A graph exploration method for identifying influential spreaders in complex networks

Applied Network Science

Table 3 OSim values (SIR epidemic) in terms of degree centrality and k-core for two maxRD versions: (i) the number of initial seeds is equal to 1% and (ii) the number of initial seeds is equal to 1

		Top-1%		Top-2%		Top-3%		Top-4%		Top-5%
	Seeds	1%	1	1%	1	1%	1	1%	1	1%	1
Degree	D1	0.4683	0.4740	0.6546	0.6596	0.6966	0.6993	0.6802	0.6843	0.6604	0.6699
	D2	0.8756	0.8775	0.9230	0.9210	0.8867	0.8874	0.8965	0.8961	0.8919	0.8921
	D3	0.7013	0.7019	0.6915	0.6878	0.6910	0.6920	0.6672	0.6661	0.6673	0.6724
	D4	0.6212	0.6147	0.6645	0.6599	0.6742	0.6754	0.6704	0.6666	0.6851	0.6827
	D5	0.8834	0.8786	0.9055	0.9019	0.9149	0.9150	0.9178	0.9156	0.9221	0.9202
	D6	0.8099	0.8071	0.8167	0.8179	0.8327	0.8334	0.8321	0.8339	0.8307	0.8330
	D7	0.9112	0.9100	0.9217	0.9201	0.9241	0.9229	0.9286	0.9275	0.9290	0.9282
	D8	0.8897	0.8878	0.9370	0.9357	0.9434	0.9417	0.9425	0.9413	0.9431	0.9425
k-core	D1	0.2732	0.2695	0.6799	0.6656	0.9259	0.9148	0.9768	0.9868	0.8158	0.8763
	D2	0.3665	0.3641	0.5501	0.5015	0.7325	0.6851	0.8543	0.7973	0.9049	0.8990
	D3	0.7565	0.7519	0.8684	0.8682	0.8400	0.8394	0.8139	0.8164	0.7869	0.8101
	D4	0.4175	0.4022	0.6232	0.6042	0.7491	0.7334	0.7398	0.7575	0.7081	0.7194
	D5	0.8604	0.8610	0.9026	0.9008	0.9554	0.9488	0.9565	0.9575	0.9537	0.9576
	D6	0.7397	0.7347	0.9135	0.9100	0.9144	0.9159	0.9062	0.9077	0.8977	0.8998
	D7	0.8801	0.8801	0.9318	0.9307	0.9642	0.9636	0.9700	0.9696	0.9639	0.9662
	D8	0.6826	0.6825	0.9269	0.9268	0.9565	0.9565	0.9587	0.9578	0.9585	0.9584