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Using Probabilistic Models for Data Management in Acquisitional Environments

CIDR, pp.317-328, (2005)

被引用140|浏览19
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Traditional database systems, particularly those fo- cused on capturing and managing data from the real world, are poorly equipped to deal with the noise, loss, and uncertainty in data. We discuss a suite of techniques based on probabilistic models that are designed to allow database to tolerate noise and loss. These techniques are based ...更多

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