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Reasoning Under Uncertainty Group


The Reasoning Under Uncertainty Group (RUUG) applies Artificial Intelligence to situations in which uncertainty is a significant factor. RUUG aims to:

  • undertake fundamental research in the relevant technologies
  • develop tools
  • apply the technology and the tools to a wide range of real-world applications

Uncertainty arises in any domain with noisy data, as a result of measurement error, data loss, variation in the population, or imprecise or vague specifications. Our methods involve data mining large, complex databases to build effective domain models that can then be used for reasoning under uncertainty - including diagnosis, prediction, planning and scheduling.

RUUG is committed to disseminating its world-class research and advanced techniques into industry and to helping bring IT practitioners to the leading edge through short courses and industry collaboration.

Our members also contribute their expertise to the Monash Data Mining Centre.

 

 
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