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Graph-theoretic scagnostics
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/9780470316849openalex-snapshot
Multivariate Density Estimation
inferredcites →https://doi.org/10.1007/978-1-4899-3324-9openalex-snapshot
Density Estimation for Statistics and Data Analysis
inferredcites →https://doi.org/10.1007/s00357-003-0004-6openalex-snapshot
Estimating the Cluster Tree of a Density by Analyzing the Minimal Spanning Tree of a Sample
inferredcites →https://doi.org/10.1016/0031-3203(80)90066-7openalex-snapshot
The relative neighbourhood graph of a finite planar set
inferredcites →https://doi.org/10.1016/b978-0-444-87806-9.50013-xopenalex-snapshot
A Framework for Computational Morphology
inferredcites →https://doi.org/10.1016/b978-044482537-7/50010-3openalex-snapshot
Spanning Trees and Spanners
inferredcites →https://doi.org/10.1016/s0167-9473(02)00290-6openalex-snapshot
Effect ordering for data displays
inferredcites →https://doi.org/10.1016/s0734-189x(88)80033-1openalex-snapshot
A survey of the hough transform
inferredcites →https://doi.org/10.1016/s0895-7177(00)00191-6openalex-snapshot
Sphere-of-influence graphs using the sup-norm
inferredcites →https://doi.org/10.1017/s000186780000851xopenalex-snapshot
Extremes for the minimal spanning tree on normally distributed points
inferredcites →https://doi.org/10.1051/aas:1999145openalex-snapshot
The use of minimal spanning tree to characterize the 2D cluster galaxy distribution
inferredcites →https://doi.org/10.1073/pnas.96.12.6745openalex-snapshot
Broad patterns of gene expression revealed by clustering analysis of tumor and normal colon tissues probed by oligonucleotide arrays
inferredcites →https://doi.org/10.1080/00949657508810123openalex-snapshot
Printer graphics for clustering
inferredcites →https://doi.org/10.1093/biomet/58.3.453openalex-snapshot
The Biplot Graphic Display of Matrices with Application to Principal Component Analysis
inferredcites →https://doi.org/10.1109/5.163414openalex-snapshot
Relative neighborhood graphs and their relatives
inferredcites →https://doi.org/10.1109/infvis.2003.1249006openalex-snapshot
Exploring high-D spaces with multiform matrices and small multiples
inferredcites →https://doi.org/10.1109/infvis.2004.15openalex-snapshot
Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering
inferredcites →https://doi.org/10.1109/tit.1983.1056714openalex-snapshot
On the shape of a set of points in the plane
inferredcites →https://doi.org/10.1126/science.290.5500.2323openalex-snapshot
Nonlinear Dimensionality Reduction by Locally Linear Embedding
inferredcites →https://doi.org/10.1137/s0895480192240652openalex-snapshot
Sums of Squares of Edge Lengths and Spacefilling Curve Heuristics for the Traveling Salesman Problem
inferredcites →https://doi.org/10.1162/089976603321780317openalex-snapshot
Laplacian Eigenmaps for Dimensionality Reduction and Data Representation
inferredcites →https://doi.org/10.1214/aop/1176991596openalex-snapshot
Growth Rates of Euclidean Minimal Spanning Trees with Power Weighted Edges
inferredcites →https://doi.org/10.1214/aos/1043351250openalex-snapshot
John W. Tukey's work on interactive graphics
inferredcites →https://doi.org/10.1214/aos/1176346148openalex-snapshot
Graph-Theoretic Measures of Multivariate Association and Prediction
inferredcites →https://doi.org/10.2307/2033241openalex-snapshot
On the Shortest Spanning Subtree of a Graph and the Traveling Salesman Problem
inferredcites →https://doi.org/10.2307/2289444openalex-snapshot
Scatterplot Matrix Techniques for Large N
inferredcites →https://doi.org/10.2307/2346439openalex-snapshot
Minimum Spanning Trees and Single Linkage Cluster Analysis
inferredcites →https://doi.org/10.2307/2412323openalex-snapshot
A New Statistical Approach to Geographic Variation Analysis
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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From High Dimensions to Human Insight: Exploring Dimensionality Reduction for Chemical Space Visualization
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Visualizing statistical models: Removing the blindfold
