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1.发明授权Method and apparatus for discovering patterns in binary or categorical data 失效用于发现二进制或分类数据中的模式的方法和装置公开(公告)号：US07761238B2
公开(公告)日：2010-07-20
申请号：US10956671
申请日：2004-10-01
摘要： The present invention relates to a computationally efficient method of finding patterns in any data that can be expressed in the form of arrays of binary features or arrays of categorical features. This includes data represented by continuous-valued attributes that can be transformed to a categorical representation, such as the discovery of patterns of genetic variability that may be causally related to diseases or traits, as well as the discovery of patterns of protein biomarkers that may be used for medical diagnostics, prognostics, and therapeutics. The invention further relates to a program storage device having instructions for controlling a computer system to perform the methods, and to a program storage device containing data structures used in the practice of the methods.
摘要翻译： 本发明涉及一种在二进制特征或分类特征阵列的形式表达的任何数据中寻找模式的计算有效的方法。 这包括可以转化为分类表示的连续值属性所表示的数据，例如可能与疾病或性状有因果关系的遗传变异性模式的发现，以及可能发现的蛋白质生物标志物的模式 用于医学诊断，预后和治疗。 本发明还涉及具有用于控制计算机系统执行方法的指令的程序存储装置，以及包含在实施方法中使用的数据结构的程序存储装置。
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公开(公告)号：US20130124522A1
公开(公告)日：2013-05-16
申请号：US13464254
申请日：2012-05-04
CPC分类号： G06F16/283 , G01N15/1429 , G06F16/22 , G06K9/6298 , G16B40/00
摘要： The present invention relates to methods for representing multidimensional data. The methods of the present invention are well suited but not limited to the representation of multidimensional data in such a way as to enable the comparison and differentiation of data sets. For example, the invention may be applied to the representation of flow cytometric data. The invention further relates to a program storage device having instructions for controlling a computer system to perform the methods, and to a program storage device containing data structures used in the practice of the methods.
摘要翻译： 本发明涉及用于表示多维数据的方法。 本发明的方法非常适合于但不限于以能够进行数据集的比较和区分的方式表示多维数据。 例如，本发明可以应用于流式细胞术数据的表示。 本发明还涉及具有用于控制计算机系统执行方法的指令的程序存储装置，以及包含在实施方法中使用的数据结构的程序存储装置。
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公开(公告)号：US20090307248A1
公开(公告)日：2009-12-10
申请号：US12293081
申请日：2007-03-30
IPC分类号： G06F17/30
CPC分类号： G06F17/30592 , G01N15/1429 , G06F17/30312 , G06F19/24 , G06K9/6298
摘要： The present invention relates to methods for representing multidimensional data. The methods of the present invention are well suited but not limited to the representation of multidimensional data in such a way as to enable the comparison and differentiation of data sets. For example, the invention may be applied to the representation of flow cytometric data. The invention further relates to a program storage device having instructions for controlling a computer system to perform the methods, and to a program storage device containing data structures used in the practice of the methods.
摘要翻译： 本发明涉及用于表示多维数据的方法。 本发明的方法非常适合于但不限于以能够进行数据集的比较和区分的方式表示多维数据。 例如，本发明可以应用于流式细胞术数据的表示。 本发明还涉及具有用于控制计算机系统执行方法的指令的程序存储装置，以及包含在实施方法中使用的数据结构的程序存储装置。
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公开(公告)号：US07467047B2
公开(公告)日：2008-12-16
申请号：US09851674
申请日：2001-05-09
申请人： Akhileswar Ganesh Vaidyanathan , David Reuben Argentar , Karen Marie Bloch , Herbert Alan Holyst , Allan Robert Moser , Wade Thomas Rogers
发明人： Akhileswar Ganesh Vaidyanathan , David Reuben Argentar , Karen Marie Bloch , Herbert Alan Holyst , Allan Robert Moser , Wade Thomas Rogers
IPC分类号： G01N33/48
CPC分类号： G06F19/22
摘要： A method of discovering one or more patterns in two sequences of symbols S1 and S2 includes the formation, for each sequence, of a master offset table that groups for each symbol the position in the sequence occupied by each occurrence of that symbol. The difference in position between each occurrence of a symbol in one of the sequences and each occurrence of that same symbol in the other sequence is determined and a Pattern Map is formed. For each given value of a difference in position the Pattern Map lists the position in the first sequence of each symbol therein that appears in the second sequence at that difference in position. The collection of the symbols tabulated for each value of difference in position thereby defines a parent pattern in the first sequence that is repeated in the second sequence.A computer readable medium having instructions for controlling a computer system to perform the method and a computer readable medium containing a data structure used in the practice of the method are also disclosed.
摘要翻译： 发现符号S1和S2的两个序列中的一个或多个模式的方法包括为每个序列形成为每个符号分组在该符号的每次出现所占据的序列中的位置的主偏移表。 确定其中一个序列中每个出现符号与另一个序列中相同符号的每个出现之间的位置差异，并形成模式图。 对于位置差异的每个给定值，模式图列出了在该位置差异中出现在第二个序列中的每个符号的第一个序列中的位置。 为每个位置值列出的符号的集合由此定义了在第二序列中重复的第一序列中的父模式。 还公开了一种具有用于控制计算机系统执行该方法的指令的计算机可读介质和包含在该方法的实践中使用的数据结构的计算机可读介质。
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公开(公告)号：US08214157B2
公开(公告)日：2012-07-03
申请号：US12293081
申请日：2007-03-30
CPC分类号： G06F17/30592 , G01N15/1429 , G06F17/30312 , G06F19/24 , G06K9/6298
摘要： The present invention relates to methods for representing multidimensional data. The methods of the present invention are well suited but not limited to the representation of multidimensional data in such a way as to enable the comparison and differentiation of data sets. For example, the invention may be applied to the representation of flow cytometric data. The invention further relates to a program storage device having instructions for controlling a computer system to perform the methods, and to a program storage device containing data structures used in the practice of the methods.
摘要翻译： 本发明涉及用于表示多维数据的方法。 本发明的方法非常适合于但不限于以能够进行数据集的比较和区分的方式表示多维数据。 例如，本发明可以应用于流式细胞术数据的表示。 本发明还涉及具有用于控制计算机系统执行方法的指令的程序存储装置，以及包含在实施方法中使用的数据结构的程序存储装置。
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