Please cite both the package and the original articles / software in your publications:

Mouselimis L (2023). nmslibR: Non Metric Space (Approximate) Library. R package version 1.0.7, https://CRAN.R-project.org/package=nmslibR.

Naidan B, Boytsov L, Malkov Y, Frederickson B, Novak D (2014). nmslib: Non-Metric Space Library (NMSLIB). https://github.com/nmslib/nmslib.

Boytsov L, Naidan B (2013). “Engineering Efficient and Effective Non-metric Space Library.” In Brisaboa N, Pedreira O, Zezula P (eds.), Similarity Search and Applications - 6th International Conference, SISAP 2013, Spain, October 2-4, 2013, Proceedings, volume 8199 series Lecture Notes in Computer Science, 280–293. doi:10.1007/978-3-642-41062-8, https://doi.org/10.1007/978-3-642-41062-8.

Malkov Y, Yashunin D (2016). “Efficient and robust approximate nearest neighbor search using Hierarchical Navigable Small World graphs.” CoRR, abs/1603.09320. https://arxiv.org/abs/1603.09320.

Corresponding BibTeX entries:

  @Manual{,
    title = {{nmslibR}: Non Metric Space (Approximate) Library},
    author = {Lampros Mouselimis},
    year = {2023},
    note = {R package version 1.0.7},
    url = {https://CRAN.R-project.org/package=nmslibR},
  }

  @Manual{,
    title = {{nmslib}: Non-Metric Space Library (NMSLIB)},
    author = {B Naidan and L Boytsov and Yu Malkov and B Frederickson
      and D Novak},
    year = {2014},
    url = {https://github.com/nmslib/nmslib},
  }

  @InProceedings{,
    author = {Leonid Boytsov and Bilegsaikhan Naidan},
    editor = {Nieves Brisaboa and Oscar Pedreira and Pavel Zezula},
    title = {Engineering Efficient and Effective Non-metric Space
      Library},
    booktitle = {Similarity Search and Applications - 6th International
      Conference, SISAP 2013, Spain, October 2-4, 2013, Proceedings},
    series = {Lecture Notes in Computer Science},
    volume = {8199},
    pages = {280--293},
    publisher = {Springer},
    year = {2013},
    url = {https://doi.org/10.1007/978-3-642-41062-8},
    doi = {10.1007/978-3-642-41062-8},
  }

  @Article{,
    author = {Yury Malkov and D Yashunin},
    title = {Efficient and robust approximate nearest neighbor search
      using Hierarchical Navigable Small World graphs},
    journal = {CoRR},
    volume = {abs/1603.09320},
    year = {2016},
    url = {https://arxiv.org/abs/1603.09320},
  }