Properties of the sample estimators used for statistical normalization of feature vectors

    Mikhail Y. Prostov
    Mikhail Y. Prostov
    Maria M. Suarez-Alvarez
    Maria M. Suarez-Alvarez
    Yuriy I. Prostov
    Yuriy I. Prostov

    Data Mining and Knowledge Discovery, Volume 29, Issue 6, 2014.

    Cited by: 0|Bibtex|Views17|Links
    EI
    Keywords:
    EstimatorsNormalizationMinkowski metricsMixed databases

    Abstract:

    Normalization of feature vectors is often used as a step of data preprocessing for clustering. A unified statistical approach to feature vector normalization has been proposed recently by the authors. After the proposed normalization, the contributions of both numerical and categorical attributes to a specified objective function are stat...More

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