公开(公告)号：US20070179354A1

公开(公告)日：2007-08-02

申请号：US11604494

申请日：2006-11-27

申请人： Steven Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： A61B5/00 ,  A61B19/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for determining one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module. The program module is stored in the memory and is configurable to be executed by the processor. The program module includes instructions for determining a statistical relationship between one or more temporal onsets corresponding to one or more events and a pattern of occurrence of a compound variable. The compound variable corresponds at least to a pattern of occurrence of a first variable and a pattern of occurrence of a second variable. The determining includes contributions from presence and absence information in the pattern of occurrence of the compound variable.

公开(公告)号：US20060015263A1

公开(公告)日：2006-01-19

申请号：US11177063

申请日：2005-07-08

申请人： Steven Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： G06F19/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for determining one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module. The program module is stored in the memory and is configurable to be executed by the processor. The program module includes instructions for determining a statistical relationship between one or more temporal onsets corresponding to one or more events and a pattern of occurrence of a compound variable. The compound variable corresponds at least to a pattern of occurrence of a first variable and a pattern of occurrence of a second variable. The determining includes contributions from presence and absence information in the pattern of occurrence of the compound variable.

摘要翻译： 描述了用于确定一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器和至少一个程序模块。 程序模块存储在存储器中，可配置为由处理器执行。 程序模块包括用于确定对应于一个或多个事件的一个或多个时间开始与复合变量的出现模式之间的统计关系的指令。 复合变量至少对应于第一变量的发生模式和第二变量的发生模式。 确定包括复合变量发生模式中存在和不存在信息的贡献。

公开(公告)号：US20060270918A1

公开(公告)日：2006-11-30

申请号：US11496755

申请日：2006-07-31

申请人： Steven Stupp ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Stupp ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： A61B5/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for determining one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module stored in the memory configured to be executed by the processor. The program module includes instructions for selecting a subset of temporal onsets in a set of temporal onsets, instructions for determining a statistical relationship between the subset of temporal onsets and a pattern of occurrence of a variable, and instructions for identifying the variable as a migraine variable in accordance with the statistical relationship. The subset of temporal onsets includes one or more onsets corresponding to one or more migraines experienced by at least one individual, and the set of temporal onsets includes the subset of temporal onsets and one or more temporal onsets corresponding to one or more additional headaches experienced by at least the one individual.

摘要翻译： 描述了用于确定一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器以及存储在存储器中的至少一个程序模块，其被配置为由处理器执行。 程序模块包括用于选择一组时间开始中的时间开始的子集的指令，用于确定时间开始的子集与变量的出现模式之间的统计关系的指令，以及用于将变量识别为偏头痛变量的指令 按照统计关系。 时间开始的子集包括对应于由至少一个个体经历的一个或多个偏头痛的一个或多个突发，并且所述时间突发的集合包括对应于一个或多个额外的头痛经历的一个或多个额外的头痛的时间开始的子集 至少一个人。

公开(公告)号：US08241211B2

公开(公告)日：2012-08-14

申请号：US11604494

申请日：2006-11-27

申请人： Steven Elliot Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Elliot Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： A61B5/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for determining one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module. The program module is stored in the memory and is configurable to be executed by the processor. The program module includes instructions for determining a statistical relationship between one or more temporal onsets corresponding to one or more events and a pattern of occurrence of a compound variable. The compound variable corresponds at least to a pattern of occurrence of a first variable and a pattern of occurrence of a second variable. The determining includes contributions from presence and absence information in the pattern of occurrence of the compound variable.

