111 citations · 129 across the 11 of their papers we have counts for
8 papers · 1 filter
Recurrent Graph Neural Network Algorithm for Unsupervised Network Community Detection
Stanislav Sobolevsky
Network community detection often relies on optimizing partition quality functions, like modularity. This optimization appears to be a complex problem traditionally relying on disc…
Complex network representation through multi-dimensional node projection
Stanislav Sobolevsky
Complex network topology might get pretty complicated challenging many network analysis objectives, such as community detection for example. This however makes common emergent netw…
Inferring hierarchical structure of spatial and generic complex networks through a modeling framework
Stanislav Sobolevsky
Our recent paper [Grauwin et al. Sci. Rep. 7 (2017)] demonstrates that community and hierarchical structure of the networks of human interactions largely determines the least and s…
Optimality Of Community Structure In Complex Networks
Stanislav Sobolevsky, Alexander Belyi, Carlo Ratti
Community detection is one of the pivotal tools for discovering the structure of complex networks. Majority of community detection methods rely on optimization of certain quality f…
Twitter Activity Timeline as a Signature of Urban Neighborhood
Philipp Kats, Cheng Qian, Constantine Kontokosta +1
Modern cities are complex systems, evolving at a fast pace. Thus, many urban planning, political, and economic decisions require a deep and up-to-date understanding of the local co…
Scaling of foreign attractiveness for countries and states
Iva Bojic, Alexander Belyi, Carlo Ratti +1
People's behavior on online social networks, which store geo-tagged information showing where people were or are at the moment, can provide information about their offline life as…