Concepedia

Leland McInnes

LM

Statistics

Publications

10

Citations

26K

H-Index

10

Active since

2017

Affiliations

University of California San Diego(Current)

Leland McInnes is an author at University of California San Diego specializing in computing, dimensionality reduction, and computer science.

Publications per year

2017–2024

10

Publications

10

UMAP: Uniform Manifold Approximation and Projection

Leland McInnes, John Healy, Nathaniel Saul et al. · The Journal of Open Source Software · 2018 · 9.6K citations · Full text

Computing, Computer Science, Data Visualization +12

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Leland McInnes, John J. Healy · arXiv (Cornell University) · 2018 · 7.5K citations · Full text

Computing, Computer Science, Computational Geometry +11

Dimensionality reduction for visualizing single-cell data using UMAP

Étienne Becht, Leland McInnes, John Healy et al. · Nature Biotechnology · 2018 · 5.8K citations

Computing, Cell Biology, Visualization +12

hdbscan: Hierarchical density based clustering

Leland McInnes, John Healy, Steve Astels · The Journal of Open Source Software · 2017 · 2.7K citations · Full text

Computing, Computer Science, Data Mining +9

Uniform manifold approximation and projection

John Healy, Leland McInnes · Nature Reviews Methods Primers · 2024 · 263 citations

Computing, Computer Science, Computational Geometry +9

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