Concepedia

Ten quick tips for effective dimensionality reduction

PLoS Computational Biology · 2019 · 296 citations · 55 references

Open access

Concepts

ComputingData ScienceVisualizationData AnalyticsData VisualizationScientific VisualizationData AnalysisData ReductionDimension ReductionDimensionality ReductionExploratory Data AnalysisFeature ExtractionDimensionality Reduction For Large DataFeature Dimensionality ReductionLatent Feature ModelsRedundant Features

Abstract

DOAJ is a unique and extensive index of diverse open access journals from around the world, driven by a growing community, committed to ensuring quality content is freely available online for everyone.

References

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Life Sciences, Bioinformatics, Biostatistics +15

<tt>edgeR</tt> : a Bioconductor package for differential expression analysis of digital gene expression data

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Life Sciences, Bioinformatics, Biostatistics +14

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

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UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

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THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS

Ronald Aylmer Fisher · Annals of Eugenics · 1936 · 14.7K citations · Full text

Social Sciences, Biology, Biological Anthropology +5