Author

Nathan Jekel

Indiana University EastORCID 0000-0002-7400-7075Unclaimed ORCID profile · follow to get notified of new preprints

Biology Disciplines

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Bioinformatics· 1

Signature Assays, Organisms & Methods

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Research Focus:dimensionality reduction· 1 Approach:machine learning (classical)· 1 Approach:statistical model· 1

Frequent Co-Authors

Anna KonstorumiD· 1 shared Emily A. VidaliD· 1 shared Reinhard LaubenbacheriD· 1 shared

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2018-2018 · peak 1/yr

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3 top collaborators · 3 mutual co-author links

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1 shared paperBioinformatics

Anna KonstorumORCID

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1 paper

Recent·Most cited

BioinformaticsbioRxivPreprintDec 3, 2018

Comparative Analysis of Linear and Nonlinear Dimension Reduction Techniques on Mass Cytometry Data

Anna Konstorum, Nathan Jekel, Emily A. Vidal, Reinhard Laubenbacher

The paper compares dimension reduction techniques on mass cytometry data, finding t-SNE and Diffusion Maps best for preserving cell relationships and providing informative visualizations.

28 citations

statistical modelmachine learning (classical)

𝕏 PostBluesky