/ASC-noisy

Primary LanguageMATLAB

ASC-noisy

DOI Paper Papers with Code

Approximate spectral clustering density-based similarity for noisy datasets

This is an implementation for the following paper:

@article{ALSHAMMARI2019155,
	title = {Approximate spectral clustering density-based similarity for noisy datasets},
	journal = {Pattern Recognition Letters},
	volume = {128},
	pages = {155-161},
	year = {2019},
	doi = {https://doi.org/10.1016/j.patrec.2019.08.020},
	author = {Mashaan Alshammari and Masahiro Takatsuka}
}

How to use:

Run BATCH_Points.m which will execute the following:

  1. PRE_Points.m to load toy data, csv files are the groundtruth labels.
  2. RUN_Points.m to perform spectral clustering with CONN filtering.
  3. POST_Points.m to compute the accuracy of clustering