Welcome!
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
Additional algorithm packages, especially implementations of some
classification and clustering algorithms, will be added gradually in the
future.
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
Dec. 8, 2005
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