<p>The best results w.r.t. various quality metrics when compared with the ground truth communities for each benchmark network is highlighted.</p
<p>(a) Comparison on LFR networks with small mixing parameter and small communities; (b) Comparison ...
Hierarchy is a network property that identifies the organisation and importance of network elements....
*<p>the bold data marked with an asterisk (*) is the best value of each evaluation on the dataset fo...
<p>The best results are highlighted and ‘-’ is used in of absence of available partitions.</p
<p>Infohiermap<sup>1<i>st</i></sup> and Infohiermap<sup>2<i>nd</i></sup> represent the first-level a...
<p>X-axis indicates the mixing parameter, and the Y-axis indicates the normalized mutual information...
<p>X-axis indicates the mixing parameter, and the Y-axis indicates the normalized mutual information...
<p>The number of clusters close to the actual number, the best and second best results are highlight...
<p>Figures A–D show how well the algorithm reveals the three-level organization of the hierarchical ...
<p>The classification performance is compared between the four-layer network features in Method I an...
<p>a) Comparison of the accuracy obtained by the proposed method (left side) and the classical netwo...
<p>For each of the 15 networks of the DREAM5 SYSGEN A challenge (5 for each sample size), the perfor...
<p>The parameters of the graphs are: network size , average degree , maximum degree , community size...
Overview Notions of community quality underlie the clustering of networks. While studies surrounding...
w<p>Weighted links.</p>d<p>Directed links.</p><p>*Dual representation with roads as nodes and inters...
<p>(a) Comparison on LFR networks with small mixing parameter and small communities; (b) Comparison ...
Hierarchy is a network property that identifies the organisation and importance of network elements....
*<p>the bold data marked with an asterisk (*) is the best value of each evaluation on the dataset fo...
<p>The best results are highlighted and ‘-’ is used in of absence of available partitions.</p
<p>Infohiermap<sup>1<i>st</i></sup> and Infohiermap<sup>2<i>nd</i></sup> represent the first-level a...
<p>X-axis indicates the mixing parameter, and the Y-axis indicates the normalized mutual information...
<p>X-axis indicates the mixing parameter, and the Y-axis indicates the normalized mutual information...
<p>The number of clusters close to the actual number, the best and second best results are highlight...
<p>Figures A–D show how well the algorithm reveals the three-level organization of the hierarchical ...
<p>The classification performance is compared between the four-layer network features in Method I an...
<p>a) Comparison of the accuracy obtained by the proposed method (left side) and the classical netwo...
<p>For each of the 15 networks of the DREAM5 SYSGEN A challenge (5 for each sample size), the perfor...
<p>The parameters of the graphs are: network size , average degree , maximum degree , community size...
Overview Notions of community quality underlie the clustering of networks. While studies surrounding...
w<p>Weighted links.</p>d<p>Directed links.</p><p>*Dual representation with roads as nodes and inters...
<p>(a) Comparison on LFR networks with small mixing parameter and small communities; (b) Comparison ...
Hierarchy is a network property that identifies the organisation and importance of network elements....
*<p>the bold data marked with an asterisk (*) is the best value of each evaluation on the dataset fo...
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