Concepedia

Visualizing Structure and Transitions for Biological Data Exploration

Kevin R. Moon, David van Dijk, Zheng Wang, Daniel B. Burkhardt, William S. Chen, Kristina Yim, Antonia van den Elzen, Matthew Hirn, Ronald R. Coifman, Natalia Ivanova,

SSRN Electronic Journal · 2018 · 24 citations · 79 references

Open access

Concepts

ComputingBiologyVisualizationData VisualizationInformation VisualizationScientific VisualizationCluster VisualizationHigh-dimensional Data VisualizationSingle-cell Data VisualizationSingle-cell Rna Sequencing AnalysisSingle-cell VisualizationTree VisualizationEmergent StructureHigh-dimensional Data ClusteringSingle-cell Rna Sequencing

References

79

Visualizing Data using t-SNE

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

Computing, Data Science, Visualization +13

Induction of Pluripotent Stem Cells from Mouse Embryonic and Adult Fibroblast Cultures by Defined Factors

Kazutoshi Takahashi, Shinya Yamanaka · Cell · 2006 · 26.5K citations · Full text

Life Sciences, Cell Biology, Developmental Biology +16

On Information and Sufficiency

S. Kullback, R. A. Leibler · The Annals of Mathematical Statistics · 1951 · 20K citations · Full text

Social Sciences, Economics, Information Theory +6

An integrated encyclopedia of DNA elements in the human genome

Nature · 2012 · 19.4K citations · Full text

Life Sciences, Genetics, Molecular Genetics +16

Nonlinear Dimensionality Reduction by Locally Linear Embedding

Sam T. Roweis, Lawrence K. Saul · Science · 2000 · 15K citations

Computing, Computer Science, Data Visualization +15