JSDM Version 0.1 A Java Based Spatial Data Mining Software


What is JSDM?

JSDM is a GUI based spatial data mining software in Java that uses WEKA data mining software as the basis and extends it by using the methods our Spatial Database Group invented such as spatial outlier detection software, spatial auto-regression model solution software, spatial colocation software and spatial clustering. We use JMP a Java sparse matrix package which also uses JAMA, i.e., a Java dense matrix package, in order to realize the dense linear algebra operations in Java.


A screen snapshot from the spatial outlier detection software part of JSDM is shown below:
[The user GUI] [A result for Traffic Data Spatial Outlier Detection Analysis] [Spatial Auto-regression (SAR) model solution window]

This project is supported by AHPCRC and CAPES.

Download

Version 0.1 To be available very soon.

People

Prof. Shashi Shekhar
Prof. David J. Lilja
Baris M. Kazar (PhD Candidate and member of ARCTiC Labs and Spatial Database Group)
Vania Bogorny (PhD Student and member of Spatial Database Group)

Please send feedback to us by using this software and let us know whether it works for you.
Please visit our group's web site.
Please contact Baris M. Kazar at kazar at ece dot umn dot edu and Vania Bogorny at vbogorny at cs dot umn dot edu for questions/suggestions.

Thanks for visiting us.
Last Updated 11/22/2004.