Visualizing High-Dimensional Data: Advances in the Past Decade

Liu, Shusen, Maljovec, Dan, Wang, Bei, Bremer, Peer-Timo, Pascucci, Valerio·2017·IEEE Transactions on Visualization and Computer Graphics
DOI 10.1109/tvcg.2016.2640960

Cited by (425)

Items 201–300 of 425

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  2. Nasseh method to visualize high-dimensional data
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  3. Bubble-Wall Plot as a Dynamic Analytical Processing Visualization Tool for Developing Visual Warning Systems: a Case Study
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  8. A Methodology for Neural Network Architectural Tuning Using Activation Occurrence Maps
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  10. A Novel Meta-Heuristic Optimization Algorithm in White Blood Cells燙lassification
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  13. Green Chemistry Allometry Test of Microwave-Assisted Synthesis of Transition Metal Nanostructures
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  16. Analyzing Histone Modifications in iPS Cells Using Tiled Binned 3D Scatter Plots
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  19. Temporal scatterplots
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  21. Enhancing Scatter-plots with Start-plots for Visualising Multi-dimensional Data
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  22. Incorporating Texture Information into Dimensionality Reduction for High-Dimensional Images
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  23. Domain-Irrelevant Representation Learning for Unsupervised Domain Generalization.
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  24. Using Machine Learning to Improve Interactive Visualizations for Large Collected Traffic Detector Data
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  26. Data visualization through non linear dimensionality reduction using feature based Ricci flow embedding
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  28. Visualizing the Stability of 2D Point Sets from Dimensionality Reduction Techniques
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  29. q-SNE: Visualizing Data using q-Gaussian Distributed Stochastic Neighbor Embedding
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  31. Evaluation and Selection of Autoencoders for Expressive Dimensionality Reduction of Spatial Ensembles
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  32. Analyzing Histone Modifications Using Tiled Binned Clustering and 3D Scatter Plots
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  33. Decomposition and Visualization of High-Dimensional Data in a Two Dimensional Interface
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  34. Interaktive Big Data Visualisierungen – Potenzial für das Management Reporting
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  36. A visual analytic approach for the identification of ICU patient subpopulations using ICD diagnostic codes
    Daniel Alcaide, Jan A Aerts · 2021 · PeerJ Computer Science
  37. VRGrid: Efficient Transformation of 2D Data into Pixel Grid Layout
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  38. High Dimensional Data Visualization: Advances and Challenges
    Fisseha Gidey, Charles Awono Onana · 2017 · International Journal of Computer Applications
  39. The Visual Analytics Approach for Analyzing Trajectories of Critical Infrastructure Employers
    Evgenia Sergeevna Novikova, Igor Vitalievich Kotenko, Ivan Murenin · 2020 · Energies
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  43. Homology-Preserving Multi-Scale Graph Skeletonization Using Mapper on Graphs
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  44. EBPVis: Visual Analytics of Economic Behavior Patterns in a Virtual Experimental Environment
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  45. A Visual Representation of Engineering Catalogs Using Variational Autoencoders
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  46. Optimizing delivery systems within the e-retail context: a weighted self-organizing map for delivery region partitioning
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  47. GPU accelerated scalable parallel coordinates plots
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  48. Comparing dimensionality reduction techniques for visual analysis of the LSTM hidden activity on multi-dimensional time series modeling
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  50. Establishing a Cooperation Between RadViz and SOM to Improve the Analyst Visual Experience
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  51. A Constrained Randomization Approach to Interactive Visual Data Exploration with Subjective Feedback
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  52. MultiSciView: Multivariate Scientific X-ray Image Visual Exploration with Cross-Data Space Views
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  53. A Gentle Introduction to Feature Learning
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  56. Exploring High‐Dimensional Structure via Axis‐Aligned Decomposition of Linear Projections
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  57. Knowledge‐driven System Simulation for Scenario Analysis in Risk Assessment
    Pietro Turati, Nicola Pedroni, Enrico Zio · 2017
  58. MOG: Mapper on Graphs for Relationship Preserving Clustering
    Mustafa Hajij, Bei Wang, Paul Rosen · 2018 · arXiv (Cornell University)
  59. Measuring phenotypic heterogeneity in isogenic bacterial populations using flow cytometry and Raman spectroscopy
    Cristina García‐Timermans, Peter Rubbens, Jasmine Heyse, Frederiek‐Maarten Kerckhof, Ruben Props, André G. Skirtach, Willem Waegeman, Nico Boon · 2019 · bioRxiv (Cold Spring Harbor Laboratory)
  60. Indy Survey Tool: A framework to unearth correlations in survey data
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  64. Toward More Explainable Nonlinear Dimensionality Reduction: A Feature-Driven Interaction Approach
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  65. Autoencoder-based regularization methods for parametric and inverse projections
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  74. Hyperkinetic movement disorder analysis using multidimensional projections
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  84. Independent and Collaborative Visualization Tool Development
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