Uncertainty-Aware Multidimensional Ensemble Data Visualization and Exploration

Semantics-Aware Advanced OLAP Visualization of Multidimensional Data Cubes

Efficiently supporting advanced OLAP visualization of multidimensional data cubes is a novel and challenging research topic, which results to be of interest for a large family of data warehouse applications relying on the management of spatio-temporal (e.g., mobile) data, scientific and statistical data, sensor network data, biological data, etc. On the other hand, the issue of visualizing mult...

Uncertainty-aware Visual Analytics for Spatio-temporal Data Exploration

Multidimensional data visualization.

Historically, data visualization has been limited primarily to two dimensions (e.g., histograms or scatter plots). Available software packages (e.g., Data Desk 6.1, MatLab 6.1, SAS-JMP 4.04, SPSS 10.0) are capable of producing three-dimensional scatter plots with (varying degrees of) user interactivity. We constructed our own data visualization application with the Visualization Toolkit (Schroe...

Interactive Exploration of Multidimensional Data

This paper describes a system called Diamond for interactive exploration of multidimensional data. Diamond takes advantage of human pattern recognition and processing capacity, and puts major emphasis on performance and responsiveness. This creates a highly productive symbiosis between the human and the system. The basic philosophy of Diamond is to depict the data with pictures, and to help the...

FINDX: Framework for Interactive Data Exploration An Object-Oriented Symbolic Visualization Framework for Exploring Multidimensional Data

Mayer & Cukier (2013) state that “Data can reveal secrets to those with the humility, the willingness, and the tools to listen”. To facilitate the ‘listening process’, this research proposes a desktop Virtual Reality tool to interactively explore data online. In order to explore data and extract information, it is imperative to view the data objectively and listen carefully to the interactions ...