公开(公告)号：US07716198B2

公开(公告)日：2010-05-11

申请号：US11019091

申请日：2004-12-21

申请人： Dmitriy Meyerzon ,  Hang Li

发明人： Dmitriy Meyerzon ,  Hang Li

IPC分类号： G06F17/30

CPC分类号： G06F17/30684

摘要： Methods and computer-readable media are provided for ranking search results using feature extraction data. Each of the results of a search engine query is parsed to obtain data, such as text, formatting information, metadata, and the like. The text, the formatting information and the metadata are passed through a feature extraction application to extract data that may be used to improve a ranking of the search results based on relevance of the search results to the search engine query. The feature extraction application extracts features, such as titles, found in any of the text based on formatting information applied to or associated with the text. The extracted titles, the text, the formatting information and the metadata for any given search results item are processed according to a field weighting application for determining a ranking of the given search results item. Ranked search results items may then be displayed according to ranking.

摘要翻译： 提供方法和计算机可读介质用于使用特征提取数据对搜索结果进行排名。 解析搜索引擎查询的每个结果以获得诸如文本，格式信息，元数据等的数据。 文本，格式化信息和元数据通过特征提取应用程序传递，以提取可用于根据搜索结果与搜索引擎查询的相关性来提高搜索结果排名的数据。 特征提取应用程序基于应用于或与文本相关联的格式化信息来提取在任何文本中找到的特征，诸如标题。 根据用于确定给定搜索结果项目的排名的字段加权应用程序处理提取的标题，文本，格式化信息和用于任何给定搜索结果项目的元数据。 然后可以根据排名显示排名的搜索结果项。

公开(公告)号：US07656936B2

公开(公告)日：2010-02-02

申请号：US10352774

申请日：2003-01-28

申请人： Hang Li ,  Weidong Yang ,  Guanghan Xu

发明人： Hang Li ,  Weidong Yang ,  Guanghan Xu

IPC分类号： H04B1/00 ,  H04B1/10 ,  H04B7/02 ,  H04L1/02

CPC分类号： H04B1/71055 ,  H04B7/0851 ,  H04W16/28

摘要： A method and system for reducing interference in a wireless communication network is disclosed. The wireless communication network has at least one base station using an antenna array and one or more code channels to receive or transmit one or more communication signals from or to a plurality of terminals used by one or more users. A signal received by the antenna array carries one or more training sequences and a traffic signal in a frame. After estimating a spatial signature and joint channel response model per user based on the training sequences, one or more spatial weights are found based on the estimated spatial signature and joint channel response model to maximize a signal to noise ratio. A joint detection matrix is then formed based on the estimated spatial weights, the joint channel response model, and a user code channel assignment. After code correlating a traffic signal to obtain one or more user specific multi-antenna signals, a spatial combining is performed on one or more multi-antenna signals associated with each user to generate scalar symbol estimates. Thereafter, a joint detection is done based on the scalar symbol estimates using the joint detection matrix. Similar techniques can be used for downlink communications.

摘要翻译： 公开了一种用于减少无线通信网络中的干扰的方法和系统。 无线通信网络具有使用天线阵列和一个或多个代码信道的至少一个基站来接收或发送来自一个或多个用户使用的多个终端的一个或多个通信信号。 由天线阵列接收的信号在帧中携带一个或多个训练序列和交通信号。 在基于训练序列估计每个用户的空间签名和联合信道响应模型之后，基于估计的空间签名和联合信道响应模型找到一个或多个空间权重以使信噪比最大化。 然后基于估计的空间权重，联合信道响应模型和用户代码信道分配来形成联合检测矩阵。 在将业务信号相关以获得一个或多个用户特定多天线信号的代码之后，对与每个用户相关联的一个或多个多天线信号执行空间组合以生成标量符号估计。 此后，基于使用联合检测矩阵的标量符号估计完成联合检测。 类似的技术可以用于下行链路通信。

公开(公告)号：US20090319505A1

公开(公告)日：2009-12-24

申请号：US12141935

申请日：2008-06-19

申请人： Hang Li ,  Yunhua Hu ,  Guangping Gao ,  Yauhen Shnitko ,  Dmitriy Meyerzon ,  David Mowatt

发明人： Hang Li ,  Yunhua Hu ,  Guangping Gao ,  Yauhen Shnitko ,  Dmitriy Meyerzon ,  David Mowatt

IPC分类号： G06F7/06 ,  G06F17/30

CPC分类号： G06F17/2765 ,  G06N3/04

摘要： Various technologies and techniques are disclosed for calculating authorship dates for a document. A portion of a document to select to look for possible authorship dates is determined. The possible authorship dates are extracted from the portion of the document. A revised authorship date of the document is generated using a neural network. The revised authorship date is returned to an application or process that requested the date.

