DataDiver

DataDiver is an interactive tool for visualizing, analyzing, and comparing high-dimensional data sets to quickly identify trends, clusters, outliers, or correlations. DataDiver can also be used for dimension and data reduction.

Through integrated methods for dimension reduction and evaluation of feature importance, DataDiver makes it possible to quickly and easily identify which data sets behave similarly or dissimilarly and which parameters are important and unimportant.

In combination with the FEM Operations Toolbox, large sets of Finite Element simulations can be prepared, analyzed and archived for future analyses in a resource-saving manner.

  • Core functions
    • feature browsing
    • various methods for dimension reduction
    • outlier detection
    • cluster analysen
    • evaluation of feature importance
    • stability and sensitivity analysis
  • FEM specific functions
    • preparation of data for robusteness assessment
    • definition of region-of-interest (ROI) and visualuzation of kinematics
      • interface to Animator4
      • internal kinematic viewer

Technically, the DataDiver is a MATLAB toolbox, which needs

from The Mathworks Inc.

Additional functionalities are implemented for cooperation and extension of the FEM Operations Toolbox.

DataDiver provides interfaces to Stipulator, Expectator and Brainer. But DataDiver can also be used as a stand-alone-tool.

The functionality of DataDiver is executed vith a graphical interface, but can also be customized and automated via command line interface, like all the other tools as well.