Multidimensional projection for visual analytics: Linking techniques with distortions, tasks, and layout enrichment

LG Nonato, M Aupetit - IEEE Transactions on Visualization and …, 2018 - ieeexplore.ieee.org
Visual analysis of multidimensional data requires expressive and effective ways to reduce
data dimensionality to encode them visually. Multidimensional projections (MDP) figure …

Vistext: A benchmark for semantically rich chart captioning

BJ Tang, A Boggust, A Satyanarayan - arXiv preprint arXiv:2307.05356, 2023 - arxiv.org
Captions that describe or explain charts help improve recall and comprehension of the
depicted data and provide a more accessible medium for people with visual disabilities …

Visualization in virtual reality: a systematic review

EH Korkut, E Surer - Virtual Reality, 2023 - Springer
Rapidly growing virtual reality (VR) technologies and techniques have gained importance
over the past few years, and academics and practitioners have been searching for efficient …

Marvis: Combining mobile devices and augmented reality for visual data analysis

R Langner, M Satkowski, W Büschel… - Proceedings of the 2021 …, 2021 - dl.acm.org
We present Marvis, a conceptual framework that combines mobile devices and head-
mounted Augmented Reality (AR) for visual data analysis. We propose novel concepts and …

Accessible visualization: Design space, opportunities, and challenges

NW Kim, SC Joyner, A Riegelhuth… - Computer graphics …, 2021 - Wiley Online Library
Visualizations are now widely used across disciplines to understand and communicate data.
The benefit of visualizations lies in leveraging our natural visual perception. However, the …

Data visualization literacy: Definitions, conceptual frameworks, exercises, and assessments

K Börner, A Bueckle, M Ginda - Proceedings of the National …, 2019 - National Acad Sciences
In the information age, the ability to read and construct data visualizations becomes as
important as the ability to read and write text. However, while standard definitions and …

Augmenting visualizations with interactive data facts to facilitate interpretation and communication

A Srinivasan, SM Drucker, A Endert… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recently, an increasing number of visualization systems have begun to incorporate natural
language generation (NLG) capabilities into their interfaces. NLG-based visualization …

Visual interaction with dimensionality reduction: A structured literature analysis

D Sacha, L Zhang, M Sedlmair, JA Lee… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
Dimensionality Reduction (DR) is a core building block in visualizing multidimensional data.
For DR techniques to be useful in exploratory data analysis, they need to be adapted to …

[HTML][HTML] Analysis and visualization of accidents severity based on LightGBM-TPE

K Li, H Xu, X Liu - Chaos, Solitons & Fractals, 2022 - Elsevier
In recent years, road traffic accidents, as a leading cause of accidental deaths, have been
attracting more and more attention across several disciplines. Notably, the feature study on …

Rich screen reader experiences for accessible data visualization

J Zong, C Lee, A Lundgard, JW Jang… - Computer Graphics …, 2022 - Wiley Online Library
Current web accessibility guidelines ask visualization designers to support screen readers
via basic non‐visual alternatives like textual descriptions and access to raw data tables. But …