归一化和标准化在聚类过程中的重要性

2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI) Pub Date : 1900-01-01 DOI:10.1109/SAMI.2014.6822444

P. Trebuna, J. Halčinová, Milan Fil'o, J. Markovič

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引用次数: 19

摘要

本文的主题是强调规范化和标准化在聚类过程中的重要性。每个特征的值往往是不同单位测量的结果，这可能导致一些特征似乎占主导地位，其他几个特征影响聚类分析的过程。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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The importance of normalization and standardization in the process of clustering

Subject of this article is to highlight the importance of normalization and standardization in the clustering process. The values of each character as they are often the results of measurements in different units, and it can cause that some characters seem to be dominating a few other characters influenced the course of cluster analysis.

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2014 IEEE 12th International Symposium on Applied Machine Intelligence and Informatics (SAMI)

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