Publicatii recente
Tag: retele complexe
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Detecting Communities in Networks: a Decentralized Approach Based on Multiagent Reinforcement Learning (2020)
Abstract An important problem in network science is finding relevant community structures in complex networks. A community structure is a partition of the network nodes into clusters or modules, such […]
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Network Analysis Based on Important Node Selection and Community Detection (2021)
Abstract The stability and robustness of a complex network can be significantly improved by determining important nodes and by analyzing their tendency to group into clusters. Several centrality measures for […]
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Validating static call graph-based malware signatures using community detection methods (2021)
Abstract Due to the increasing number of new malware appearing daily, it is impossible to manually inspect each sample. By applying data mining techniques to analyze the program code, we […]
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Network motifs: A key variable in the equation of dynamic flow between macro and micro layers in Complex Networks (2021)
Abstract Complex Networks theory represents a powerful tool to model real-world systems as graphs with non-trivial topological features. Static by their definition, complex networks are limited to be the reflection […]
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Mining network motif discovery by learning techniques (2019)
Abstract Properties of complex networks represent a powerful set of tools that can be used to study the complex behaviour of these systems of interconnections. They can vary from properties […]
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An empirical analysis of the correlation between the motifs frequency and the topological properties of complex networks (2019)
Abstract Complex networks are data structures with great importance in representing real world interactions which surrounds us. While their structures might look chaotic at a first glance, the focus of […]
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Study of connection between articulation points and network motifs in complex networks (2019)
Abstract Complex networks are powerful mechanisms one can use to model real-world networks as topological spaces. The beauty of these structures is provided by the infinite degree of analysis one […]
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Parallel acceleration of subgraph enumeration in the process of network motif detection (2018)
Abstract Network motifs bring a great interest to many fields, because they are a perfect candidate to speed up the applied research in the understanding of complex networks dynamics. One […]
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