Multidimensional data visualization.

Hifocon: Object and Dimensional Coherence and Correlation in Multidimensional Visualization

In any multidimensional visualization, some information has to be compromised when projecting multidimensional data to twoor three-dimensional space. We introduce the concepts of dimensional and object coherence and correlation to analyze and classify multidimensional visualization techniques. These concepts are used as principles for our design of Hifocon, a new multidimensional data visualiza...

ImageCube: an image browser featuring a multi-dimensional data visualization technique

With the rapid development of the imaging technologies over the recent years, advanced visualization techniques for thousands of pictures are making big progress. At the same time, now we can obtain various sets of images which are called multi-dimensional or multivariate datasets via Internet. For example, we can obtain the images of recipes which have a variety of nutritional value, those of ...

Large-Scale Multidimensional Data Visualization: A Web Service for Data Mining

In this paper, we present an approach of the Web application (as a service) for data mining oriented to the multidimensional data visualization. The stress is put on visualization methods as a tool for the visual presentation of large-scale multidimensional data sets. The proposed implementation includes five visualization methods: MDS SMACOF algorithm, Relative MDS, Diagonal majorization algor...

Interactive visualization of multidimensional coincidence spectra

The paper presents direct visualization techniques of multidimensional nuclear spectra as well as visualization techniques based on projections of embedded subspaces. While the first group of graphical models is limited to four dimensions, the second one can be theoretically extended to any dimension. The presented algorithms of visualization have been implemented in nuclear data acquisition, p...

A framework for the visualization of multidimensional and multivariate data

High dimensionality is a major challenge for data visualization. Parameter optimization problems require an understanding of the behaviour of an objective function in an n-dimensional space around the optimum this is multidimensional visualization and is a natural extension of the traditional domain of scientific visualization. Large numeric data tables with observations of many attributes requ...

A Partially Supervised Metric Multidimensional Scaling Algorithm for Textual Data Visualization