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Community Detection

Regionalisation and cross-region integration. Twin dynamics in the automotive international trade networks

The paper analyses the changes that occurred over 25 years in the geography of trade in automotive parts and components. Using the Infomap multilayer clustering algorithm, we …

Journal
Margherita Russo, Fabrizio Alboni, Jorge Carreto Sanginés, Manlio De Domenico et al.
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Modularity in Multilayer Networks Using Redundancy-Based Resolution and Projection-Based Inter-Layer Coupling

The generalized version of modularity for multilayer networks, a.k.a. multislice modularity, is characterized by two model parameters, namely resolution factor and inter-layer …

Journal
Alessia Amelio, Giuseppe Mangioni, Andrea Tagarelli
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Multilayer Flows in Molecular Networks Identify Biological Modules in the Human Proteome

A variety of complex systems exhibits different types of relationships simultaneously that can be modeled by multiplex networks. A typical problem is to determine the community …

Journal
Giuseppe Mangioni, Giuseppe Jurman, Manlio De Domenico
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Identifying the community structure of the food-trade international multi-network

Achieving international food security requires improved understanding of how international trade networks connect countries around the world through the import-export flows of food …

Journal
Sofia Torreggiani, Giuseppe Mangioni, Michael J Puma, Giorgio Fagiolo
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Evaluating the community partition quality of a network with a genetic programming approach

Although the problem of partition quality evaluation is well-known in literature, most of the traditional approaches involve the application of a model built upon a theoretical …

Conference
Marco Buzzanca, Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri et al.
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Identifying the community structure of the international-trade multi-network

We study the community structure of the multi-network of commodity-specific trade relations among world countries over the 19922003 period. We compare structures across commodities …

Journal
Matteo Barigozzi, Giorgio Fagiolo, Giuseppe Mangioni
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Community Structure in the Multi-network of International Trade

We study the community structure of the multi-network of commodity-specific and aggregate trade relations among world countries over the 1992-2003 period. We compare structures …

Conference
Matteo Barigozzi, Giorgio Fagiolo, Giuseppe Mangioni
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Communities Unfolding in Multislice Networks

Discovering communities in complex networks helps to understand the behaviour of the network. Some works in this promising research area exist, but communities uncovering in …

Conference
Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni
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Extending the definition of modularity to directed graphs with overlapping communities

Complex network topologies present interesting and surprising properties, such as community structures, which can be exploited to optimize communication, to find new efficient and …

Journal
V Nicosia, Giuseppe Mangioni, Vincenza Carchiolo, Michele Malgeri
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Search for overlapped communities by parallel genetic algorithms

In the last decade the broad scope of complex networks has led to a rapid progress. In this area a particular interest has the study of community structures. The analysis of this …

Journal
Vincenza Carchiolo, Alessandro Longheu, Michele Malgeri, Giuseppe Mangioni
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