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NIH-NSF visualization research challenges report summary

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Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

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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/ca.20266openalex-snapshot
A novel interactive anatomic atlas of the hand
inferredcites →https://doi.org/10.1002/wics.118openalex-snapshot
The Grammar of Graphics
inferredcites →https://doi.org/10.1007/978-3-7091-9425-6openalex-snapshot
Visualization in Scientific Computing ’95
inferredcites →https://doi.org/10.1016/b978-008044531-1/50422-xopenalex-snapshot
Beyond Tools
inferredcites →https://doi.org/10.1016/b978-012387582-2/50013-7openalex-snapshot
Hardware-Accelerated Volume Rendering
inferredcites →https://doi.org/10.1016/b978-012387582-2/50038-1openalex-snapshot
ParaView: An End-User Tool for Large-Data Visualization
inferredcites →https://doi.org/10.1016/b978-012387582-2/50039-3openalex-snapshot
The Insight Toolkit: An Open-Source Initiative in Data Segmentation and Registration
inferredcites →https://doi.org/10.1016/b978-012387582-2/50040-xopenalex-snapshot
amira: A Highly Interactive System for Visual Data Analysis
inferredcites →https://doi.org/10.1016/b978-155860915-0/50038-xopenalex-snapshot
LifeLines: Using Visualization to Enhance Navigation and Analysis of Patient Records
inferredcites →https://doi.org/10.1080/01621459.1984.10478080openalex-snapshot
Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods
inferredcites →https://doi.org/10.1109/2.299413openalex-snapshot
Interactive visualization of Earth and space science computations
inferredcites →https://doi.org/10.1109/38.31462openalex-snapshot
The application visualization system: a computational environment for scientific visualization
inferredcites →https://doi.org/10.1109/5.662875openalex-snapshot
The Visible Human Project
inferredcites →https://doi.org/10.1109/infvis.1997.636792openalex-snapshot
The structure of the information visualization design space
inferredcites →https://doi.org/10.1109/mcg.1987.276849openalex-snapshot
Visualization in Scientific Computing
inferredcites →https://doi.org/10.1109/tvcg.2005.4openalex-snapshot
Comparing 2D Vector Field Visualization Methods: A User Study
inferredcites →https://doi.org/10.1109/vis.2005.102openalex-snapshot
The Value of Visualization
inferredcites →https://doi.org/10.1109/vl.1996.545307openalex-snapshot
The eyes have it: a task by data type taxonomy for information visualizations
inferredcites →https://doi.org/10.1145/204362.204365openalex-snapshot
IRIS Explorer
inferredcites →https://doi.org/10.1145/224170.224354openalex-snapshot
SCIRun
inferredcites →https://doi.org/10.1145/280814.280861openalex-snapshot
The office of the future
inferredcites →https://doi.org/10.1145/311535.311563openalex-snapshot
The VolumePro real-time ray-casting system
inferredcites →https://doi.org/10.1145/335191.335439openalex-snapshot
Designing and mining multi-terabyte astronomy archives
inferredcites →https://doi.org/10.2172/806137openalex-snapshot
NERSC 'Visualization Greenbook' Future visualization needs of the DOE computational science community hosted at NERSC
inferredcites →https://doi.org/10.2514/6.1986-353openalex-snapshot
A numerical study of three-dimensional incompressible flow around multiple posts
inferredcites →https://doi.org/10.48550/arxiv.astro-ph/0506604openalex-snapshot
Demonstration of the applicability of 3D Slicer to Astronomical Data Using 13CO and C18O Observations of IC348

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1002/nur.21544openalex-snapshot
