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Found 7 papers, 2 papers with code
Infomap Bioregions 2 - Exploring the interplay between biogeography and evolution
We also introduce a way to segregate the connections between evolutionary branches at a selected time to enable exploration of overlapping evolutionarily distinct regions.
Module-based regularization improves Gaussian graphical models when observing noisy data
The researchers often represent inferred relations using Gaussian graphical models, requiring regularization to sparsify the models.
Exploring the solution landscape enables more reliable network community detection
To understand how a complex system is organized and functions, researchers often identify communities in the system's network of interactions.
Physics and Society Social and Information Networks
Mapping higher-order network flows in memory and multilayer networks with Infomap
Comprehending complex systems by simplifying and highlighting important dynamical patterns requires modeling and mapping higher-order network flows.
The many facets of community detection in complex networks
Community detection, the decomposition of a graph into essential building blocks, has been a core research topic in network science over the past years.
Social and Information Networks Data Analysis, Statistics and Probability Physics and Society
Modeling sequences and temporal networks with dynamic community structures
In evolving complex systems such as air traffic and social organizations, collective effects emerge from their many components' dynamic interactions.
Comparing network covers using mutual information
With partitions, our extended process behaves exactly as the conventional approach for partitions, and thus, the mutual information values obtained are the same.
Mathematical Physics Information Theory Information Theory Mathematical Physics Data Analysis, Statistics and Probability
