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- Self-similarity refers to the property where an object or process is similar to a part of itself, either exactly or approximately. In mathematics, self-similar objects have the same shape as one or more of their parts, and many real-world phenomena, such as coastlines, exhibit statistical self-similarity at different scales. In data analysis, self-similarity can be represented using matrices or other measures12. Self-similar processes in stochastic modeling behave the same when viewed at different degrees of magnification or scales3.Learn more:✕This summary was generated using AI based on multiple online sources. To view the original source information, use the "Learn more" links.In mathematics, a self-similar object is exactly or approximately similar to a part of itself (i.e., the whole has the same shape as one or more of the parts). Many objects in the real world, such as coastlines, are statistically self-similar: parts of them show the same statistical properties at many scales.en.wikipedia.org/wiki/Self-similarityIn data analysis, the self-similarity matrix is a graphical representation of similar sequences in a data series. Similarity can be explained by different measures, like spatial distance (distance matrix), correlation, or comparison of local histograms or spectral properties (e.g. IXEGRAM).en.wikipedia.org/wiki/Self-similarity_matrixSelf-similar processes are types of stochastic processes that exhibit the phenomenon of self-similarity. A self-similar phenomenon behaves the same when viewed at different degrees of magnification, or different scales on a dimension (space or time).en.wikipedia.org/wiki/Self-similar_process
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WEBMar 28, 2021 · In mathematics, self-similarity describes the property of an object if a part of it resembles the whole object. In the aforementioned nursery rhyme, the story the old monk tells is the same as the rhyme itself.
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WEBQuasi self-similarity: approximates the same pattern at different scales; may contain small copies of the entire fractal in distorted and degenerate forms; e.g., the Mandelbrot set's satellites are approximations of the …
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