Missing and spurious interactions and the reconstruction of complex networks.

@article{Guimer2009MissingAS,
  title={Missing and spurious interactions and the reconstruction of complex networks.},
  author={Roger Guimer{\`a} and Marta Sales-Pardo},
  journal={Proceedings of the National Academy of Sciences of the United States of America},
  year={2009},
  volume={106 52},
  pages={
          22073-8
        }
}
Network analysis is currently used in a myriad of contexts, from identifying potential drug targets to predicting the spread of epidemics and designing vaccination strategies and from finding friends to uncovering criminal activity. Despite the promise of the network approach, the reliability of network data is a source of great concern in all fields where complex networks are studied. Here, we present a general mathematical and computational framework to deal with the problem of data… CONTINUE READING

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