蛋白质组学数据的形状不变模糊聚类

2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622) Pub Date : 2002-08-07 DOI:10.1109/NAFIPS.2002.1018029

M. Berthold, D. E. Patterson, M. Ortolani, H. Hofer, F. Hoppner, O. Callan

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引用次数: 0

摘要

我们提出了一种模糊c均值的变体，它允许我们以比例不变的方式在时间序列数据中找到相似的形状。我们使用来自蛋白质质谱的数据来展示这种方法如何找到感兴趣的区域，而不需要特别的归一化。

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Shape-invariant fuzzy clustering of proteomics data

We present a variant of fuzzy c-means that allows us to find similar shapes in time series data in a scale-invariant fashion. We use data from protein mass spectrography to show how this approach finds areas of interest without a need for ad-hoc normalizations.

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2002 Annual Meeting of the North American Fuzzy Information Processing Society Proceedings. NAFIPS-FLINT 2002 (Cat. No. 02TH8622)

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