Citation

A formal citation entry will be added here once the software has a DOI, preprint, or publication. Until then, please cite the repository directly.

Software

HS MV Analysis
https://github.com/manuel-kunisch/hs_crs_analysis_gui

If you use this software in published work, please include:

• the repository URL,
• the version or commit hash used,
• the analysis mode (PCA / Random NNMF / Seeded NNMF / Fixed-H NNLS) and main settings.

BibTeX placeholder

@software{hs_mv_analysis,
  author    = {Kunisch, Manuel},
  title     = {{HS MV Analysis}: A GUI for hyperspectral multivariate analysis},
  url       = {https://github.com/manuel-kunisch/hs_crs_analysis_gui},
  year      = {2025},
  note      = {Version X.Y.Z. Replace with actual version and DOI when available.}
}

Replace Version X.Y.Z with the tag or commit you used.

Related references

The multivariate analysis methods implemented in this software draw on the following published work:

1. Lee, D. D. & Seung, H. S. (2001). Algorithms for non-negative matrix factorization. Advances in Neural Information Processing Systems, 13.
2. Paatero, P., Tapper, U., Aalto, P. & Kulmala, M. (1991). Matrix factorization methods for analysing diffusion battery data. Journal of Aerosol Science, 22, S273–S276.

For the CRS/CARS/SRS microscopy context, see the references listed in NNMF and NNLS modes.