<p>Figures A–D show how well the algorithm reveals the three-level organization of the hierarchical benchmark networks with 10,000 nodes and 100,000 links. The nodes share a fraction of their links with nodes in other coarse-level modules and a fraction of their links with nodes in other fine-level modules. Every data point represents the average value of 100 measures.</p
<p>The best results w.r.t. various quality metrics when compared with the ground truth communities f...
<p>NMI Benchmark by three community detection algorithms comparing with Yang's labeled community str...
In order to clarify the relationship between renormalizable network models and hierarchicalness, we ...
w<p>Weighted links.</p>d<p>Directed links.</p><p>*Dual representation with roads as nodes and inters...
<p>The total number of descriptors equals 919. They belong to 6 different categories which are as fo...
<p>The networks have nodes, coarse-level module sizes between and nodes, and fine-level module si...
<p>The classification performance is compared between the four-layer network features in Method I an...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
<p>The detailed parameters for three different resolutions , , and of the communities detected in ...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
<p>The algorithms for quantifying hierarchy and modularity are described in Methods. The bars below ...
<p>Each graph contains 128 vertices, and each vertex is connected to exactly others. These vertices...
<p>Mean expected value of (red, blue, green, purple, cyan lines, respectively) and limits of bulk d...
<p>a A snapshot of the benchmark with hierarchical community structure and variable node robustness ...
<p>Infohiermap<sup>1<i>st</i></sup> and Infohiermap<sup>2<i>nd</i></sup> represent the first-level a...
<p>The best results w.r.t. various quality metrics when compared with the ground truth communities f...
<p>NMI Benchmark by three community detection algorithms comparing with Yang's labeled community str...
In order to clarify the relationship between renormalizable network models and hierarchicalness, we ...
w<p>Weighted links.</p>d<p>Directed links.</p><p>*Dual representation with roads as nodes and inters...
<p>The total number of descriptors equals 919. They belong to 6 different categories which are as fo...
<p>The networks have nodes, coarse-level module sizes between and nodes, and fine-level module si...
<p>The classification performance is compared between the four-layer network features in Method I an...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
<p>The detailed parameters for three different resolutions , , and of the communities detected in ...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
<p>The algorithms for quantifying hierarchy and modularity are described in Methods. The bars below ...
<p>Each graph contains 128 vertices, and each vertex is connected to exactly others. These vertices...
<p>Mean expected value of (red, blue, green, purple, cyan lines, respectively) and limits of bulk d...
<p>a A snapshot of the benchmark with hierarchical community structure and variable node robustness ...
<p>Infohiermap<sup>1<i>st</i></sup> and Infohiermap<sup>2<i>nd</i></sup> represent the first-level a...
<p>The best results w.r.t. various quality metrics when compared with the ground truth communities f...
<p>NMI Benchmark by three community detection algorithms comparing with Yang's labeled community str...
In order to clarify the relationship between renormalizable network models and hierarchicalness, we ...
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