Profiling data to determine metadata about a given dataset is an important and frequent activity of any IT professional and researcher and is necessary for various use-cases. It …
Data analysts often build visualizations as the first step in their analytical workflow. However, when working with high-dimensional datasets, identifying visualizations that show relevant …
N Bikakis - arXiv preprint arXiv:1801.08336, 2018 - arxiv.org
Data visualization is the presentation of data in a pictorial or graphical format, and a data visualization tool is the software that generates this presentation. Data visualization provides …
Data visualization is often used as the first step while performing a variety of analytical tasks. With the advent of large, high-dimensional datasets and significant interest in data science …
Linked Data (LD) is a well-established standard for publishing and managing structured information on the Web, gathering and bridging together knowledge from different scientific …
CAL Pahins, SA Stephens… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
We propose Hashedcubes, a data structure that enables real-time visual exploration of large datasets that improves the state of the art by virtue of its low memory requirements, low …
P Godfrey, J Gryz, P Lasek - IEEE transactions on knowledge …, 2016 - ieeexplore.ieee.org
Visualization provides a powerful means for data analysis. But to be practical, visual analytics tools must support smooth and flexible use of visualizations at a fast rate. This …
Although the rise of big data, open government, and social media imply greater data sharing, expectations currently do not match reality as many consider data exchange in …
The ability to cross data from multiple sources represents a competitive advantage for organizations. Yet, the governance of the data lifecycle, from the data sources into valuable …