The influence of environmental hazard maps on risk beliefs, emotion, and health‐related behavioral intentions
inferred← citeshttps://doi.org/10.1002/wics.89openalex-snapshot
Information visualization
inferred← citeshttps://doi.org/10.1007/978-1-4614-7485-2_27openalex-snapshot
Common Visualizations: Their Cognitive Utility
inferred← citeshttps://doi.org/10.1007/978-1-4614-7485-2_29openalex-snapshot
Human-Centered Interactivity of Visualization Tools: Micro- and Macro-level Considerations
inferred← citeshttps://doi.org/10.1007/978-3-030-34444-3_12openalex-snapshot
Open Challenges in Empirical Visualization Research
inferred← citeshttps://doi.org/10.1007/978-3-030-45784-6_10openalex-snapshot
Innovation-Oriented Programming: Software Development as a Medium for Exaptation and Implications for the Active Facilitation of Innovation Within Virtual Environments
inferred← citeshttps://doi.org/10.1007/978-3-319-07731-4_2openalex-snapshot
Selection Classification for Interaction with Immersive Volumetric Visualizations
inferred← citeshttps://doi.org/10.1007/978-3-319-11391-3_8openalex-snapshot
Visualizations and Analysts
inferred← citeshttps://doi.org/10.1007/978-3-319-21383-5_27openalex-snapshot
Interactive Tool to Find Focal Spots in Human Computer Interfaces in eCommerce
inferred← citeshttps://doi.org/10.1007/978-3-319-50835-1_43openalex-snapshot
Evaluation of Collaborative Actions to Inform Design of a Remote Interactive Collaboration Framework for Immersive Data Visualizations
inferred← citeshttps://doi.org/10.1007/978-3-319-57487-5_6openalex-snapshot
Incorporating Uncertainty into Decision-Making: An Information Visualisation Approach
inferred← citeshttps://doi.org/10.1007/978-3-540-70956-5_3openalex-snapshot
Theoretical Foundations of Information Visualization
inferred← citeshttps://doi.org/10.1007/978-3-540-70956-5_6openalex-snapshot
Process and Pitfalls in Writing Information Visualization Research Papers
inferred← citeshttps://doi.org/10.1007/978-3-540-76856-2_64openalex-snapshot
Measuring Effective Data Visualization
inferred← citeshttps://doi.org/10.1007/978-3-540-78831-7_68openalex-snapshot
Flight Deck Automation
inferred← citeshttps://doi.org/10.1007/978-3-642-00437-7_2openalex-snapshot
Interactive Visualization - A Survey
inferred← citeshttps://doi.org/10.1007/978-3-642-02115-2_9openalex-snapshot
User-Centered Development of a Visual Exploration System for In-Car Communication
inferred← citeshttps://doi.org/10.1007/978-3-642-17274-8_36openalex-snapshot
IQ-Station: A Low Cost Portable Immersive Environment
inferred← citeshttps://doi.org/10.1007/978-3-642-32677-6_15openalex-snapshot
From Quantification to Visualization: A Taxonomy of Uncertainty Visualization Approaches
inferred← citeshttps://doi.org/10.1007/978-3-642-39241-2_24openalex-snapshot
Investigation of Interaction Modalities Designed for Immersive Visualizations Using Commodity Devices in the Classroom
inferred← citeshttps://doi.org/10.1007/s00791-010-0151-3openalex-snapshot
Highly interactive computational steering for coupled 3D flow problems utilizing multiple GPUs
inferred← citeshttps://doi.org/10.1007/s00799-011-0066-8openalex-snapshot
Interaction and the epistemic potential of digital libraries
inferred← citeshttps://doi.org/10.1007/s10758-010-9165-7openalex-snapshot
Role of Interaction in Enhancing the Epistemic Utility of 3D Mathematical Visualizations
inferred← citeshttps://doi.org/10.1007/s10956-015-9579-zopenalex-snapshot
Using Interactive Data Visualizations for Exploratory Analysis in Undergraduate Genomics Coursework: Field Study Findings and Guidelines
inferred← citeshttps://doi.org/10.1007/s12045-013-0081-8openalex-snapshot
