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seninp committed Mar 6, 2015
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Expand Up @@ -5,10 +5,11 @@ GrammarViz 2.0 source code public repository. For the documentation, please visi

GrammarViz 2.0 implements in Java:

- Symbolic Aggregate approXimaion, aka SAX, and its parallelized version [1]
- Sequitur grammar induction algorithm, our implementation is based on the [reference Java code](http://www.sequitur.info/) [2]
- Symbolic Aggregate approXimaion (SAX) and its parallelized version [1]
- Sequitur grammar induction algorithm, our implementation is based on the [reference Java code by Craig Nevill-Manning and Ian Witten](https://code.google.com/p/sequitur/) [2]
- Re-Pair grammar induction algorithm and its parallelized version [3]
- GrammarViz 2.0 time series exploration workflow that allows for variable length recurrent and anomalous patterns discovery from time series [4]
- Interactive time series exploration workflow that allows for variable length recurrent and anomalous patterns discovery from time series [4]
- "Rule Density" and "Rare Rule Anomaly" (RRA) algorithms for time series anomaly discovery based on Kolmogorov complexity [5]

References:

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[4] Senin, P., Lin, J., Wang, X., Oates, T., Gandhi, S., Boedihardjo, A.P., Chen, C., Frankenstein, S., Lerner, M., [**GrammarViz 2.0: a tool for grammar-based pattern discovery in time series**](http://www2.hawaii.edu/~senin/assets/papers/grammarviz2.pdf), ECML/PKDD Conference, 2014.

[5] Senin, P., Lin, J., Wang, X., Oates, T., Gandhi, S., Boedihardjo, A.P., Chen, C., Frankenstein, S., Lerner, M., [**Time series anomaly discovery with grammar-based compression**](https://csdl-techreports.googlecode.com/svn/trunk/techreports/2014/14-05/14-05.pdf), The International Conference on Extending Database Technology, EDBT 15.

## Building

We use Ant for our builds. The code is also continously built by [Travis CI](https://travis-ci.org/GrammarViz2/grammarviz2_src).
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