The science of visual data communication: What works

SL Franconeri, LM Padilla, P Shah… - … Science in the …, 2021 - journals.sagepub.com
Effectively designed data visualizations allow viewers to use their powerful visual systems to
understand patterns in data across science, education, health, and public policy. But …

A taxonomy and survey of dynamic graph visualization

F Beck, M Burch, S Diehl… - Computer graphics …, 2017 - Wiley Online Library
Dynamic graph visualization focuses on the challenge of representing the evolution of
relationships between entities in readable, scalable and effective diagrams. This work …

[書籍][B] Visualization analysis and design

T Munzner - 2014 - books.google.com
Learn How to Design Effective Visualization SystemsVisualization Analysis and Design
provides a systematic, comprehensive framework for thinking about visualization in terms of …

FairVis: Visual analytics for discovering intersectional bias in machine learning

ÁA Cabrera, W Epperson, F Hohman… - … IEEE Conference on …, 2019 - ieeexplore.ieee.org
The growing capability and accessibility of machine learning has led to its application to
many real-world domains and data about people. Despite the benefits algorithmic systems …

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 …

Personal augmented reality for information visualization on large interactive displays

P Reipschlager, T Flemisch… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
In this work we propose the combination of large interactive displays with personal head-
mounted Augmented Reality (AR) for information visualization to facilitate data exploration …

Understanding hidden memories of recurrent neural networks

Y Ming, S Cao, R Zhang, Z Li, Y Chen… - … IEEE conference on …, 2017 - ieeexplore.ieee.org
Recurrent neural networks (RNNs) have been successfully applied to various natural
language processing (NLP) tasks and achieved better results than conventional methods …

VISAtlas: An image-based exploration and query system for large visualization collections via neural image embedding

Y Ye, R Huang, W Zeng - IEEE Transactions on Visualization …, 2022 - ieeexplore.ieee.org
High-quality visualization collections are beneficial for a variety of applications including
visualization reference and data-driven visualization design. The visualization community …

Considerations for visualizing comparison

M Gleicher - IEEE transactions on visualization and computer …, 2017 - ieeexplore.ieee.org
Supporting comparison is a common and diverse challenge in visualization. Such support is
difficult to design because solutions must address both the specifics of their scenario as well …

Visualization and visual analysis of multifaceted scientific data: A survey

J Kehrer, H Hauser - IEEE transactions on visualization and …, 2012 - ieeexplore.ieee.org
Visualization and visual analysis play important roles in exploring, analyzing, and
presenting scientific data. In many disciplines, data and model scenarios are becoming …