Model-driven design for the visual analysis of heterogeneous data

M Streit, HJ Schulz, A Lex… - … on Visualization and …, 2011 - ieeexplore.ieee.org
As heterogeneous data from different sources are being increasingly linked, it becomes
difficult for users to understand how the data are connected, to identify what means are …

Vistrates: A component model for ubiquitous analytics

SK Badam, A Mathisen, R Rädle… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Visualization tools are often specialized for specific tasks, which turns the user's analytical
workflow into a fragmented process performed across many tools. In this paper, we present …

Design choices when architecting visualizations

D Tang, C Stolte, R Bosch - Information Visualization, 2004 - journals.sagepub.com
In this paper, we focus on some of the key design decisions we faced during the process of
architecting a visualization system and present some possible choices, with their associated …

Interactive visual analysis of complex scientific data as families of data surfaces

K Matkovic, D Gracanin, B Klarin… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
The widespread use of computational simulation in science and engineering provides
challenging research opportunities. Multiple independent variables are considered and …

Visual analysis of complex simulation data using multiple heterogenous views

H Doleisch - 2004 - repositum.tuwien.at
Computational Fluid Dynamics (CFD) simulation has become very popular and is used in a
wide variety of applications. Applications range from the automotive industry to …

Visualization exploration and encapsulation via a spreadsheet-like interface

TJ Jankun-Kelly, KL Ma - IEEE Transactions on Visualization …, 2001 - ieeexplore.ieee.org
Exploring complex, very large data sets requires interfaces to present and navigate through
the visualization of the data. Two types of audience benefit from such coherent organization …

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 …

Research issues in model-based visualization of complex data sets

JR Rossignac, M Novak - IEEE Computer Graphics and …, 1994 - ieeexplore.ieee.org
At the most abstract level, data visualization maps discrete values computed over an n-
dimensional domain onto pixel colors. It is largely a dimension-reducing process justified by …

Generative data models for validation and evaluation of visualization techniques

C Schulz, A Nocaj, M El-Assady, S Frey… - Proceedings of the …, 2016 - dl.acm.org
We argue that there is a need for substantially more research on the use of generative data
models in the validation and evaluation of visualization techniques. For example, user …

A structured review of data management technology for interactive visualization and analysis

L Battle, C Scheidegger - IEEE transactions on visualization …, 2020 - ieeexplore.ieee.org
In the last two decades, interactive visualization and analysis have become a central tool in
data-driven decision making. Concurrently to the contributions in data visualization …