Visual analytics: A comprehensive overview

W Cui - IEEE access, 2019 - ieeexplore.ieee.org
With the ever-increasing amount of data, the world has stepped into the era of “Big Data”.
Presently, the analysis of massive and complex data and the extraction of relevant …

From information to choice: A critical inquiry into visualization tools for decision making

E Oral, R Chawla, M Wijkstra… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
In the face of complex decisions, people often engage in a three-stage process that spans
from (1) exploring and analyzing pertinent information (intelligence);(2) generating and …

A multi-level typology of abstract visualization tasks

M Brehmer, T Munzner - IEEE transactions on visualization and …, 2013 - ieeexplore.ieee.org
The considerable previous work characterizing visualization usage has focused on low-level
tasks or interactions and high-level tasks, leaving a gap between them that is not addressed …

The effects of interactive latency on exploratory visual analysis

Z Liu, J Heer - IEEE transactions on visualization and computer …, 2014 - ieeexplore.ieee.org
To support effective exploration, it is often stated that interactive visualizations should
provide rapid response times. However, the effects of interactive latency on the process and …

Reactive vega: A streaming dataflow architecture for declarative interactive visualization

A Satyanarayan, R Russell… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
We present Reactive Vega, a system architecture that provides the first robust and
comprehensive treatment of declarative visual and interaction design for data visualization …

Visualization rhetoric: Framing effects in narrative visualization

J Hullman, N Diakopoulos - IEEE transactions on visualization …, 2011 - ieeexplore.ieee.org
Narrative visualizations combine conventions of communicative and exploratory information
visualization to convey an intended story. We demonstrate visualization rhetoric as an …

Gan lab: Understanding complex deep generative models using interactive visual experimentation

M Kahng, N Thorat, DH Chau, FB Viégas… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Recent success in deep learning has generated immense interest among practitioners and
students, inspiring many to learn about this new technology. While visual and interactive …

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 …

Visual parameter space analysis: A conceptual framework

M Sedlmair, C Heinzl, S Bruckner… - … on Visualization and …, 2014 - ieeexplore.ieee.org
Various case studies in different application domains have shown the great potential of
visual parameter space analysis to support validating and using simulation models. In order …

Survey on the analysis of user interactions and visualization provenance

K Xu, A Ottley, C Walchshofer, M Streit… - Computer Graphics …, 2020 - Wiley Online Library
There is fast‐growing literature on provenance‐related research, covering aspects such as
its theoretical framework, use cases, and techniques for capturing, visualizing, and …