Research of Hubs Location Method for Weighted Brain Network Based on NoS-FA

Table 2

Experiment results comparison.

(a) Global properties values of the human brain network

Experimental group	Connection strength	Global efficiency	Clustering coefficient
Healthy people	9261.2	224.27	134.74
Siblings	9030.7	214.34	127.25
Patients	8895.3	218.24	122.49

(b) Local properties values of hubs based on weighted betweenness method

Experimental group	Connection strength	Local efficiency	Clustering coefficient
Healthy people	14491	231.57	102.92
Siblings	14188	221.82	99.95
Patients	14170	222.58	98.82

(c) Local properties values of hubs based on the proposed method

Experimental group	Connection strength	Local efficiency	Clustering coefficient
Healthy people	28097	410.74	189.37
Siblings	27142	392.82	181.56
Patients	25365	376.04	173.33