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1. 发明授权

US08918397B2 Clustering customers 有权
标题翻译：聚集客户
公开(公告)号：US08918397B2
公开(公告)日：2014-12-23
申请号：US13561468
申请日：2012-07-30
申请人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
发明人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
IPC分类号： G06F17/30 , G06Q30/02
CPC分类号： G06Q30/02
摘要： A computer implemented method for clustering customers includes receiving a source set of customer records, wherein each customer record represents one customer, and each customer record includes at least one data attribute, and each data attribute has an attribute value; pre-processing the source set of customer records to generate a pre-processed set of customer records; executing a clustering algorithm on the pre-processed set of customer records to group the pre-processed set of customer records into clusters of a pre-defined number. The pre-processing comprises: determining the type of a customer in the source set of customer records; using a type attribute value to indicate the type of the customer in its customer record; normalizing data attribute values and type attribute values; weighting to the data attribute values and the type attribute values respectively to obtain weighted attribute values of the data attribute and weighted attribute values of the type attribute.
摘要翻译：用于聚类客户的计算机实现方法包括接收客户记录的源集合，其中每个客户记录表示一个客户，并且每个客户记录包括至少一个数据属性，并且每个数据属性具有属性值; 预处理客户记录的源集合以生成预处理的一组客户记录; 在预处理的客户记录集上执行聚类算法，以将预处理的客户记录集合分组成预定义数量的集群。预处理包括：确定客户记录源组中客户的类型; 使用类型属性值来指示客户记录中客户的类型; 归一化数据属性值和类型属性值; 分别对数据属性值和类型属性值进行加权，以获得类型属性的数据属性和加权属性值的加权属性值。

2. 发明申请

US20120290580A1 CLUSTERING CUSTOMERS 有权
标题翻译：聚集客户
公开(公告)号：US20120290580A1
公开(公告)日：2012-11-15
申请号：US13561468
申请日：2012-07-30
申请人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
发明人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
IPC分类号： G06F17/30
CPC分类号： G06Q30/02
摘要： A computer implemented method for clustering customers includes receiving a source set of customer records, wherein each customer record represents one customer, and each customer record includes at least one data attribute, and each data attribute has an attribute value; pre-processing the source set of customer records to generate a pre-processed set of customer records; executing a clustering algorithm on the pre-processed set of customer records to group the pre-processed set of customer records into clusters of a pre-defined number. The pre-processing comprises: determining the type of a customer in the source set of customer records; using a type attribute value to indicate the type of the customer in its customer record; normalizing data attribute values and type attribute values; weighting to the data attribute values and the type attribute values respectively to obtain weighted attribute values of the data attribute and weighted attribute values of the type attribute.
摘要翻译：用于聚类客户的计算机实现方法包括接收客户记录的源集合，其中每个客户记录表示一个客户，并且每个客户记录包括至少一个数据属性，并且每个数据属性具有属性值; 预处理客户记录的源集合以生成预处理的一组客户记录; 在预处理的客户记录集上执行聚类算法，以将预处理的客户记录集合分组成预定义数量的集群。预处理包括：确定客户记录源组中客户的类型; 使用类型属性值来指示客户记录中客户的类型; 归一化数据属性值和类型属性值; 分别对数据属性值和类型属性值进行加权，以获得类型属性的数据属性和加权属性值的加权属性值。

3. 发明授权

US08914372B2 Clustering customers 有权
标题翻译：聚集客户
公开(公告)号：US08914372B2
公开(公告)日：2014-12-16
申请号：US13432361
申请日：2012-03-28
申请人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
发明人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
IPC分类号： G06F17/30 , G06Q30/02
CPC分类号： G06Q30/02
摘要： A computer implemented method for clustering customers includes receiving a source set of customer records, wherein each customer record represents one customer, and each customer record includes at least one data attribute, and each data attribute has an attribute value; pre-processing the source set of customer records to generate a pre-processed set of customer records; executing a clustering algorithm on the pre-processed set of customer records to group the pre-processed set of customer records into clusters of a pre-defined number. The pre-processing comprises: determining the type of a customer in the source set of customer records; using a type attribute value to indicate the type of the customer in its customer record; normalizing data attribute values and type attribute values; weighting to the data attribute values and the type attribute values respectively to obtain weighted attribute values of the data attribute and weighted attribute values of the tune attribute.
摘要翻译：用于聚类客户的计算机实现方法包括接收客户记录的源集合，其中每个客户记录表示一个客户，并且每个客户记录包括至少一个数据属性，并且每个数据属性具有属性值; 预处理客户记录的源集合以生成预处理的一组客户记录; 在预处理的客户记录集上执行聚类算法，以将预处理的客户记录集合分组成预定义数量的集群。预处理包括：确定客户记录源组中客户的类型; 使用类型属性值来指示客户记录中客户的类型; 归一化数据属性值和类型属性值; 分别对数据属性值和类型属性值进行加权，以获得数据属性的加权属性值和调整属性的加权属性值。