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Measures in Visualization Space
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Process and Pitfalls in Writing Information Visualization Research Papers
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A review, framework, and R toolkit for exploring, evaluating, and comparing visualization methods
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Hagrid: using Hilbert and Gosper curves to gridify scatterplots
inferred← citeshttps://doi.org/10.1007/s41666-023-00145-2openalex-snapshot
Brain Activity is Influenced by How High Dimensional Data are Represented: An EEG Study of Scatterplot Diagnostic (Scagnostics) Measures
inferred← citeshttps://doi.org/10.1016/j.cag.2016.08.008openalex-snapshot
Depth functions as a quality measure and for steering multidimensional projections
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Temporal evolution of auto-ignition of ethylene and methane jets propagating into a turbulent hot air co-flow vitiated with NO x
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Guiding the exploration of scatter plot data using motif-based interest measures
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The whole and its parts: Visualizing Gaussian mixture models
inferred← citeshttps://doi.org/10.1080/10618600.2012.761140openalex-snapshot
Graphical Criticism: Some Historical Notes
inferred← citeshttps://doi.org/10.1080/10618600.2015.1021926openalex-snapshot
s-CorrPlot: An Interactive Scatterplot for Exploring Correlation
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Anomaly Detection in High-Dimensional Data
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Squintability and Other Metrics for Assessing Projection Pursuit Indexes, and Guiding Optimization Choices
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A new metric on parallel coordinates and its application for high-dimensional data visualization
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JobViewer: Graph-based Visualization for Monitoring High-Performance Computing System
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Guiding the Exploration of Scatter Plot Data Using Motif-Based Interest Measures
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An Extended Scatterplot Selection Technique for Representing Three Numeric Variables
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CloudTraceViz: A Visualization Tool for Tracing Dynamic Usage of Cloud Computing Resources
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Comparative learning signals lead to aligned representations in an infant-inspired visual task
inferred← citeshttps://doi.org/10.1109/icetci61221.2024.10594437openalex-snapshot
Empty Area Matters: Bivariate K-Nearest Neighbor Based Scatterplot Overlap Removal Algorithm
inferred← citeshttps://doi.org/10.1109/ijcnn60899.2024.10651218openalex-snapshot
Saliency-Aware Projection Usability Enhancement for Dimensionality Reduction through Generative Models
inferred← citeshttps://doi.org/10.1109/ismar52148.2021.00054openalex-snapshot
Supporting Iterative Virtual Reality Analytics Design and Evaluation by Systematic Generation of Surrogate Clustered Datasets
inferred← citeshttps://doi.org/10.1109/iv.2013.7openalex-snapshot
Arrangement of Low-Dimensional Parallel Coordinate Plots for High-Dimensional Data Visualization
inferred← citeshttps://doi.org/10.1109/iv.2019.00020openalex-snapshot
A Technique for Selection and Drawing of Scatterplots for Multi-Dimensional Data Visualization
inferred← citeshttps://doi.org/10.1109/iv.2019.00042openalex-snapshot
Gragnostics: Fast, Interpretable Features for Comparing Graphs
inferred← citeshttps://doi.org/10.1109/mcg.2021.3098804openalex-snapshot
Visual Clustering Factors in Scatterplots
inferred← citeshttps://doi.org/10.1109/pacificvis.2014.42openalex-snapshot
ScagExplorer: Exploring Scatterplots by Their Scagnostics
inferred← citeshttps://doi.org/10.1109/pacificvis.2016.7465244openalex-snapshot
SepMe: 2002 New visual separation measures
inferred← citeshttps://doi.org/10.1109/pacificvis.2017.8031603openalex-snapshot
BioLinker: Bottom-up exploration of protein interaction networks