Scientific visualization: From data to insight
inferred← citeshttps://doi.org/10.1007/s12650-014-0225-2openalex-snapshot
Sketch-based interactive visualization: a survey
inferred← citeshttps://doi.org/10.1016/b978-0-444-53075-2.00006-xopenalex-snapshot
Biomedical Visualization
inferred← citeshttps://doi.org/10.1016/c2009-0-62432-6openalex-snapshot
Information Visualization
inferred← citeshttps://doi.org/10.1016/j.advengsoft.2016.02.004openalex-snapshot
Framework and algorithms for illustrative visualizations of time-varying flows on unstructured meshes
inferred← citeshttps://doi.org/10.1016/j.cag.2009.04.006openalex-snapshot
Visual computing for medical diagnosis and treatment
inferred← citeshttps://doi.org/10.1016/j.cageo.2013.07.025openalex-snapshot
Big data visual analytics for exploratory earth system simulation analysis
inferred← citeshttps://doi.org/10.1016/j.chb.2016.09.023openalex-snapshot
Developing navigation graphs for TED talks
inferred← citeshttps://doi.org/10.1016/j.cmpb.2010.04.017openalex-snapshot
Multimodal fusion of biomedical data at different temporal and dimensional scales
inferred← citeshttps://doi.org/10.1016/j.cola.2019.03.002openalex-snapshot
Visualization approaches for understanding uncertainty in flow diagrams
inferred← citeshttps://doi.org/10.1016/j.compenvurbsys.2019.101352openalex-snapshot
Capturing the dance of the earth: PolarGlobe: Real-time scientific visualization of vector field data to support climate science
inferred← citeshttps://doi.org/10.1016/j.ijhcs.2009.05.005openalex-snapshot
The Allobrain: An interactive, stereographic, 3D audio, immersive virtual world
inferred← citeshttps://doi.org/10.1016/j.ijhcs.2010.05.007openalex-snapshot
The role of Depth and Gestalt cues in information-rich virtual environments
inferred← citeshttps://doi.org/10.1016/j.jalz.2015.04.004openalex-snapshot
The Alzheimer's Disease Neuroimaging Initiative informatics core: A decade in review
inferred← citeshttps://doi.org/10.1016/j.jelectrocard.2013.01.008openalex-snapshot
Methods for presenting and visualising electrocardiographic data: From temporal signals to spatial imaging
inferred← citeshttps://doi.org/10.1016/j.jpdc.2008.11.004openalex-snapshot
Pipelining parallel image compositing and delivery for efficient remote visualization
inferred← citeshttps://doi.org/10.1037/tps0000037openalex-snapshot
Drawing to learn: How producing graphical representations enhances scientific thinking.
inferred← citeshttps://doi.org/10.1080/10618560701743086openalex-snapshot
CFD visualisation: challenges of complex 3D and 4D data fields
inferred← citeshttps://doi.org/10.1080/10899995.2019.1656022openalex-snapshot
Embedding online, design-focused data visualization instruction in an upper-division undergraduate atmospheric science course
inferred← citeshttps://doi.org/10.1080/13875868.2012.659302openalex-snapshot
When Higher Bars Are Not Larger Quantities: On Individual Differences in the Use of Spatial Information in Graph Comprehension
inferred← citeshttps://doi.org/10.1080/17547075.2019.1661723openalex-snapshot
A Panopticon on My Wrist: The Biopower of Big Data Visualization for Wearables
inferred← citeshttps://doi.org/10.1080/20964471.2025.2471646openalex-snapshot
Interactive Earth system data cube visualization in Jupyter notebooks
inferred← citeshttps://doi.org/10.1086/671412openalex-snapshot
Visualizing Astronomical Data with Blender
inferred← citeshttps://doi.org/10.1088/1742-6596/125/1/012100openalex-snapshot
Software Infrastructure for exploratory visualization and data analysis: past, present, and future
inferred← citeshttps://doi.org/10.1093/iob/oby010openalex-snapshot
3D Muscle Architecture of the Pectoral Muscles of European Starling (Sturnus vulgaris)
