International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
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Volume 162 - Issue 10 |
Published: Mar 2017 |
Authors: Fisseha Gidey G., Charles Awono Onana |
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Fisseha Gidey G., Charles Awono Onana . High Dimensional Data Visualization: Advances and Challenges. International Journal of Computer Applications. 162, 10 (Mar 2017), 23-27. DOI=10.5120/ijca2017913362
@article{ 10.5120/ijca2017913362, author = { Fisseha Gidey G.,Charles Awono Onana }, title = { High Dimensional Data Visualization: Advances and Challenges }, journal = { International Journal of Computer Applications }, year = { 2017 }, volume = { 162 }, number = { 10 }, pages = { 23-27 }, doi = { 10.5120/ijca2017913362 }, publisher = { Foundation of Computer Science (FCS), NY, USA } }
%0 Journal Article %D 2017 %A Fisseha Gidey G. %A Charles Awono Onana %T High Dimensional Data Visualization: Advances and Challenges%T %J International Journal of Computer Applications %V 162 %N 10 %P 23-27 %R 10.5120/ijca2017913362 %I Foundation of Computer Science (FCS), NY, USA
Recent technological advances and availability of computing resources resulted in a massive growth of data size, dimensions and complexity. Data visualization is a good approach when dealing with large scale high dimensional datasets as it will provide the opportunity to understand what’s in the data and where to focus. However, the ever increasing dimensions of datasets, the physical limitations of the display screen (2D/3D), and the relatively small capacity of our mind to process complex data at a time pose a challenge in the process of visualization. This paper describe the advancements made so far in visualizing high dimensional data and the challenges that should be addressed in future researches.