inferred← citeshttps://doi.org/10.1109/tkde.2021.3094236openalex-snapshot
ChartNavigator: An Interactive Pattern Identification and Annotation Framework for Charts
inferred← citeshttps://doi.org/10.1109/trex57753.2022.00007openalex-snapshot
Kicking Analysts Out of the Meeting Room: Supporting Future Data-driven Decision Making with Intelligent Interactive Visualization Systems
inferred← citeshttps://doi.org/10.1109/tvcg.2006.94openalex-snapshot
High-Dimensional Visual Analytics: Interactive Exploration Guided by Pairwise Views of Point Distributions
inferred← citeshttps://doi.org/10.1109/tvcg.2009.153openalex-snapshot
Interactive Dimensionality Reduction Through User-defined Combinations of Quality Metrics
inferred← citeshttps://doi.org/10.1109/tvcg.2010.184openalex-snapshot
Pargnostics: Screen-Space Metrics for Parallel Coordinates
inferred← citeshttps://doi.org/10.1109/tvcg.2010.205openalex-snapshot
The FlowVizMenu and Parallel Scatterplot Matrix: Hybrid Multidimensional Visualizations for Network Exploration
inferred← citeshttps://doi.org/10.1109/tvcg.2010.242openalex-snapshot
Automated Analytical Methods to Support Visual Exploration of High-Dimensional Data
inferred← citeshttps://doi.org/10.1109/tvcg.2011.201openalex-snapshot
Flexible Linked Axes for Multivariate Data Visualization
inferred← citeshttps://doi.org/10.1109/tvcg.2011.229openalex-snapshot
Quality Metrics in High-Dimensional Data Visualization: An Overview and Systematization
inferred← citeshttps://doi.org/10.1109/tvcg.2011.237openalex-snapshot
Synthetic Generation of High-Dimensional Datasets
inferred← citeshttps://doi.org/10.1109/tvcg.2012.110openalex-snapshot
Visualization and Visual Analysis of Multifaceted Scientific Data: A Survey
inferred← citeshttps://doi.org/10.1109/tvcg.2012.128openalex-snapshot
TimeSeer: Scagnostics for High-Dimensional Time Series
inferred← citeshttps://doi.org/10.1109/tvcg.2012.256openalex-snapshot
Representative Factor Generation for the Interactive Visual Analysis of High-Dimensional Data
inferred← citeshttps://doi.org/10.1109/tvcg.2013.125openalex-snapshot
A Partition-Based Framework for Building and Validating Regression Models
inferred← citeshttps://doi.org/10.1109/tvcg.2013.150openalex-snapshot
Dimension Projection Matrix/Tree: Interactive Subspace Visual Exploration and Analysis of High Dimensional Data
inferred← citeshttps://doi.org/10.1109/tvcg.2013.153openalex-snapshot
Empirical Guidance on Scatterplot and Dimension Reduction Technique Choices
inferred← citeshttps://doi.org/10.1109/tvcg.2013.157openalex-snapshot
Explainers: Expert Explorations with Crafted Projections
inferred← citeshttps://doi.org/10.1109/tvcg.2013.160openalex-snapshot
GPLOM: The Generalized Plot Matrix for Visualizing Multidimensional Multivariate Data
inferred← citeshttps://doi.org/10.1109/tvcg.2013.193openalex-snapshot
Space Transformation for Understanding Group Movement
inferred← citeshttps://doi.org/10.1109/tvcg.2013.223openalex-snapshot
Visual Analytics for Multimodal Social Network Analysis: A Design Study with Social Scientists
inferred← citeshttps://doi.org/10.1109/tvcg.2014.2346321openalex-snapshot
Visual Parameter Space Analysis: A Conceptual Framework
inferred← citeshttps://doi.org/10.1109/tvcg.2014.2346482openalex-snapshot
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data
inferred← citeshttps://doi.org/10.1109/tvcg.2014.2346572openalex-snapshot
Transforming Scagnostics to Reveal Hidden Features
inferred← citeshttps://doi.org/10.1109/tvcg.2015.2467132openalex-snapshot
Optimal Sets of Projections of High-Dimensional Data
inferred← citeshttps://doi.org/10.1109/tvcg.2015.2467323openalex-snapshot
Automatic Selection of Partitioning Variables for Small Multiple Displays
inferred← citeshttps://doi.org/10.1109/tvcg.2016.2598467openalex-snapshot
Magnostics: Image-Based Search of Interesting Matrix Views for Guided Network Exploration
inferred← citeshttps://doi.org/10.1109/tvcg.2016.2640960openalex-snapshot
Visualizing High-Dimensional Data: Advances in the Past Decade
inferred← citeshttps://doi.org/10.1109/tvcg.2017.2674978openalex-snapshot
Towards Perceptual Optimization of the Visual Design of Scatterplots
