Uncertainty Visualization
16 Visualizing uncertainty - Fundamentals of Data Visualization
For example, we can show amounts with uncertainty by drawing a bar plot with error bars (Figure 16.10). This type of visualization is commonly used in ...
Uncertainty Visualization: Concepts, Methods, and Applications in ...
This paper provides an overview of uncertainty visualization in general, along with specific examples of applications in bioinformatics.
Visualizing uncertainty - Northeastern repository
Although many of the data visualization practitioners are highly interested in this topic and they have produced many related examples, visualizing uncertainty ...
Visualizing the Uncertainty in Data - FlowingData
Here are some visualization options for the uncertainties in your data, each with its pros, cons, and examples.
Uncertainty Visualization - an overview | ScienceDirect Topics
Uncertainty Visualization ... Uncertainty visualization refers to the process of representing and analyzing uncertainties in data visualization, particularly ...
The Visualization of Uncertain Data: Methods and. Problems. SimVis, 2006. 50. Page 51. Uncertainty Vis Pipeline. 1) Quantify ...
Overview and State-of-the-Art of Uncertainty Visualization
Abstract The goal of visualization is to effectively and accurately communicate data. Visualization research has often overlooked the errors and uncertainty ...
The Curious Absence of Uncertainty from Many (Most?) Visualizations
Only 14 (3%!) portrayed uncertainty visually. And that number includes visualizing raw data to convey variance, in addition to more conventional ...
Uncertainty Visualization - UC Merced
Citation: Padilla, L., Kay, M. and Hullman, J. (2022). Uncertainty Visualization. In W. Piegorsch, R. Levine, H. Zhang, and T.
Visualizing uncertainty - The Wilke Lab
Visualizing the uncertainty of point estimates · A point estimate is a single number, such as a mean · Uncertainty is expressed as standard error, confidence ...
Uncertainty visualization: Fundamentals and recent developments
An interactive system that allows a user to identify and flag instances of unresolved ambiguity and uncertainty as such, as well as to resolve ...
Uncertainty Visualization 2024 – Home
The IEEE VIS Workshop on Uncertainty Visualization aims at being an inclusive forum for the fast dissemination of the latest results in the uncertainty areas, ...
How data visualizations can clarify and confound uncertainty
Northwestern Engineering's Jessica Hullman's recent Scientific American article, “Confronting Unknowns: How to Interpret Uncertainty in ...
In Pursuit of Error: A Survey of Uncertainty Visualization Evaluation
In the context of evaluating uncertainty visualizations, this means that even when uncertainty is presented in a non-optimal format–such as error bars, which ...
Uncertainty Visualization via Low-Dimensional Posterior Projections
In this work, we introduce a new approach for estimating and visualizing posteriors by employing energy-based models (EBMs) over low-dimensional subspaces.
How to Read Uncertainty Visualizations - YouTube
From Hurricane forecasts to COVID-19 projections, we are forced to make life and death decisions with uncertainty visualizations more than ...
Approaches to uncertainty visualization | The Visual Computer
Visualizing Quantitative Uncertainty: A Review of Common Approaches, Current Limitations, and Use Cases
Uncertainty Visualization for Graph Coarsening - IEEE Xplore
In this paper, we present a framework to quantify and visualize the uncertainty associated with randomized graph reduction techniques.
A review of uncertainty visualization errors: Working memory as an ...
We propose that increased working memory demand may account for many observed uncertainty visualization errors.
Why It's So Hard for Us to Visualize Uncertainty
Yes, it's really hard for our brains to perceive probability. When we say something has an 80% chance of happening, it's not the simplest thing ...