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A Survey on Transit Map Layout - from Design, Machine, and Human Perspectives
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Transit maps are designed to present information for using public transportation systems, such as urban railways. Creating a transit map is a time-consuming process, which requires iterative information selection, layout ...
Data to Physicalization: A Survey of the Physical Rendering Process
(The Eurographics Association and John Wiley & Sons Ltd., 2021)
Physical representations of data offer physical and spatial ways of looking at, navigating, and interacting with data. While digital fabrication has facilitated the creation of objects with data-driven geometry, rendering ...
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
(The Eurographics Association and John Wiley & Sons Ltd., 2020)
Machine learning (ML) models are nowadays used in complex applications in various domains, such as medicine, bioinformatics, and other sciences. Due to their black box nature, however, it may sometimes be hard to understand ...
A Survey of Visualization and Analysis in High-Resolution Connectomics
(The Eurographics Association and John Wiley & Sons Ltd., 2022)
The field of connectomics aims to reconstruct the wiring diagram of neurons and synapses to enable new insights into the workings of the brain. Reconstructing and analyzing the neuronal connectivity, however, relies on ...
Vessel Maps: A Survey of Map-Like Visualizations of the Cardiovascular System
(The Eurographics Association and John Wiley & Sons Ltd., 2022)
Map-like visualizations of patient-specific cardiovascular structures have been applied in numerous medical application contexts. The term map-like alludes to the characteristics these depictions share with cartographic ...
Chart Question Answering: State of the Art and Future Directions
(The Eurographics Association and John Wiley & Sons Ltd., 2022)
Information visualizations such as bar charts and line charts are very common for analyzing data and discovering critical insights. Often people analyze charts to answer questions that they have in mind. Answering such ...
Trends & Opportunities in Visualization for Physiology: A Multiscale Overview
(The Eurographics Association and John Wiley & Sons Ltd., 2022)
Combining elements of biology, chemistry, physics, and medicine, the science of human physiology is complex and multifaceted. In this report, we offer a broad and multiscale perspective on key developments and challenges ...
VA + Embeddings STAR: A State-of-the-Art Report on the Use of Embeddings in Visual Analytics
(The Eurographics Association and John Wiley & Sons Ltd., 2023)
Over the past years, an increasing number of publications in information visualization, especially within the field of visual analytics, have mentioned the term ''embedding'' when describing the computational approach. ...
The State of the Art in Creating Visualization Corpora for Automated Chart Analysis
(The Eurographics Association and John Wiley & Sons Ltd., 2023)
We present a state-of-the-art report on visualization corpora in automated chart analysis research. We survey 56 papers that created or used a visualization corpus as the input of their research techniques or systems. Based ...
The State of the Art in Visualizing Dynamic Multivariate Networks
(The Eurographics Association and John Wiley & Sons Ltd., 2023)
Most real-world networks are both dynamic and multivariate in nature, meaning that the network is associated with various attributes and both the network structure and attributes evolve over time. Visualizing dynamic ...