Properties of the sample estimators used for statistical normalization of feature vectors
Data Mining and Knowledge Discovery, Volume 29, Issue 6, 2014.
EstimatorsNormalizationMinkowski metricsMixed databases
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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