The Topological Weighted Centroid (TWC): A topological approach to the time-space structure of epidemic and pseudo-epidemic processes

被引:10
作者
Buscema, Massimo [1 ,2 ]
Massini, Giulia [1 ]
Sacco, Pier Luigi [3 ,4 ,5 ]
机构
[1] Semeion Res Ctr, Rome, Italy
[2] Univ Colorado Denver, Dept Math & Stat Sci, Denver, CO 80202 USA
[3] IULM Univ Milan, Milan, Italy
[4] Harvard Univ, Cambridge, MA 02138 USA
[5] MetaLAB Harvard, Cambridge, MA USA
关键词
Topological Weighted Centroid; Alpha Point; Alpha; Beta; Gamma; Theta; Iota scalar fields; G IN-OUT; Meta-distance; OUTBREAK; SIMULATIONS; DYNAMICS; REGION; VIRUS;
D O I
10.1016/j.physa.2017.09.050
中图分类号
O4 [物理学];
学科分类号
0702 ;
摘要
This paper offers the first systematic presentation of the topological approach to the analysis of epidemic and pseudo-epidemic spatial processes. We introduce the basic concepts and proofs, at test the approach on a diverse collection of case studies of historically documented epidemic and pseudo-epidemic processes. The approach is found to consistently provide reliable estimates of the structural features of epidemic processes, and to provide useful analytical insights and interpretations of fragmentary pseudo-epidemic processes. Although this analysis has to be regarded as preliminary, we find that the approach's basic tenets are strongly corroborated by this first test and warrant future research in this vein. (C) 2017 Elsevier B.V. All rights reserved.
引用
收藏
页码:582 / 627
页数:46
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