inferred← citeshttps://doi.org/10.1109/tvcg.2017.2744138openalex-snapshot
Priming and Anchoring Effects in Visualization
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Scatterplots: Tasks, Data, and Designs
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2810918openalex-snapshot
Correlation Judgment and Visualization Features: A Comparative Study
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2865266openalex-snapshot
Image-Based Aspect Ratio Selection
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ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots
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Relaxing Dense Scatter Plots with Pixel-Based Mappings
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Improving the Robustness of Scagnostics
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Glyphboard: Visual Exploration of High-Dimensional Data Combining Glyphs with Dimensionality Reduction
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AgentVis: Visual Analysis of Agent Behavior With Hierarchical Glyphs
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Words of Estimative Correlation: Studying Verbalizations of Scatterplots
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Modeling the Influence of Visual Density on Cluster Perception in Scatterplots Using Topology
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Deconstructing Categorization in Visualization Recommendation: A Taxonomy and Comparative Study
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Attribute-based Explanation of Non-Linear Embeddings of High-Dimensional Data
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Visual Data Exploration as a Statistical Testing Procedure: Within-View and Between-View Multiple Comparisons
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Automatic Scatterplot Design Optimization for Clustering Identification
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DPVisCreator: Incorporating Pattern Constraints to Privacy-preserving Visualizations via Differential Privacy
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Out of the Plane: Flower versus Star Glyphs to Support High-Dimensional Exploration in Two-Dimensional Embeddings
inferred← citeshttps://doi.org/10.1109/tvcg.2023.3326569openalex-snapshot
Large-Scale Evaluation of Topic Models and Dimensionality Reduction Methods for 2D Text Spatialization
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456308openalex-snapshot
A Large-Scale Sensitivity Analysis on Latent Embeddings and Dimensionality Reductions for Text Spatializations
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456385openalex-snapshot
Shape It Up: An Empirically Grounded Approach for Designing Shape Palettes
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3456391openalex-snapshot
DimBridge: Interactive Explanation of Visual Patterns in Dimensionality Reductions with Predicate Logic
inferred← citeshttps://doi.org/10.1109/tvcg.2025.3626128openalex-snapshot
Visual Stenography: Feature Recreation and Preservation in Sketches of Noisy Line Charts
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Characterizing Visualization Perception with Psychological Phenomena: Uncovering the Role of Subitizing in Data Visualization
inferred← citeshttps://doi.org/10.1109/uncertaintyvisualization68947.2025.00007openalex-snapshot
Seeing the Many: Exploring Parameter Distributions Conditioned on Features in Surrogates
inferred← citeshttps://doi.org/10.1109/vast.2008.4677368openalex-snapshot
Multivariate visual explanation for high dimensional datasets
inferred← citeshttps://doi.org/10.1109/vast.2009.5332628openalex-snapshot
Combining automated analysis and visualization techniques for effective exploration of high-dimensional data
inferred← citeshttps://doi.org/10.1109/vast.2010.5652433openalex-snapshot
Improving the visual analysis of high-dimensional datasets using quality measures
inferred← citeshttps://doi.org/10.1109/vast.2011.6102437openalex-snapshot
Perception-based visual quality measures
inferred← citeshttps://doi.org/10.1109/vast.2012.6400487openalex-snapshot
