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Leland McInnes | Researchclopedia

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Leland McInnes

21

Works

25,032

Citations

10

h-index

10

i10-index

Research Topics

Topological and Geometric Data Analysis Advanced Graph Neural Networks Solar and Space Plasma Dynamics

Affiliations

Western University2007–2007

Top Works

UMAP: Uniform Manifold Approximation and Projection

Leland McInnes,John Healy,et al.

20189,143 citations

Advanced Vision and Imaging

3D Shape Modeling and Analysis

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

Leland McInnes,John J. Healy,et al.

20187,418 citations

Dimensionality reduction for visualizing single-cell data using UMAP

Étienne Becht,Leland McInnes,et al.

20185,630 citations

hdbscan: Hierarchical density based clustering

Leland McInnes,John Healy,et al.

20172,487 citations

Uniform manifold approximation and projection

John Healy,Leland McInnes

2024217 citations

Manifold learning of four-dimensional scanning transmission electron microscopy

Xin Li,Ondrej Dyck,et al.

201860 citations

Parametric UMAP Embeddings for Representation and Semisupervised Learning

Tim Sainburg,Leland McInnes,et al.

202146 citations

Parametric UMAP: learning embeddings with deep neural networks for representation and semi-supervised learning

Tim Sainburg,Leland McInnes,et al.

202122 citations

Data-Driven Classification of Coronal Hole and Streamer Belt Solar Wind

Téo Bloch,C. E. J. Watt,et al.

202018 citations