کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
1861919 1037549 2009 9 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Complex network approach for recurrence analysis of time series
موضوعات مرتبط
مهندسی و علوم پایه فیزیک و نجوم فیزیک و نجوم (عمومی)
پیش نمایش صفحه اول مقاله
Complex network approach for recurrence analysis of time series
چکیده انگلیسی

We propose a novel approach for analysing time series using complex network theory. We identify the recurrence matrix (calculated from time series) with the adjacency matrix of a complex network and apply measures for the characterisation of complex networks to this recurrence matrix. By using the logistic map, we illustrate the potential of these complex network measures for the detection of dynamical transitions. Finally, we apply the proposed approach to a marine palaeo-climate record and identify the subtle changes to the climate regime.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Physics Letters A - Volume 373, Issue 46, 9 November 2009, Pages 4246–4254
نویسندگان
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