inferred← citeshttps://doi.org/10.1093/scan/nsy039openalex-snapshot
Cultural specialization of visual cortex
inferred← citeshttps://doi.org/10.1101/009944openalex-snapshot
Phinch: An interactive, exploratory data visualization framework for –Omic datasets
inferred← citeshttps://doi.org/10.1108/13639510810895777openalex-snapshot
Detect the unexpected: a science for surveillance
inferred← citeshttps://doi.org/10.1108/qrfm-12-2023-0304openalex-snapshot
Exploring financial graph literacy: determinants and influence on financial behavior
inferred← citeshttps://doi.org/10.1109/access.2020.3005399openalex-snapshot
Dynamic Visualization of Uncertainties in Medical Feature of Interest
inferred← citeshttps://doi.org/10.1109/access.2021.3057681openalex-snapshot
Probabilistic Slider: A Tool for Visualizing Fuzzy Segmentation Uncertainties
inferred← citeshttps://doi.org/10.1109/apscc.2006.89openalex-snapshot
Research on the Grid/Web-Service-Based Visualization Model and Its Application
inferred← citeshttps://doi.org/10.1109/fendt.2016.7991998openalex-snapshot
Recent advances in ultrasonic volume visualization
inferred← citeshttps://doi.org/10.1109/icmb.2008.32openalex-snapshot
Visualization of Interfirm Relations in a Converging Mobile Ecosystem
inferred← citeshttps://doi.org/10.1109/ldav.2016.7874310openalex-snapshot
Interactive visual exploration of a trillion particles
inferred← citeshttps://doi.org/10.1109/mcg.2006.120openalex-snapshot
Bridging the gaps
inferred← citeshttps://doi.org/10.1109/mcse.2006.77openalex-snapshot
Visualization research challenges: a report summary
inferred← citeshttps://doi.org/10.1109/mcse.2011.92openalex-snapshot
Biomedical Visual Computing: Case Studies and Challenges
inferred← citeshttps://doi.org/10.1109/sibgrapi-t.2010.9openalex-snapshot
Provenance-Enabled Data Exploration and Visualization with VisTrails
inferred← citeshttps://doi.org/10.1109/toh.2009.33openalex-snapshot
Putting Haptics into the Ambience
inferred← citeshttps://doi.org/10.1109/tvcg.2007.70436openalex-snapshot
Visual Perception and Mixed-Initiative Interaction for Assisted Visualization Design
inferred← citeshttps://doi.org/10.1109/tvcg.2007.70584openalex-snapshot
Querying and Creating Visualizations by Analogy
inferred← citeshttps://doi.org/10.1109/tvcg.2008.174openalex-snapshot
VisComplete: Automating Suggestions for Visualization Pipelines
inferred← citeshttps://doi.org/10.1109/tvcg.2009.126openalex-snapshot
Comparing 3D Vector Field Visualization Methods: A User Study
inferred← citeshttps://doi.org/10.1109/tvcg.2009.142openalex-snapshot
Exploring the Millennium Run - Scalable Rendering of Large-Scale Cosmological Datasets
inferred← citeshttps://doi.org/10.1109/tvcg.2009.195openalex-snapshot
VisMashup: Streamlining the Creation of Custom Visualization Applications
inferred← citeshttps://doi.org/10.1109/tvcg.2010.164openalex-snapshot
How Information Visualization Novices Construct Visualizations
inferred← citeshttps://doi.org/10.1109/tvcg.2010.202openalex-snapshot
TanGeoMS: Tangible Geospatial Modeling System
inferred← citeshttps://doi.org/10.1109/tvcg.2011.268openalex-snapshot
Simplification of Node Position Data ;for Interactive Visualization of Dynamic Data Sets
inferred← citeshttps://doi.org/10.1109/tvcg.2014.2346292openalex-snapshot
Constructing Visual Representations: Investigating the Use of Tangible Tokens
inferred← citeshttps://doi.org/10.1109/tvcg.2015.2467958openalex-snapshot
Isosurface Visualization of Data with Nonparametric Models for Uncertainty
inferred← citeshttps://doi.org/10.1109/tvcg.2016.2598448openalex-snapshot
Hairy Slices: Evaluating the Perceptual Effectiveness of Cutting Plane Glyphs for 3D Vector Fields
