README.md

Large scale spectral clustering using sparse representation based on hubness

This repository is for the replication of our published paper Large scale spectral clustering using sparse representation based on hubness on CBDCom 2018.

Algorithm

• LSCH.m
  • localhubs.m
    • hubness.m

Code

See our demo.

Reference

If you find this code useful for your research, please cite

@inproceedings{ye2018large,
  title={Large scale spectral clustering using sparse representation based on hubness},
  author={Ye, Xiucai and Li, Hongmin and Sakurai, Tetsuya and Liu, Zhi},
  booktitle={2018 IEEE SmartWorld, Ubiquitous Intelligence \& Computing, Advanced \& Trusted Computing, Scalable Computing \& Communications, Cloud \& Big Data Computing, Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI)},
  pages={1731--1737},
  year={2018},
  organization={IEEE}
}