Software

It is our pleasure to announce the initial release of the IlliMine system package. IlliMine is a partially open-source data mining package which features algorithms implemented in C++. The current release includes online web demonstrations, binaries (both Windows and Linux), and source code for some of the algorithms. IlliMine features algorithms in data cubing, association mining, sequential pattern mining, graph pattern mining, and classification. The current release includes:

• Data cubing: [source, binary, and Web demo] BUC (our implementation), Star-Cubing, MM-Cubing, C-Cubing
• Frequent pattern mining: [binary and Web demo] FPGrowth, ParFP, CLOSET+
• Sequential pattern mining: [binary and Web demo] PrefixSpan, [source] CloSpan, IncSpan
• Graph pattern mining: [binary and Web demo] gSpan
• Classification: [binary and Web demo] CPAR

For more information, please visit:

http://illimine.cs.uiuc.edu

The website features downloads of the binary and source release along with online demos, documentation, and more.

The IlliMine system package is maintained by:

Data Mining Research Group
DAIS (Data And Information Systems) Research Laboratory
Department of Computer Science
University of Illinois at Urbana-Champaign