Field dossier · from the corpus

Nonlinear dimensionality reduction

0predicted collisions

Where this field is predicted to collide

No open collisions on this field in the current run.

Most cited work

UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction

20187,625 citationsDOI ↗

Dimensionality reduction for visualizing single-cell data using UMAP

20185,855 citationsDOI ↗

Signals

2

Papers · in corpus

13k

Citations · corpus total

0.0%

Recent share · since 2024

2018–2018

Span · publication years

Who is doing the work

Agency for Science, Technology and ResearchSG2
Fred Hutch Cancer CenterUS2
Singapore Immunology NetworkSG2
Medical Research CouncilGB1
Broad InstituteUS1
Boston Children's HospitalUS1
Howard Hughes Medical InstituteUS1
Harvard UniversityUS1

Most published researchers

Leland McInnes2
Immanuel Kwok1
Charles‐Antoine Dutertre1
Florent Ginhoux1
John Healy1
Étienne Becht1

Already lives beside

Fields this one already co-publishes with. A predicted collision is a departure from this neighbourhood, not an extension of it.

Reduction (mathematics)2 Dimensionality reduction2 Dimension (graph theory)1 Topology (electrical circuits)1 Benchmarking1 Curse of dimensionality1 Visualization1 Manifold (fluid mechanics)1 Sufficient dimension reduction1 Projection (relational algebra)1

Nonlinear dimensionality reduction · Raz0r Prism