McInnes, Leland

UMAP: Uniform Manifold Approximation and Projection

McInnes, L., Healy, J., Saul, N., & Großberger, L. (2018) · Journal of Open Source Software

Face and Expression RecognitionTopological and Geometric Data Analysis

Cited by 9,826

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

McInnes, L., Healy, J., & Melville, J. (2018) · arXiv

Face and Expression RecognitionTopological and Geometric Data Analysis

Cited by 7,101

Dimensionality reduction for visualizing single-cell data using UMAP

Becht, E., McInnes, L., Healy, J., Dutertre, C.-A., Kwok, I. W. H., Ng, L. G., Ginhoux, F., & Newell, E. W. (2019) · Nature Biotechnology

Single-cell and spatial transcriptomicsFace and Expression Recognition

Cited by 5,358

hdbscan: Hierarchical density based clustering

McInnes, L., Healy, J., & Astels, S. (2017) · The Journal of Open Source Software

Advanced Clustering Algorithms ResearchBayesian Methods and Mixture Models

Cited by 2,833