OOIR: Observatory of International Research

Papers

(The median citation count of Information Visualization is 2. 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 2020-03-01 to 2024-03-01.)

Article	Citations
A survey of surveys on the use of visualization for interpreting machine learning models	81
Deep learning multidimensional projections	32
Interactive visualization literacy: The state-of-the-art	19
Documentary narrative visualization: Features and modes of documentary film in narrative visualization	17
A comparative user study of visualization techniques for cluster analysis of multidimensional data sets	13
Predicting intent behind selections in scatterplot visualizations	7
StoryFacets: A design study on storytelling with visualizations for collaborative data analysis	7
The missing path: Analysing incompleteness in knowledge graphs	7
VNLP: Visible natural language processing	6
Visualisation of law and legal Process: An opportunity missed	6
Exploring, browsing and interacting with multi-level and multi-scale dynamics of knowledge	6
HyperStorylines: Interactively untangling dynamic hypergraphs	5
Which emphasis technique to use? Perception of emphasis techniques with varying distractors, backgrounds, and visualization types	5
Virtual-Reality graph visualization based on Fruchterman-Reingold using Unity and SteamVR	5
Out-of-sample data visualization using bi-kernel t-SNE	4
Interactive visual analytics tool for multidimensional quantitative and categorical data analysis	4
Not just a pretty picture: Scientific fact visualisation styles, preferences, confidence and recall	4
Visual cluster separation using high-dimensional sharpened dimensionality reduction	4
TopoBERT: Exploring the topology of fine-tuned word representations	3
ATOVis – A visualisation tool for the detection of financial fraud	3
MuzLink: Connected beeswarm timelines for visual analysis of musical adaptations and artist relationships	3
Visualizing the invisible: User-centered design of a system for the visualization of flows and concentrations of particles in the air	3
Design guidelines for narrative maps in sensemaking tasks	3
Optimal layout of stacked graph for visualizing multidimensional financial time series data	3
CoSEP: A compound spring embedder layout algorithm with support for ports	2

Linking unstructured evidence to structured observations	2
Compressing and interpreting word embeddings with latent space regularization and interactive semantics probing	2
Emotion visualization system based on physiological signals combined with the picture and scene	2
Sanguine: Visual analysis for patient blood management	2
Integrating annotations into multidimensional visual dashboards	2
Visualization Resources: A Survey	2
Effects of screen-responsive visualization on data comprehension	2
A survey of tag clouds as tools for information retrieval and content representation	2
Contextual in situ help for visual data interfaces	2
Interactive optimization of embedding-based text similarity calculations	2
Stable visualization of connected components in dynamic graphs	2
VisRuler: Visual analytics for extracting decision rules from bagged and boosted decision trees	2
Improved interactive color visualization approach for hyperspectral images	2
Is embodied interaction beneficial? A study on navigating network visualizations	2