Visual Data Mining Publications

Publications in Visual Data Mining

Explore the most influential research papers and scholarly works that have shaped Visual Data Mining. Use the concept filter below to focus on a specific sub-area of research.

Visual Data Mining

3.8K

Publications

299.2K

Citations

Showing yearly statistics from 2000-2026.

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	Year	Citations
Visualizing Data using t-SNE Laurens van der Maaten, Geoffrey E. Hinton Journal of Machine Learning Research EngineeringData VisualizationData ExplorationVisualization (Data Visualization)Linear Embedding	2008	35.7K
Silhouettes: A graphical aid to the interpretation and validation of cluster analysis Peter J. Rousseeuw Journal of Computational and Applied Mathematics Cluster ComputingCluster DevelopmentDocument ClusteringEngineeringData Science	1987	19.8K
Dimensionality reduction for visualizing single-cell data using UMAP Étienne Becht, Leland McInnes, John Healy, Nature Biotechnology Interactive VisualizationEngineeringData ScienceData VisualizationManagement	2018	5.5K
The eyes have it: a task by data type taxonomy for information visualizations Ben Shneiderman Data Type TaxonomyData TypesInteractive VisualizationEngineeringInformation Retrieval	2002	4.5K
ClustVis: a web tool for visualizing clustering of multivariate data using Principal Component Analysis and heatmap Tauno Metsalu, Jaak Vilo Nucleic Acids Research Cluster ComputingEngineeringMultivariate DataInteractive Data ExplorationInteractive Visualization	2015	3.8K
The biplot graphic display of matrices with application to principal component analysis K. R. Gabriel Biometrika Interactive VisualizationRank TwoEngineeringData ScienceDisplay Variances	1971	2.8K
An approach for detecting, quantifying, and visualizing the evolution of a research field: A practical application to the Fuzzy Sets Theory field Manuel J. Cobo, A.G. López‐Herrera, Enrique Herrera‐Viedma, Journal of Informetrics Fuzzy LogicEngineeringFuzzy ComputingData ScienceData Mining	2010	2.5K
Accelerating t-SNE using tree-based algorithms Laurens van der Maaten Journal of Machine Learning Research Geometric LearningEngineeringMachine LearningAdvanced ComputingHardware Algorithm	2014	2.4K
Heatmapper: web-enabled heat mapping for all Sasha Babicki, David Arndt, Ana Marcu, Nucleic Acids Research EngineeringInteractive Data ExplorationData VisualizationData ExplorationHeat Map	2016	2.4K
UpSet: Visualization of Intersecting Sets Alexander Lex, Nils Gehlenborg, Hendrik Strobelt, IEEE Transactions on Visualization and Computer Graphics Interactive VisualizationEngineeringData ScienceData MiningNetwork Visualization	2014	2.3K
Variations of Box Plots Robert McGill, John W. Tukey, Wayne A. Larsen The American Statistician Interactive VisualizationCartographyEngineeringGeometryData Science	1978	2.2K
Visual Information Processing Robert L. Solso, William G. Chase The American Journal of Psychology EngineeringVisualization (Graphics)Visual Data MiningComputer ScienceVisual Information Processing	1974	2.1K

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