inferred← citeshttps://doi.org/10.1109/tvcg.2021.3114798openalex-snapshot
Exploring the Personal Informatics Analysis Gap: “There's a Lot of Bacon”
inferred← citeshttps://doi.org/10.1109/ultravis.2008.5154061openalex-snapshot
An outlook into ultra-scale visualization of large-scale biological data
inferred← citeshttps://doi.org/10.1109/vast.2006.261424openalex-snapshot
Exploratory Visualization of Multivariate Data with Variable Quality
inferred← citeshttps://doi.org/10.1109/vast47406.2019.8986923openalex-snapshot
ICE: An Interactive Configuration Explorer for High Dimensional Categorical Parameter Spaces
inferred← citeshttps://doi.org/10.1109/vr.2019.8797684openalex-snapshot
Body-Prop Interaction: Evaluation of Augmented Open Discs and Egocentric Body-Based Interaction
inferred← citeshttps://doi.org/10.1111/j.1467-8659.2009.01429.xopenalex-snapshot
Visualization of Multi‐Variate Scientific Data
inferred← citeshttps://doi.org/10.1111/j.1467-8659.2010.01830.xopenalex-snapshot
Using VisTrails and Provenance for Teaching Scientific Visualization
inferred← citeshttps://doi.org/10.1111/j.1467-8659.2012.03184.xopenalex-snapshot
Visualization for the Physical Sciences
inferred← citeshttps://doi.org/10.1111/j.1467-8659.2012.03231.xopenalex-snapshot
Visualization and Analysis of Second‐Order Tensors: Moving Beyond the Symmetric Positive‐Definite Case
inferred← citeshttps://doi.org/10.1111/j.1600-0587.2012.07815.xopenalex-snapshot
VisTrails SAHM: visualization and workflow management for species habitat modeling
inferred← citeshttps://doi.org/10.1115/1.4006464openalex-snapshot
Rave: A Computational Framework to Facilitate Research in Design Decision Support
inferred← citeshttps://doi.org/10.1137/16m1096840openalex-snapshot
Research and Education in Computational Science and Engineering
inferred← citeshttps://doi.org/10.1142/s021946781450017xopenalex-snapshot
The Evaluation of Direct Volume Rendering-Based Uncertainty Visualization Techniques for 3D Scalar Data
inferred← citeshttps://doi.org/10.1145/1978942.1979194openalex-snapshot
Cardiogram
inferred← citeshttps://doi.org/10.1145/2110205.2110216openalex-snapshot
Large-scale visual analysis
inferred← citeshttps://doi.org/10.1145/2254556.2254649openalex-snapshot
Visualizing uncertainty in multi-resolution volumetric data using marching cubes
inferred← citeshttps://doi.org/10.1145/2355598.2355603openalex-snapshot
On the limits of resolution and visual angle in visualization
inferred← citeshttps://doi.org/10.1145/2818517.2818524openalex-snapshot
Goal-oriented application design guidance for flow visualization
inferred← citeshttps://doi.org/10.1145/2968220.2968235openalex-snapshot
Eliciting Tacit Expertise in 3D Volume Segmentation
inferred← citeshttps://doi.org/10.1145/3025453.3025863openalex-snapshot
Mouse, Tactile, and Tangible Input for 3D Manipulation
inferred← citeshttps://doi.org/10.1145/3025453.3025977openalex-snapshot
Understanding Concept Maps
inferred← citeshttps://doi.org/10.1145/3105971.3105972openalex-snapshot
Visualizing uncertainty in flow diagrams
inferred← citeshttps://doi.org/10.1145/3279778.3281458openalex-snapshot
Body-Prop Interaction
inferred← citeshttps://doi.org/10.1177/1473871611413099openalex-snapshot
Information visualization evaluation in large companies: Challenges, experiences and recommendations
inferred← citeshttps://doi.org/10.1186/1471-2105-15-s6-i1openalex-snapshot
Knowledge Discovery and interactive Data Mining in Bioinformatics - State-of-the-Art, future challenges and research directions
inferred← citeshttps://doi.org/10.1186/1476-072x-7-57openalex-snapshot
