Immersive and collaborative data visualization using virtual reality platforms

C Donalek, SG Djorgovski, A Cioc… - … Conference on Big …, 2014 - ieeexplore.ieee.org
Effective data visualization is a key part of the discovery process in the era of “big data”. It is
the bridge between the quantitative content of the data and human intuition, and thus an …

Improving big data visual analytics with interactive virtual reality

A Moran, V Gadepally, M Hubbell… - 2015 IEEE high …, 2015 - ieeexplore.ieee.org
For decades, the growth and volume of digital data collection has made it challenging to
digest large volumes of information and extract underlying structure. CoinedBig Data' …

PAIRS: A scalable geo-spatial data analytics platform

LJ Klein, FJ Marianno, CM Albrecht… - … Conference on Big …, 2015 - ieeexplore.ieee.org
Geospatial data volume exceeds hundreds of Petabytes and is increasing exponentially
mainly driven by images/videos/data generated by mobile devices and high resolution …

The VIS-5D system for easy interactive visualization

B Hibbard, D Santek - Proceedings of the First IEEE Conference …, 1990 - ieeexplore.ieee.org
The VIS-5D system provides highly interactive visual access to five-dimensional data sets
containing up to 50 million data points. VIS-5D runs on the Stardent ST-1000 and ST-2000 …

Immersive visualization of abstract information: An evaluation on dimensionally-reduced data scatterplots

JA Wagner Filho, MF Rey… - … IEEE Conference on …, 2018 - ieeexplore.ieee.org
The use of novel displays and interaction resources to support immersive data visualization
and improve analytical reasoning is a research trend in the information visualization …

The benefits of statistical visualization in an immersive environment

L Arms, D Cook, C Cruz-Neira - Proceedings IEEE Virtual …, 1999 - ieeexplore.ieee.org
We have created an immersive application for statistical graphics and have investigated
what benefits it offers over more traditional data analysis tools. We present a description of …

3D InfoVis is here to stay: Deal with it

R Brath - 2014 IEEE VIS International Workshop on 3DVis …, 2014 - ieeexplore.ieee.org
3D information visualization has existed for more than 100 years. 3D offers intrinsic
attributes such as an extra dimension for encoding position and length, meshes and …

Sampling techniques to improve big data exploration

JAR Rojas, MB Kery, S Rosenthal… - 2017 IEEE 7th …, 2017 - ieeexplore.ieee.org
The success of Big Data relies fundamentally on the ability of a person (the data scientist) to
make sense and generate insights from this wealth of data. The process of generating …

A gesture system for graph visualization in virtual reality environments

YJ Huang, T Fujiwara, YX Lin, WC Lin… - 2017 ieee pacific …, 2017 - ieeexplore.ieee.org
As virtual reality (VR) hardware technology becomes more mature and affordable, it is timely
to develop visualization applications making use of such technology. How to interact with …

A rank-by-feature framework for unsupervised multidimensional data exploration using low dimensional projections

J Seo, B Shneiderman - IEEE Symposium on Information …, 2004 - ieeexplore.ieee.org
Exploratory analysis of multidimensional data sets is challenging because of the difficulty in
comprehending more than three dimensions. Two fundamental statistical principles for the …