Sorting points into neighborhoods (spin)
First Claim
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1. A method for analyzing data, comprising performing an unsupervised analysis of data according to a reordered distance matrix.
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Abstract
A method for an unsupervised analysis of data according to a reordered distance matrix. According to preferred embodiments thereof, the present invention is useful for large scale multidimensional data, more preferably data having at least four dimensions. The present invention is also preferably used for data comprising a plurality of objects characterized by continuous variables, for example variables having a continuum of possible values rather than a plurality of discrete values.
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Citations
44 Claims
- 1. A method for analyzing data, comprising performing an unsupervised analysis of data according to a reordered distance matrix.
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26. A method for analyzing gene expression data and/or data from a gene microarray, comprising data from a large number of genes analyzed simultaneously, comprising:
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filtering the data according to a variance filter to form filtered data;
determining a distance matrix for said filtered data; and
reordering said distance matrix to analyze said filtered data. - View Dependent Claims (27, 28, 29, 30, 31, 32, 33, 34)
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35. A method for analyzing data related to a biological process, optionally including a biological cycle, comprising the SPIN method.
- 36. A method for machine vision, comprising the SPIN method.
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43. A method for analyzing data from expression of genes in cancerous tissue, comprising the SPIN method.
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