Challenges and opportunities in data visualization education: A call to action

B Bach, M Keck, F Rajabiyazdi, T Losev… - … on visualization and …, 2023 - ieeexplore.ieee.org
This paper is a call to action for research and discussion on data visualization education. As
visualization evolves and spreads through our professional and personal lives, we need to …

Using visual analytics to develop human and machine‐centric models: A review of approaches and proposed information technology

I Krak, O Barmak, E Manziuk - Computational Intelligence, 2022 - Wiley Online Library
The use of a visual analytical system in machine learning is the basis for the integration of
human and the use of his intellectual capabilities in the construction of models. At the same …

Input visualization: Collecting and modifying data with visual representations

N Bressa, J Louis, W Willett, S Huron - … of the 2024 CHI Conference on …, 2024 - dl.acm.org
We examine input visualizations, visual representations that are designed to collect (and
represent) new data rather than encode preexisting datasets. Information visualization is …

DPVis: Visual analytics with hidden markov models for disease progression pathways

BC Kwon, V Anand, KA Severson… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Clinical researchers use disease progression models to understand patient status and
characterize progression patterns from longitudinal health records. One approach for …

In defence of visual analytics systems: Replies to critics

A Wu, D Deng, F Cheng, Y Wu, S Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
The last decade has witnessed many visual analytics (VA) systems that make successful
applications to wide-ranging domains like urban analytics and explainable AI. However …

CcNav: Understanding compiler optimizations in binary code

S Devkota, P Aschwanden, A Kunen… - IEEE transactions on …, 2020 - ieeexplore.ieee.org
Program developers spend significant time on optimizing and tuning programs. During this
iterative process, they apply optimizations, analyze the resulting code, and modify the …

Co-designing for transparency: Lessons from building a document organization tool in the criminal justice domain

HH Nigatu, L Pickoff-White, J Canny… - Proceedings of the 2023 …, 2023 - dl.acm.org
Investigative journalists and public defenders conduct the essential work of examining,
reporting, and arguing critical cases around police use-of-force and misconduct. In an ideal …

Professional differences: A comparative study of visualization task performance and spatial ability across disciplines

KW Hall, A Kouroupis, A Bezerianos… - … on Visualization and …, 2021 - ieeexplore.ieee.org
Problem-driven visualization work is rooted in deeply understanding the data, actors,
processes, and workflows of a target domain. However, an individual's personality traits and …

Visual analysis of diversity and threat status of natural materials for musical instruments

J Kusnick, S Lichtenberg, D Wiegreffe… - Frontiers in …, 2024 - frontiersin.org
A classical symphony orchestra consists of up to 29 musical instruments manufactured from
up to 758 distinct natural materials. The interrelationships between the extraction of raw …

How can data visualization support interdisciplinary research? LuxTIME: studying historical exposomics in Belval

D Aurich, A Horaniet Ibañez - Frontiers in big Data, 2023 - frontiersin.org
The Luxembourg Time Machine (LuxTIME) is an interdisciplinary project that studies the
historical exposome during the industrialization of the Minett region, located in the south of …