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    Efficient Sampling: Application to Image Data

    Sampling is an important preprocessing algorithm that is used to mine large data efficiently. Although a simple random sample often works fine for reasonable sample size, accuracy falls sharply with reduced sa...

    Surong Wang, Manoranjan Dash… in Advances in Knowledge Discovery and Data M… (2005)