Just-in-time annotation of clusters, outliers, and trends in point-based data visualizations
inferred← citeshttps://doi.org/10.1109/vast.2012.6400488openalex-snapshot
Subspace search and visualization to make sense of alternative clusterings in high-dimensional data
inferred← citeshttps://doi.org/10.1109/vast.2012.6400490openalex-snapshot
Visual pattern discovery using random projections
inferred← citeshttps://doi.org/10.1109/vast.2014.7042480openalex-snapshot
Feedback-driven interactive exploration of large multidimensional data supported by visual classifier
inferred← citeshttps://doi.org/10.1109/vast.2016.7883514openalex-snapshot
DimScanner: A relation-based visual exploration approach towards data dimension inspection
inferred← citeshttps://doi.org/10.1109/vast47406.2019.8986940openalex-snapshot
FDive: Learning Relevance Models Using Pattern-based Similarity Measures
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CancerLinker: Explorations of Cancer Study Network
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The Categorical Data Map: A Multidimensional Scaling-Based Approach
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Characterizing Automated Data Insights
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How Do Observable Users Decompose D3 Code? A Qualitative Study
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Disentangled Representation of Data Distributions in Scatterplots
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SPLOCIS – Extending SPLOMs to a Scatterplot Cube with Interactable Shadows for Immersive Analysis in Virtual Reality
inferred← citeshttps://doi.org/10.1111/cgf.12386openalex-snapshot
Visualizing Multidimensional Data with Glyph SPLOMs
inferred← citeshttps://doi.org/10.1111/cgf.12389openalex-snapshot
LoVis: Local Pattern Visualization for Model Refinement
inferred← citeshttps://doi.org/10.1111/cgf.12639openalex-snapshot
Visual Exploration of High‐Dimensional Data through Subspace Analysis and Dynamic Projections
inferred← citeshttps://doi.org/10.1111/cgf.12876openalex-snapshot
The Grassmannian Atlas: A General Framework for Exploring Linear Projections of High‐Dimensional Data
inferred← citeshttps://doi.org/10.1111/cgf.13176openalex-snapshot
Interactive Regression Lens for Exploring Scatter Plots
inferred← citeshttps://doi.org/10.1111/cgf.13324openalex-snapshot
Viewing Visual Analytics as Model Building
inferred← citeshttps://doi.org/10.1111/cgf.13404openalex-snapshot
Interactive Visual Exploration of Local Patterns in Large Scatterplot Spaces
inferred← citeshttps://doi.org/10.1111/cgf.13407openalex-snapshot
Exploring the Visualization Design Space with Repertory Grids
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Assessing Effects of Task and Data Distribution on the Effectiveness of Visual Encodings
inferred← citeshttps://doi.org/10.1111/cgf.14000openalex-snapshot
Evaluating Reordering Strategies for Cluster Identification in Parallel Coordinates
inferred← citeshttps://doi.org/10.1111/cgf.14314openalex-snapshot
ParSetgnostics: Quality Metrics for Parallel Sets
inferred← citeshttps://doi.org/10.1111/cgf.70000openalex-snapshot
MANDALA—Visual Exploration of Anomalies in Industrial Multivariate Time Series Data
inferred← citeshttps://doi.org/10.1111/cgf.70101openalex-snapshot
Necessary but not Sufficient: Limitations of Projection Quality Metrics
inferred← citeshttps://doi.org/10.1111/j.1467-8659.2009.01666.xopenalex-snapshot
Evaluation of Cluster Identification Performance for Different PCP Variants
inferred← citeshttps://doi.org/10.1111/j.1467-8659.2012.03069.xopenalex-snapshot
Selecting Coherent and Relevant Plots in Large Scatterplot Matrices
inferred← citeshttps://doi.org/10.1117/12.2083444openalex-snapshot
Evaluating lossiness and fidelity in information visualization
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Visual Exploration of Large Scatter Plot Matrices by Pattern Recommendation based on Eye Tracking
inferred← citeshttps://doi.org/10.1145/3313831.3376271openalex-snapshot
Cheat Sheets for Data Visualization Techniques
inferred← citeshttps://doi.org/10.1145/3481549.3481569openalex-snapshot