4. 发明申请

US20120254179A1 CLUSTERING CUSTOMERS 有权
标题翻译：聚集客户
公开(公告)号：US20120254179A1
公开(公告)日：2012-10-04
申请号：US13432361
申请日：2012-03-28
申请人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
发明人： Heng Cao , Jin Dong , Jacqueline Giang Huong Morris , Ming Xie , Wen Jun Yin , Bin Zhang
IPC分类号： G06F17/30
CPC分类号： G06Q30/02
摘要： A computer implemented method for clustering customers includes receiving a source set of customer records, wherein each customer record represents one customer, and each customer record includes at least one data attribute, and each data attribute has an attribute value; pre-processing the source set of customer records to generate a pre-processed set of customer records; executing a clustering algorithm on the pre-processed set of customer records to group the pre-processed set of customer records into clusters of a pre-defined number. The pre-processing comprises: determining the type of a customer in the source set of customer records; using a type attribute value to indicate the type of the customer in its customer record; normalizing data attribute values and type attribute values; weighting to the data attribute values and the type attribute values respectively to obtain weighted attribute values of the data attribute and weighted attribute values of the tune attribute.
摘要翻译：用于聚类客户的计算机实现方法包括接收客户记录的源集合，其中每个客户记录表示一个客户，并且每个客户记录包括至少一个数据属性，并且每个数据属性具有属性值; 预处理客户记录的源集合以生成预处理的一组客户记录; 在预处理的客户记录集上执行聚类算法，以将预处理的客户记录集合分组成预定义数量的集群。预处理包括：确定客户记录源组中客户的类型; 使用类型属性值来指示客户记录中客户的类型; 归一化数据属性值和类型属性值; 分别对数据属性值和类型属性值进行加权，以获得数据属性的加权属性值和调整属性的加权属性值。

5. 发明授权

US08439672B2 Method and system for optimizing dental aligner geometry 有权
公开(公告)号：US08439672B2
公开(公告)日：2013-05-14
申请号：US12346735
申请日：2008-12-30
申请人： Vadim Matov , John Y. Morton , Eric Kuo , Heng Cao
发明人： Vadim Matov , John Y. Morton , Eric Kuo , Heng Cao
IPC分类号： A61C3/00
CPC分类号： A61C7/002 , A61B6/032 , A61B6/14 , A61C7/00 , A61C7/02 , A61C7/08 , A61C7/146 , A61C7/16 , A61C7/20 , B33Y80/00
摘要： Method and system for establishing an initial position of a tooth, determining a target position of the tooth in a treatment plan, calculating a movement vector associated with the tooth movement from the initial position to the target position, determining a plurality of components corresponding to the movement vector, and determining a corresponding one or more positions of a respective one or more attachment devices relative to a surface plane of the tooth such that the one or more attachment devices engages with a dental appliance are provided.

6. 发明申请

US20090092942A1 INJECTION IMPRESSION TRAY 有权
标题翻译：注射纸托盘
公开(公告)号：US20090092942A1
公开(公告)日：2009-04-09
申请号：US11867608
申请日：2007-10-04
申请人： Ken Wu , Jon Moss , Ryan Kimura , Heng Cao
发明人： Ken Wu , Jon Moss , Ryan Kimura , Heng Cao
IPC分类号： A61C9/00
CPC分类号： A61C9/0006
摘要： The present invention relates to an improved dental impression tray and related methods. In one embodiment, a dental impression tray includes a first portion for receiving impression material from a source and a second portion is configured for receiving a patient's upper or lower teeth and will at least partial define a cavity shaped to receive the teeth during use. In use, impression material introduced into the first portion can pass through openings and into the second portion and around a patient's teeth.
摘要翻译：本发明涉及一种改进的牙印模托盘及相关方法。在一个实施例中，牙齿印模托盘包括用于从源接收印模材料的第一部分，并且第二部分构造成用于接收患者的上牙或下牙，并且将至少部分地限定在使用期间成形为接收牙齿的腔。在使用中，引入第一部分的印模材料可以穿过开口并进入第二部分和患者的牙齿周围。

7. 发明申请

US20090030348A1 Concurrently measuring a force exerted upon each of a plurality of teeth 有权
公开(公告)号：US20090030348A1
公开(公告)日：2009-01-29
申请号：US11881529
申请日：2007-07-27
申请人： Ryan Kimura , Heng Cao , Jon Moss , Ken Wu , Li-Hung Su
发明人： Ryan Kimura , Heng Cao , Jon Moss , Ken Wu , Li-Hung Su
IPC分类号： A61C19/04
CPC分类号： A61C19/04
摘要： A system and method for concurrently measuring a force exerted upon a tooth is disclosed. In one aspect of the invention, the system includes a target tooth attached to a force gauge which is coupled to a motion module for adjusting the tooth to a reference position. The method includes utilizing a motion module of a force measurement device is utilized to adjust each target tooth of a plurality of target teeth to be located in a reference position. Next, each target tooth receives a dental appliance. Then an exerted force is measured by the dental appliance upon each target tooth utilizing a coordinate system of the force gauge.

