CBA method mentioned in Y. Zhang, C. Yang, K. Huang, M. Jusup, Z. Wang and X. Li, "Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering," in IEEE Transactions on Emerging Topics in Computational Intelligence, doi: 10.1109/TETCI.2020.2997011.
main.m is the main function file of clear observation data mainwwithNoise.m is the main function file of noise polluted observation data.
basic_pursuit_box.m and lasso_box.m are CBM in clear environment and noise environment, respectively.
This is the source code of paper "Heterogeneous networks structure reconstruction via compressive sensing and clustering" please cite
@ARTICLE{9110607,
author={Zhang, Yichi and Yang, Chunhua and Huang, Keke and Jusup, Marko and Wang, Zhen and Li, Xuelong},
journal={IEEE Transactions on Emerging Topics in Computational Intelligence},
title={Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering},
year={2021},
volume={5},
number={6},
pages={920-930},
doi={10.1109/TETCI.2020.2997011}}