CS-NetRec

Network Reconstruction under Compressive Sensing

This is the implementation of the CS-NetRec framework presented in the paper [1] and [2].

Installation & Usage

• To generate cascades for a network file:

  • Change the directory to Generate Cascades/GenerateCascades and run ./DNS (See DNS usage)

• To Extract Cascade A Matrix & y Vector:

  • Run extractCascMatrix

• To run the optimization:

  • Run CSNetRec

• Make sure to compile the code in repeats1 directory by simply running make.

• Make sure to install NetworkX by running pip install networkx.

References

• [1] P. Siyari, H. R. Rabiee, M. Salehi, M. Eslami. "Network Reconstruction under Compressive Sensing", Proceedings of ASE/IEEE International Conference on Social Informatics, pp. 19-25, IEEE Comp. Soc., Dec. 2012.
• [2] P. Siyari, H. R. Rabiee, M. Salehi, M. Eslami. "Network Reconstruction under Compressive Sensing", ASE Human Journal, Vol. 1, No. 3, pp. 130-143, 2012.