Geovisual analytics to enhance spatial scan statistic interpretation: an analysis of U.S. cervical cancer mortality
inferred← citeshttps://doi.org/10.1186/s40709-015-0032-5openalex-snapshot
Data integration in biological research: an overview
inferred← citeshttps://doi.org/10.11959/j.issn.2096-0271.2015006openalex-snapshot
Big Data and Intelligent City
inferred← citeshttps://doi.org/10.11959/j.issn.2096-0271.2015038openalex-snapshot
Network Big Data Analysis and Application Systems for National Defense Security
inferred← citeshttps://doi.org/10.1633/jim.2011.42.2.085openalex-snapshot
A Study on the Supporting System for Scientific Data Visualization at the National Level
inferred← citeshttps://doi.org/10.20334/2019-033-mopenalex-snapshot
Extraction and investigation of biosignal features for visual discomfort evaluation
inferred← citeshttps://doi.org/10.20385/1860-2037/6.2009.8openalex-snapshot
VR Based Visualization and Exploration of Plant Biological Data
inferred← citeshttps://doi.org/10.2312/eg2011/education/029-036openalex-snapshot
The Five Design-Sheet (FdS) approach for Sketching Information Visualization Designs
inferred← citeshttps://doi.org/10.23919/oceans.2011.6107096openalex-snapshot
Web-based scientific visualization software for geospatial displays and collaborative applications
inferred← citeshttps://doi.org/10.24382/1400openalex-snapshot
ASTRAL PROJECTION: THEORIES OF METAPHOR, PHILOSOPHIES OF SCIENCE, AND THE ART O F SCIENTIFIC VISUALIZATION
inferred← citeshttps://doi.org/10.2514/6.2013-1163openalex-snapshot
"Flow Visualization" Juxtaposed With "Visualization of Flow": Synergistic Opportunities Between Two Communities (Invited)"
inferred← citeshttps://doi.org/10.26053/0h-463y-pr00openalex-snapshot
Towards the theory and practice of verifying visualizations
inferred← citeshttps://doi.org/10.26053/0h-rnvq-jq00openalex-snapshot
Visual exploration of large traffic database using traffic cubes
inferred← citeshttps://doi.org/10.2991/amee-17.2017.41openalex-snapshot
Key Technologies of Urban Computing in Big Data Era
inferred← citeshttps://doi.org/10.3154/jvs.27.supplement1_39openalex-snapshot
Cooperative Visualization Environment (1)
inferred← citeshttps://doi.org/10.3384/diss.diva-103799openalex-snapshot
Supporting Quantitative Visual Analysis in Medicine and Biology in the Presence of Data Uncertainty
inferred← citeshttps://doi.org/10.3390/geosciences11030140openalex-snapshot
Exploring Best Practices in Geoscience Education: Adapting a Video/Animation on Continental Rifting for Upper-Division Students to a Lower-Division Audience
inferred← citeshttps://doi.org/10.35662/unine-thesis-1949openalex-snapshot
Visualisation scientifique collaborative
inferred← citeshttps://doi.org/10.37040/geografie2014119010067openalex-snapshot
Selected Cognitive Issues of Positional Uncertainty in Geographical Data
inferred← citeshttps://doi.org/10.4018/978-1-4666-4309-3.ch011openalex-snapshot
Articulate
inferred← citeshttps://doi.org/10.4018/978-1-4666-4317-8.ch018openalex-snapshot
Utilization of Simulation for Training Enhancement
inferred← citeshttps://doi.org/10.4018/978-1-7998-7701-1.ch006openalex-snapshot
Quantitative and Visual Exploratory Data Analysis for Machine Intelligence
inferred← citeshttps://doi.org/10.4230/dfu.vol2.sciviz.2011.160openalex-snapshot
Salient Frame Detection for Molecular Dynamics Simulations
inferred← citeshttps://doi.org/10.53846/goediss-4059openalex-snapshot
Web-based Stereoscopic Collaboration for Medical Visualization
inferred← citeshttps://doi.org/10.70675/2c660626z06afz457fzad61z7c742a806c56openalex-snapshot
Un continuum d'interaction pour la visualisation de données 3D
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