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01/13/2023
Artificial Benchmark for Community Detection with Outliers (ABCD+o)
The Artificial Benchmark for Community Detection graph (ABCD) is a rando...
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10/26/2022
Hypergraph Artificial Benchmark for Community Detection (h-ABCD)
The Artificial Benchmark for Community Detection (ABCD) graph is a recen...
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03/28/2022
Properties and Performance of the ABCDe Random Graph Model with Community Structure
In this paper, we investigate properties and performance of synthetic ra...
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03/03/2022
Modularity of the ABCD Random Graph Model with Community Structure
The Artificial Benchmark for Community Detection (ABCD) graph is a rando...
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12/13/2021
Survey of Generative Methods for Social Media Analysis
This survey draws a broad-stroke, panoramic picture of the State of the ...
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11/30/2021
A Multi-purposed Unsupervised Framework for Comparing Embeddings of Undirected and Directed Graphs
Graph embedding is a transformation of nodes of a network into a set of ...
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02/16/2021
Evaluating Node Embeddings of Complex Networks
Graph embedding is a transformation of nodes of a graph into a set of ve...
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03/19/2019
Ensemble Clustering for Graphs: Comparisons and Applications
We recently proposed a new ensemble clustering algorithm for graphs (ECG...
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09/14/2018
Ensemble Clustering for Graphs
We propose an ensemble clustering algorithm for graphs (ECG), which is b...
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06/29/2018