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Social Science Research Methods

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UMAP

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4 results in Keywords: UMAP

Social Science Research Methods

Multivariate statistical analysis of data from the PERMA+4 questionnaire “Subjective well-being of an organization’s employees”: Application of dimension reduction and clustering methods

Andrey Smolyanov

Version 1 posted 26 August 2025

80

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by Cambridge Open Engage

A Machine-Learned "Chemical Intuition" to Overcome Spectroscopic Data Scarcity

Cailum M. K. Stienstra, Teun van Wieringen, Liam Hebert, Patrick Thomas, Kas J. Houthuijs, Giel Berden, Jos Oomens, Jonathan Martens, W. Scott Hopkins

Version 1 posted 10 December 2024

492

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1

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by ChemRxiv

A multimodal view at cancerous liver tissue by chemical bioimaging and image segmentation strategies

Katharina Kronenberg, Julia Werner, Marten Seeba, Hennes Rave, Lars Linsen, Katja Steiger, Astrid Jeibmann, Peter Bohrer, Philipp Marius Paprottka, Rickmer Früdd Braren, Fabian Karl Lohöfer, Uwe Karst

Version 1 posted 25 September 2023

785

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1

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by ChemRxiv

Exploring High-Dimensional LA-ICP-TOFMS Data with Uniform Manifold Approximation and Projection (UMAP)

Katharina Kronenberg, Hennes Rave, Nassim Ghaffari-Tabrizi-Wizsy, Danae Nyckees, Matthias Elinkmann, Dalial Freitak, Lars Linsen, Raquel Gonzalez de Vega, David Clases

Version 1 posted 05 June 2025

259

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by ChemRxiv