摘要翻译： 描述了用于确定一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器和至少一个程序模块。 程序模块存储在存储器中，可配置为由处理器执行。 程序模块包括用于确定对应于一个或多个事件的一个或多个时间开始与复合变量的出现模式之间的统计关系的指令。 复合变量至少对应于第一变量的发生模式和第二变量的发生模式。 确定包括复合变量发生模式中存在和不存在信息的贡献。

公开(公告)号：US07223234B2

公开(公告)日：2007-05-29

申请号：US11177063

申请日：2005-07-08

申请人： Steven Elliot Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Elliot Stupp ,  Chris Carpenter ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： A61B5/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for determining one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module. The program module is stored in the memory and is configurable to be executed by the processor. The program module includes instructions for determining a statistical relationship between one or more temporal onsets corresponding to one or more events and a pattern of occurrence of a compound variable. The compound variable corresponds at least to a pattern of occurrence of a first variable and a pattern of occurrence of a second variable. The determining includes contributions from presence and absence information in the pattern of occurrence of the compound variable.

摘要翻译： 描述了用于确定一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器和至少一个程序模块。 程序模块存储在存储器中，可配置为由处理器执行。 程序模块包括用于确定对应于一个或多个事件的一个或多个时间开始与复合变量的出现模式之间的统计关系的指令。 复合变量至少对应于第一变量的发生模式和第二变量的发生模式。 确定包括复合变量发生模式中存在和不存在信息的贡献。

公开(公告)号：US08062219B2

公开(公告)日：2011-11-22

申请号：US11496755

申请日：2006-07-31

申请人： Steven Elliot Stupp ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Elliot Stupp ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： A61B5/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for determining one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module stored in the memory configured to be executed by the processor. The program module includes instructions for selecting a subset of temporal onsets in a set of temporal onsets, instructions for determining a statistical relationship between the subset of temporal onsets and a pattern of occurrence of a variable, and instructions for identifying the variable as a migraine variable in accordance with the statistical relationship. The subset of temporal onsets includes one or more onsets corresponding to one or more migraines experienced by at least one individual, and the set of temporal onsets includes the subset of temporal onsets and one or more temporal onsets corresponding to one or more additional headaches experienced by at least the one individual.

摘要翻译： 描述了用于确定一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器以及存储在存储器中的至少一个程序模块，其被配置为由处理器执行。 程序模块包括用于选择一组时间开始中的时间开始的子集的指令，用于确定时间开始的子集与变量的出现模式之间的统计关系的指令，以及用于将变量识别为偏头痛变量的指令 按照统计关系。 时间开始的子集包括对应于由至少一个个体经历的一个或多个偏头痛的一个或多个突发，并且所述时间突发的集合包括对应于一个或多个额外的头痛经历的一个或多个额外的头痛的时间开始的子集 至少一个人。

公开(公告)号：US20120036103A1

公开(公告)日：2012-02-09

申请号：US13317321

申请日：2011-10-14

申请人： Steven Elliot Stupp ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Elliot Stupp ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： G06N5/02

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for identifying one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module stored in the memory configured to be executed by the processor. The program module includes instructions for selecting a subset of temporal onsets in a set of temporal onsets, instructions for determining a statistical relationship between the subset and a pattern of occurrence of a variable, and instructions for identifying the variable as an association variable in accordance with the statistical relationship. The subset includes one or more first temporal onsets corresponding to one or more instances of an event, and the set of temporal onsets includes the subset of temporal onsets and one or more second temporal onsets corresponding to one or more instances of a reoccurrence event.

摘要翻译： 描述了用于识别一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器以及存储在存储器中的至少一个程序模块，其被配置为由处理器执行。 程序模块包括用于在一组时间开始中选择时间开始的子集的指令，用于确定子集与变量的出现模式之间的统计关系的指令，以及根据变量的用于将变量标识为关联变量的指令 统计关系。 该子集包括对应于事件的一个或多个实例的一个或多个第一临时引用，并且该时间戳集合包括对应于再发生事件的一个或多个实例的时间突发的子集和一个或多个第二时间突发。

公开(公告)号：US09002776B2

公开(公告)日：2015-04-07

申请号：US13317321

申请日：2011-10-14

申请人： Steven Elliot Stupp ,  Lawrence Newman ,  Gert Lanckriet

发明人： Steven Elliot Stupp ,  Lawrence Newman ,  Gert Lanckriet

IPC分类号： G06N7/00 ,  G06F17/18 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  A61B5/00

