<p>The best results are highlighted and ‘-’ is used in of absence of available partitions.</p
<p>The shape sizes and enclosed numbers indicate the number of networks at that coordinate (an empty...
(left) The density for each layer was calculated as the ratio of the sum of the weights of all conne...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
<p>The best results w.r.t. various quality metrics when compared with the ground truth communities f...
Each model beside the hierarchical ones (HSPC, HSDCPU, HDCPUH) was executed 10 times with MHA with 2...
<p>Community precision, varying <i>g</i>, with <i>n</i> = 1460, 〈<i>k</i>〉 = 20, <i>k</i><sub>max</s...
<p>For each of the 15 networks of the DREAM5 SYSGEN A challenge (5 for each sample size), the perfor...
<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 ...
The AUC results compared with the state-of-the-art methods on 13 real networks.</p
In this paper we present a novel strategy to discover the community structure of (possibly, large) n...
<p>The algorithms for quantifying hierarchy and modularity are described in Methods. The bars below ...
<p>Normalized Mutual Information, varying <i>g</i>, with <i>n</i> = 1460, 〈<i>k</i>〉 = 20, <i>k</i><...
<p>Representing the 2 best levels of hierarchy for Epn network w.r.t. modularity criterion.</p
<p>The classification performance is compared between the four-layer network features in Method I an...
<p>The shape sizes and enclosed numbers indicate the number of networks at that coordinate (an empty...
(left) The density for each layer was calculated as the ratio of the sum of the weights of all conne...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
<p>The best results w.r.t. various quality metrics when compared with the ground truth communities f...
Each model beside the hierarchical ones (HSPC, HSDCPU, HDCPUH) was executed 10 times with MHA with 2...
<p>Community precision, varying <i>g</i>, with <i>n</i> = 1460, 〈<i>k</i>〉 = 20, <i>k</i><sub>max</s...
<p>For each of the 15 networks of the DREAM5 SYSGEN A challenge (5 for each sample size), the perfor...
<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 ...
The AUC results compared with the state-of-the-art methods on 13 real networks.</p
In this paper we present a novel strategy to discover the community structure of (possibly, large) n...
<p>The algorithms for quantifying hierarchy and modularity are described in Methods. The bars below ...
<p>Normalized Mutual Information, varying <i>g</i>, with <i>n</i> = 1460, 〈<i>k</i>〉 = 20, <i>k</i><...
<p>Representing the 2 best levels of hierarchy for Epn network w.r.t. modularity criterion.</p
<p>The classification performance is compared between the four-layer network features in Method I an...
<p>The shape sizes and enclosed numbers indicate the number of networks at that coordinate (an empty...
(left) The density for each layer was calculated as the ratio of the sum of the weights of all conne...
The hierarchical organization in complex networks is investigated from the point of view of nearest ...
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