.handle.net/10397/10789
ISBN: 9781467357609
ISSN: 0271-4310
DOI: 10.1109/ISCAS.2013.6572388
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