Visualizing High-Dimensional Data: Advances in the Past Decade
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Date
2015
Journal Title
Journal ISSN
Volume Title
Publisher
The Eurographics Association
Abstract
Massive simulations and arrays of sensing devices, in combination with increasing computing resources, have generated large, complex, high-dimensional datasets used to study phenomena across numerous fields of study. Visualization plays an important role in exploring such datasets. We provide a comprehensive survey of advances in high-dimensional data visualization over the past 15 years. We aim at providing actionable guidance for data practitioners to navigate through a modular view of the recent advances, allowing the creation of new visualizations along the enriched information visualization pipeline and identifying future opportunities for visualization research.
Description
@inproceedings{10.2312:eurovisstar.20151115,
booktitle = {Eurographics Conference on Visualization (EuroVis) - STARs},
editor = {R. Borgo and F. Ganovelli and I. Viola},
title = {{Visualizing High-Dimensional Data: Advances in the Past Decade}},
author = {Liu, Shusen and Maljovec, Dan and Wang, Bei and Bremer, Peer-Timo and Pascucci, Valerio},
year = {2015},
publisher = {The Eurographics Association},
ISBN = {},
DOI = {10.2312/eurovisstar.20151115}
}