Hagrid — Gridify Scatterplots with Hilbert and Gosper Curves
inferred← citeshttps://doi.org/10.1145/3491102.3502048openalex-snapshot
Structure-aware Visualization Retrieval
inferred← citeshttps://doi.org/10.1145/3544548.3580808openalex-snapshot
Visual Belief Elicitation Reduces the Incidence of False Discovery
inferred← citeshttps://doi.org/10.1145/3544548.3581349openalex-snapshot
A Review and Collation of Graphical Perception Knowledge for Visualization Recommendation
inferred← citeshttps://doi.org/10.1145/3546932.3546993openalex-snapshot
Variability in data visualization
inferred← citeshttps://doi.org/10.1145/3786463openalex-snapshot
Visualizing Quantum Circuits: State Vector Difference Highlighting and the Half-Matrix
inferred← citeshttps://doi.org/10.1146/annurev-statistics-041715-033420openalex-snapshot
Data Visualization and Statistical Graphics in Big Data Analysis
inferred← citeshttps://doi.org/10.11606/t.55.2014.tde-19032015-163258openalex-snapshot
Medidas em grafos para apoiar a avaliação da qualidade de projeções multidimensionais
inferred← citeshttps://doi.org/10.11606/t.55.2016.tde-11112016-184130openalex-snapshot
Multidimensional projections for the visual exploration of multimedia data
inferred← citeshttps://doi.org/10.11606/t.55.2016.tde-30092016-133421openalex-snapshot
Explanatory visualization of multidimensional prejections
inferred← citeshttps://doi.org/10.1162/99608f92.3ab8a587openalex-snapshot
Designing for Interactive Exploratory Data Analysis Requires Theories of Graphical Inference
inferred← citeshttps://doi.org/10.1177/14738716241229437openalex-snapshot
An empirical study of counterfactual visualization to support visual causal inference
inferred← citeshttps://doi.org/10.1198/jcgs.2009.07098openalex-snapshot
A Layered Grammar of Graphics
inferred← citeshttps://doi.org/10.1631/fitee.2200409openalex-snapshot
Explainable data transformation recommendation for automatic visualization
inferred← citeshttps://doi.org/10.18637/jss.v095.i04openalex-snapshot
Zigzag Expanded Navigation Plots in R: The R Package zenplots
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User-Centered Data Management
inferred← citeshttps://doi.org/10.23889/suthesis.36342openalex-snapshot
Visual Analysis of Large, Time-Dependent, Multi-Dimensional Smart Sensor Tracking Data
inferred← citeshttps://doi.org/10.26434/chemrxiv-2024-pxb4fopenalex-snapshot
From High Dimensions to Human Comprehension: Exploring Dimensionality Reduction for Chemical Space Visualization
inferred← citeshttps://doi.org/10.31219/osf.io/9yb2aopenalex-snapshot
Correlation Judgment and Visualization Feature: A Comparative Study
inferred← citeshttps://doi.org/10.31234/osf.io/4huvwopenalex-snapshot
Data visualisation using R, for researchers who don't use R
inferred← citeshttps://doi.org/10.31274/td-20240329-324openalex-snapshot
Exploratory analysis of high-dimensional data with visual tools
inferred← citeshttps://doi.org/10.32614/cran.package.bullseyeopenalex-snapshot
bullseye: Visualising Multiple Pairwise Variable Correlations and Other Scores
inferred← citeshttps://doi.org/10.32614/cran.package.cassowaryropenalex-snapshot
cassowaryr: Compute Scagnostics on Pairs of Numeric Variables in a Data Set
inferred← citeshttps://doi.org/10.32614/rj-2021-105openalex-snapshot
Visual Diagnostics for Constrained Optimisation with Application to Guided Tours
inferred← citeshttps://doi.org/10.32657/10356/146744openalex-snapshot
Visual data analysis supported by eye-tracking, multi-touch displays, and machine learning
inferred← citeshttps://doi.org/10.33612/diss.250575243openalex-snapshot
Exploring and Explaining 3D Data Representations
inferred← citeshttps://doi.org/10.3389/fbinf.2023.1153800openalex-snapshot
ModEx: a general purpose computer model exploration system
inferred← citeshttps://doi.org/10.3390/e24020282openalex-snapshot
A Bounded Measure for Estimating the Benefit of Visualization (Part II): Case Studies and Empirical Evaluation
inferred← citeshttps://doi.org/10.70675/c78dab7dz97d5z40bfzac27z6ab7f86edf67openalex-snapshot
Visualization to Support Multi-Criteria Decision-making in Agronomy
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