8. 发明申请

US20130018839A1 ENABLING COMPUTATIONAL PROCESS AS A DYNAMIC DATA SOURCE FOR BI REPORTING SYSTEMS 有权
标题翻译：使用计算过程作为BI报告系统的动态数据源
公开(公告)号：US20130018839A1
公开(公告)日：2013-01-17
申请号：US13397734
申请日：2012-02-16
申请人： Michael Adendorff , Heng Cao , David L. Jensen , Chen Jiang , Tarun Kumar
发明人： Michael Adendorff , Heng Cao , David L. Jensen , Chen Jiang , Tarun Kumar
IPC分类号： G06F17/30
CPC分类号： G06F17/3056
摘要： There is provided a system, method and computer program product for integrating at least one analytical or modeling driver into an existing business analytic environment. The system comprises a BAMS (Business Analytics and Mathematical Sciences) driver, implemented on the memory device and run by the processor, loads a real database driver and redirects a request from a client application to the real database driver. An extension driver, invoked by the BAMS driver, provides an interface to a data modeling or processing software and converts the interface from a software environment compiled by a programming language to another software environment targeted to another programming language. The extension driver extends or overrides functionalities of the BAMS driver. Implementing the BAMS driver and the extension driver in the existing business analytic environment do not require any change made on the existing business analytic environment.
摘要翻译：提供了一种用于将至少一个分析或建模驱动程序集成到现有业务分析环境中的系统，方法和计算机程序产品。该系统包括在存储设备上实现并由处理器运行的BAMS（业务分析和数学科学）驱动程序，加载真实的数据库驱动程序，并将请求从客户端应用程序重定向到真实的数据库驱动程序。由BAMS驱动程序调用的扩展驱动程序为数据建模或处理软件提供了一个接口，并将接口从由编程语言编译的软件环境转换为另一种针对另一种编程语言的软件环境。扩展驱动程序扩展或覆盖了BAMS驱动程序的功能。在现有业务分析环境中实施BAMS驱动程序和扩展驱动程序不需要对现有业务分析环境进行任何更改。

9. 发明申请

US20110136072A1 TACTILE OBJECTS FOR ORTHODONTICS, SYSTEMS AND METHODS 有权
标题翻译： ORTHODONTICS，系统和方法的战术目标
公开(公告)号：US20110136072A1
公开(公告)日：2011-06-09
申请号：US12633715
申请日：2009-12-08
申请人： Chunhua Li , Jennifer Chen , John Morton , Jon Moss , Clark Kaufhardt , Heng Cao
发明人： Chunhua Li , Jennifer Chen , John Morton , Jon Moss , Clark Kaufhardt , Heng Cao
IPC分类号： A61C7/00 , B23P13/00
CPC分类号： A61C7/08 , A61C7/14 , B33Y80/00 , Y10T29/49568
摘要： Methods, systems, and apparatus's for improving orthodontic treatments. In an embodiment, an orthodontic system including a tactile object is provided for modulating an engagement between a tooth attachment and an orthodontic appliance.
摘要翻译：用于改善正畸治疗的方法，系统和装置。在一个实施例中，提供了包括触觉物体的矫正系统，用于调节牙齿附件和正畸器具之间的接合。

10. 发明授权

US07481121B1 Orthodontic force measurement system 有权
标题翻译：正畸力测量系统
公开(公告)号：US07481121B1
公开(公告)日：2009-01-27
申请号：US11881528
申请日：2007-07-27
申请人： Heng Cao
发明人： Heng Cao
IPC分类号： G01L1/22
CPC分类号： G01L5/161 , A61C7/00 , A61C19/04
摘要： A method for concurrently measuring a force exerted upon each of a plurality of teeth is disclosed. A dentition crown connecting rod associated with a force gauge is positioned such that a dentition crown coupled to the dentition crown connecting rod may be received within a corresponding cavity of a reference aligner. A measurement aligner is then applied to the dentition crown, wherein the dentition crown is positioned to be received within a corresponding cavity of a reference aligner. A force exerted on the dentition crown by the measurement aligner is then calculated.
摘要翻译：公开了一种用于同时测量施加在多个齿中的每一个上的力的方法。定位与力量计相关联的牙列冠连接杆，使得联接到牙列冠连接杆的牙列冠可以被接收在参考对准器的相应空腔内。然后将测量对准器施加到齿列冠，其中齿列冠定位成接收在参考对准器的相应空腔内。然后计算由测量对准器施加在牙列冠上的力。

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