Homepage updated
The MOA homepage has been updated with a new theme and a new structure. New content will follow soon …
View ArticleMOA @ ECML PKDD
On Friday, September 24th, Dr. Albert Bifet is giving an invited speech presenting MOA at the HaCDAIS Workshop in conjuntion with ECML PKDD 2010 in Barcelona.
View ArticleMOA @ ICDM 2010
MOA and its new features will be demonstrated at the IEEE ICDM 2010 conference in Sydney. A description of the demo and its features will be published in the ICDM 2010 workshop proceedings.
View ArticleCooperative Cars
MOA is used as a data stream mining framework in the Cooperative Cars (CoCar) Project, a joint project between Ericsson in Aachen and Fraunhofer FIT. The CoCar project is aiming at basic research for...
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The moa, NZ national symbol
The fame of the moa and the fact that its size made it a world-beater gave it the brief status of national symbol briefly in the 19th century. In the 1890s, New Zealand was ‘the land of the moa’, and...
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Streaming Random Patches
In the latest version of MOA, we added the Streaming Random Patches (SRP) algorithm [1]. SRP is an ensemble classifier specially designed to deal with evolving data streams that outperforms several...
View ArticlePrequential Cross-Validation Evaluation
In data stream classification, the most used evaluation is the prequential one, where instances are first used to test, and then to train. However, the weakness of prequential evaluation compared to...
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