| Umap: Uniform manifold approximation and projection for dimension reduction L McInnes, J Healy, J Melville arXiv preprint arXiv:1802.03426, 2018 | 16015 | 2018 |
| Dimensionality reduction for visualizing single-cell data using UMAP E Becht, L McInnes, J Healy, CA Dutertre, IWH Kwok, LG Ng, F Ginhoux, ... Nature biotechnology 37 (1), 38-44, 2019 | 4684 | 2019 |
| hdbscan: Hierarchical density based clustering L McInnes, J Healy, S Astels The Journal of Open Source Software 2 (11), 205, 2017 | 2401 | 2017 |
| Accelerated hierarchical density based clustering L McInnes, J Healy 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 33-42, 2017 | 619 | 2017 |
| Parametric UMAP Embeddings for Representation and Semisupervised Learning T Sainburg, L McInnes, TQ Gentner Neural Computation 33 (11), 2881-2907, 2021 | 314 | 2021 |
| Manifold learning of four-dimensional scanning transmission electron microscopy X Li, OE Dyck, MP Oxley, AR Lupini, L McInnes, J Healy, S Jesse, ... npj Computational Materials 5 (1), 5, 2019 | 52 | 2019 |
| Data-driven classification of coronal hole and streamer belt solar wind T Bloch, C Watt, M Owens, L McInnes, AR Macneil Solar Physics 295 (3), 41, 2020 | 22 | 2020 |
| How HDBSCAN Works L McInnes, J Healy, S Astels Hdbscan Docs, 2016 | 20 | 2016 |
| Uniform manifold approximation and projection J Healy, L McInnes Nature Reviews Methods Primers 4 (1), 82, 2024 | 9 | 2024 |
| Comparing Python Clustering Algorithms L McInnes, J Healy, S Astels Hdbscan Docs, 2016 | 8 | 2016 |
| hdbscan Documentation L McInnes, J Healy, S Astels Journal of Open Source Software 8 (1), 2018 | 6 | 2018 |
| Topological methods for unsupervised learning L McInnes Geometric Science of Information: 4th International Conference, GSI 2019 …, 2019 | 5 | 2019 |
| Bridging the Cyber-Analysis Gap: The Democratization of Data Science J Healy, L McInnes, C Weir The Cyber Defense Review 2 (1), 109-118, 2017 | 2 | 2017 |
| Semi-supervised t-SNE using a Bayesian prior based on partial labelling L McInnes, A Fabisch, C Moody, N Travers | 2 | 2016 |
| Improving Mapper's Robustness by Varying Resolution According to Lens-Space Density KD Ruscitti, L McInnes arXiv preprint arXiv:2410.03862, 2024 | | 2024 |
| Towards the Objective Classification of Coronal Hole and Streamer Belt Solar Wind T Bloch, C Watt, MJ Owens, L McInnes, A Macneil AGU Fall Meeting Abstracts 2019, NG31A-0845, 2019 | | 2019 |
| Pro-finite p-adic Lie algebras L McInnes, DM Riley Journal of Algebra 319 (1), 205-234, 2008 | | 2008 |
| Pro-finite Lie rings and p-adic Lie algebras LG McInnes Faculty of Graduate Studies, University of Western Ontario, 2007 | | 2007 |
| Algorithms in Invariant Theory and Quasi-minimal Bracket Expressions: A Thesis Submitted in Partial Fulfilment of the Requirements for the Degree of Master of Science in … L McInnes University of Canterbury, 2000 | | 2000 |
