Patterns revealed through weighted networks: A random matrix theory relation

@article{Sarkar2014PatternsRT,
  title={Patterns revealed through weighted networks: A random matrix theory relation},
  author={Camellia Sarkar and Sarika Jalan},
  journal={ArXiv},
  year={2014},
  volume={abs/1407.3345}
}
Despite the tremendous advancements in the field of network theory, very few studies have taken weights in the interactions into consideration that emerge naturally in all real world systems. Using random matrix analysis of a weighted social network, we demonstrate the profound impact of weights in interactions on emerging structural properties. The analysis reveals that randomness existing in particular time frame affects the decisions of individuals rendering them more freedom of choice in… 

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