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Strategies for scaling up data mining algorithms

Strategies for scaling up data mining algorithms

In today’s world, data is generated by and collected from a myriad of disciplines such as mechanical systems, sensor network-based Earth science systems, hardware infrastructures, and information networks. Many of the existing data analysis algorithms do not scale to such large data sets. In this talk, I will present some of our work in ...

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