CPC分类号： G06F17/18 ,  A61B5/0002 ,  A61B5/7267 ,  G06F19/00 ,  G06Q50/22 ,  G06Q50/24 ,  G16H10/20 ,  G16H50/20 ,  G16H50/50 ,  G16H50/70 ,  Y10S128/92

摘要： An apparatus, and related method, for identifying one or more association variables is described. The apparatus includes at least one processor, at least one memory, and at least one program module stored in the memory configured to be executed by the processor. The program module includes instructions for selecting a subset of temporal onsets in a set of temporal onsets, instructions for determining a statistical relationship between the subset and a pattern of occurrence of a variable, and instructions for identifying the variable as an association variable in accordance with the statistical relationship. The subset includes one or more first temporal onsets corresponding to one or more instances of an event, and the set of temporal onsets includes the subset of temporal onsets and one or more second temporal onsets corresponding to one or more instances of a reoccurrence event.

摘要翻译： 描述了用于识别一个或多个关联变量的装置和相关方法。 该装置包括至少一个处理器，至少一个存储器以及存储在存储器中的至少一个程序模块，其被配置为由处理器执行。 程序模块包括用于在一组时间开始中选择时间开始的子集的指令，用于确定子集与变量的出现模式之间的统计关系的指令，以及根据变量的用于将变量标识为关联变量的指令 统计关系。 该子集包括对应于事件的一个或多个实例的一个或多个第一临时引用，并且该时间戳集合包括对应于再发生事件的一个或多个实例的时间突发的子集和一个或多个第二时间突发。

公开(公告)号：US08112418B2

公开(公告)日：2012-02-07

申请号：US12052299

申请日：2008-03-20

申请人： Douglas Turnbull ,  Luke Barrington ,  Ruoran Liu ,  Gert Lanckriet

发明人： Douglas Turnbull ,  Luke Barrington ,  Ruoran Liu ,  Gert Lanckriet

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G11B27/11 ,  G06F17/30752 ,  G06F17/30766

摘要： Embodiments of a computer system to determine one or more annotation items associated with an audio file are described. During operation, the computer system provides an interactive environment in which multiple users listen to the audio file within a time interval. Next, the computer system receives one or more annotation items associated with the audio file from the multiple users. Then, the computer system displays the received one or more annotation items from the multiple users in the interactive environment, thereby enabling the multiple users to provide feedback to a given user in the multiple users.

摘要翻译： 描述了用于确定与音频文件相关联的一个或多个注释项目的计算机系统的实施例。 在操作期间，计算机系统提供交互式环境，多个用户在一个时间间隔内听音频文件。 接下来，计算机系统从多个用户接收与音频文件相关联的一个或多个注释项目。 然后，计算机系统从交互式环境中的多个用户显示接收的一个或多个注解项目，从而使多个用户能够向多个用户中的给定用户提供反馈。

公开(公告)号：US20070162406A1

公开(公告)日：2007-07-12

申请号：US11332718

申请日：2006-01-12

申请人： Gert Lanckriet

发明人： Gert Lanckriet

IPC分类号： G06F15/18

CPC分类号： G06K9/6262 ,  G06K9/6269 ,  G06N99/005

摘要： The invention relates to improved methods and computer-based systems and software products useful for deriving and optimizing linear classifiers based on an adjusted sparse linear programming methodology (A-SPLP). This methodology is based on minimizing an objective function, wherein the objective function includes a loss term representing the performance of the objective function on a training dataset comprising at least two separate, adjustable weighting constants associated with classification errors for data points in-class and not-in-class, respectively.

摘要翻译： 本发明涉及用于基于经调整的稀疏线性规划方法（A-SPLP）导出和优化线性分类器的改进方法和基于计算机的系统和软件产品。 该方法基于最小化目标函数，其中目标函数包括表示目标函数在训练数据集上的性能的损失项，所述训练数据集包括至少两个独立的，可调整的加权常数，所述加权常数与数据点类别中的分类误差相关联 -in类。