OOIR: Observatory of International Research

Papers

(The median citation count of Information Visualization is 1. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
Are pie charts evil? An assessment of the value of pie and donut charts compared to bar charts	20
Interactive visual formula composition of multidimensional data classifiers	17
Seeing graphs like humans: Benchmarking computational measures and MLLMs for similarity assessment	16
Visualisation of Random Forest classification	16
An exploration system to effectively analyze the visual metaphor used in sentiment visualization	15
Development and comparison of a prototype for visualizing artifact information for museum professionals	14
Visual analytics for monitoring credit scoring models	13
Interact: A visual what-if analysis tool for virtual product design	12
Exploratory visual analysis of missing data for multiple imputation	11
Interactive optimization of embedding-based text similarity calculations	11
Studying the resiliency of the anchoring bias to locus of control in visualization	10
Incidental graphical perception: How marks and display time influence accuracy	10
Feature selection-oriented interactive visual analysis approach for hyperspectral images	8
Evaluating text embeddings for two-dimensional text corpora representations	6
Interactive data driven exploration of COVID-19	6
A modular visual analytics dashboard for patient health data	5
A comparison of hybrid maps for the visualization of two geolocated quantitative variables	5
Concept drift detection and visualization with shifting window	5
Wiggum: Interactive visual analytics for examining mix effects	5
Riverside: A design study on visualization for situation awareness in cybersecurity	4
DAttnVis: Attention-guided visual diagnostics for stable diffusion inference in image generation	4
Meta-visualization framework for spatiotemporal analytics: From data generation to advanced visualization on maps	4
Interactively visualizing pattern-based summaries of fuzzy tensors	4
A framework to improve causal inferences from visualizations using counterfactual operators	4
Instance-based visualization and analysis of neural networks	4

LCIP: Loss-controlled inverse projection of high-dimensional image data	4
Voronoi treemap in Manhattan distance and Chebyshev distance	3
Visualisation of sets using boat diagrams: A new form of rotationally symmetrical three-way Venn diagram	3
Large scale medical image online three-dimensional reconstruction based on WebGL using four tier client server architecture	3
Scalable visual exploration of time series and anomalies with adaptive level of detail	3
Visually guided extraction of prevalent topics	3
Impact of incidental visualizations on primary tasks	3
ClustML: A measure of cluster pattern complexity in scatterplots learnt from human-labeled groupings	3
ScaffoldViz: Interactive 3D visualization of ensemble decision trees based on relationship between weak learners	2
A visual analytics approach to exploring regional physical processes reflected in generative climate downscaling models	2
Waffster: Hierarchical waffle charts for budget visualization	2
Visualization Resources: A Survey	2
Lodestar: Supporting rapid prototyping of data science workflows through data-driven analysis recommendations	2
Multidimensional data visualization and synchronization for revealing hidden pandemic information	2
CMGV: Algorithms and a unified framework for complexity management in graph visualization	2
TopoBERT: Exploring the topology of fine-tuned word representations	2
InteractiveKG: Transparent and user-controllable knowledge graph reasoning	1
Strategies for evaluating visual analytics systems: A systematic review and new perspectives	1
On-the-fly training techniques for improving the readability of parallel coordinates and treemaps	1
Graph & Network Visualization and Beyond	1
There’s more than one way to get information from infographic glyphs: Evidence that people use both area and height to extract information	1
Visualizing the recovery of patients in Critical Care Units	1
NarratorVis: Automated audience-adaptive context-aware visual data storytelling via rule-based approach and large language model	1
Introduction to the special issue on Visualization Meets AI	1
VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees	1
An exploratory analysis of visualization techniques and tools for financial education	1
From word clouds to Word Rain: Revisiting the classic word cloud to visualize climate change texts	1
Visualizing congestion at large-scale events with an interactive-view system incorporating proximity-based networks	1
Visualisation of hierarchical multivariate data: Categorisation and case study on hate speech	1
An investigation into various visualization tools for complex biological networks	1
Interactive hypergraph visual analytics for exploring large and complex image collections	1
HyperCube4x: A viewport management system proposal	1
An effective deep clustering model for feature quantization and representation	1
Decoupling narrative visualizations into components: Helping designers to tell data-driven stories	1
Two-layer visual analytics of truckers’ risk-coping social network	1
Is embodied interaction beneficial? A study on navigating network visualizations	1