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Network Biology, 2018, 8(4): 144-152
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Article

Network matrix based methods for between-network comparison

WenJun Zhang
School of Life Sciences, Sun Yat-sen University, Guangzhou 510275, China; International Academy of Ecology and Environmental Sciences, Hong Kong

Received 9 August 2018;Accepted 15 October 2018;Published 1 December 2018
IAEES

Abstract
In present article, I introduced some network matrix based methods for comparing and testing between-network difference/similarity, including the methods for interval weights based network matrix, including between-network similarity, randomization test of between-network difference, and statistic test of between-network difference, and the method for Boolean weights based network matrix. In addition, degree change index, weight change index, and eigenvector matrix change index were presented also. Matlab codes of the methods were provided.

Keywords network matrix;network comparison;difference;similarity;algorithms;Matlab.

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