Visualizing High-Dimensional Data: Advances in the Past Decade (Unknown language)

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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.

Table of contents conference proceedings

The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.

1
A Survey of Multi-faceted Graph Visualization
Hadlak, Steffen / Schumann, Heidrun / Schulz, Hans-Jörg | 2015
21
The State of the Art in Visualizing Group Structures in Graphs
Vehlow, Corinna / Beck, Fabian / Weiskopf, Daniel | 2015
41
A Survey of Graph-Based Representations and Techniques for Scientific Visualization
Wang, Chaoli | 2015
61
Visualization of Biomolecular Structures: State of the Art
Kozlikova, Barbora / Krone, Michael / Lindow, Norbert / Falk, Martin / Baaden, Marc / Baum, Daniel / Viola, Ivan / Parulek, Julius / Hege, Hans-Christian | 2015
83
On Close and Distant Reading in Digital Humanities: A Survey and Future Challenges
Jänicke, Stefan / Franzini, Greta / Cheema, Muhammad Faisal / Scheuermann, Gerik | 2015
105
A Survey of Visualization Systems for Malware Analysis
Wagner, Markus / Fischer, Fabian / Luh, Robert / Haberson, Andrea / Rind, Alexander / Keim, Daniel A. / Aigner, Wolfgang | 2015
127
Visualizing High-Dimensional Data: Advances in the Past Decade
Liu, Shusen / Maljovec, Dan / Wang, Bei / Bremer, Peer-Timo / Pascucci, Valerio | 2015