摘要翻译： 披露了各种技术和技术来计算文件的作者日期。 确定要选择查找可能的作者日期的文档的一部分。 可能的作者日期是从文档的部分中提取的。 使用神经网络生成文档的修订作者日期。 修改后的作者日期将返回给请求日期的应用程序或进程。

公开(公告)号：US07461056B2

公开(公告)日：2008-12-02

申请号：US11054113

申请日：2005-02-09

申请人： Yunbo Cao ,  Hang Li ,  Olivier Ribet ,  Benjamin Martin

发明人： Yunbo Cao ,  Hang Li ,  Olivier Ribet ,  Benjamin Martin

IPC分类号： G06F7/00 ,  G06F17/30

CPC分类号： G06F17/2775 ,  G06F17/30616 ,  G06F17/30672 ,  Y10S707/99934

摘要： A method for extracting key terms and associated key terms for use in text mining is provided. The method includes receiving unstructured text documents, such as emails over a customer service system. Term candidates are extracted based on identifying consecutive word strings satisfying a context independency threshold. Term candidates are weighted using mutual information to generate a list of weighted terms. The weighted terms are then recounted. Terms are associated based on Chi-square values. Associated terms can then be used for information retrieval. A user interface can be personalized with individual user profiles.

摘要翻译： 提供了一种提取用于文本挖掘的关键术语和相关关键词的方法。 该方法包括接收非结构化文本文档，例如通过客户服务系统的电子邮件。 基于识别满足上下文独立性阈值的连续字符串来提取术语候选。 使用相互信息对术语候选者进行加权以生成加权项列表。 然后重述加权条款。 术语是基于卡方值。 相关术语可用于信息检索。 用户界面可以通过个人用户配置文件进行个性化。

公开(公告)号：US07318022B2

公开(公告)日：2008-01-08

申请号：US10459816

申请日：2003-06-12

申请人： Hang Li

发明人： Hang Li

IPC分类号： G06F17/21 ,  G06F17/20 ,  G06F17/28

CPC分类号： G06F17/2785

摘要： A method of training a classifier includes applying a first classifier to a first set of unlabeled data to form a first set of labeled data. The first classifier is able to assign data to classes in a first set of classes. A second classifier is applied to a second set of unlabeled data to from a second set of labeled data. The second classifier is able to assign data to classes in a second set of classes that is different from the first set of classes. The first and second sets of labeled data are used to retrain the first classifier.

摘要翻译： 训练分类器的方法包括将第一分类器应用于第一组未标记数据以形成第一组标记数据。 第一个分类器能够将数据分配给第一组类中的类。 将第二分类器应用于来自第二组标记数据的第二组未标记数据。 第二个分类器能够将数据分配给与第一组类不同的第二组类中的类。 第一组和第二组标记数据用于重新训练第一分类器。

公开(公告)号：US07284006B2

公开(公告)日：2007-10-16

申请号：US10714540

申请日：2003-11-14

申请人： Yunbo Cao ,  Hang Li

发明人： Yunbo Cao ,  Hang Li

IPC分类号： G06F17/00

CPC分类号： G06F17/2229 ,  G06F17/30905 ,  Y10S707/99942 ,  Y10S707/99945

摘要： A computer-implemented method is provided that includes receiving a document and determining a file type for the document. In addition, the document is segmented into blocks of text as a function of the file type and at least one keyword and a summary is generated for the document.

摘要翻译： 提供了一种计算机实现的方法，其包括接收文档并确定文档的文件类型。 另外，根据文件类型将文档分割成文本块，并为文档生成至少一个关键字和摘要。

公开(公告)号：US07174420B2

公开(公告)日：2007-02-06

申请号：US10431009

申请日：2003-05-07

申请人： Michael D. Malueg ,  Hang Li ,  Yadhu N. Gopalan ,  Ronald Otto Radko ,  Daniel J. Polivy ,  Sharon Drasnin ,  Jason Ryan Farmer ,  DaiQian Huang

发明人： Michael D. Malueg ,  Hang Li ,  Yadhu N. Gopalan ,  Ronald Otto Radko ,  Daniel J. Polivy ,  Sharon Drasnin ,  Jason Ryan Farmer ,  DaiQian Huang

IPC分类号： G06F12/00

CPC分类号： G06F11/1435 ,  G11C11/16

摘要： In one aspect, the present disclosure describes a process for maintaining file allocation tables (FATs) for a volume of storage medium. The process includes triggering, by a write operation, modification of data in an existing sector of a data file by writing of data to a new sector of the storage medium. The process also includes writing revised used/unused sector information into one FAT and setting a variable indicative of a number of FATs (NOF) to a first value. The process additionally includes copying the one FAT to another FAT and re-setting the variable to a second value.

摘要翻译： 在一个方面，本发明描述了一种用于维护一卷存储介质的文件分配表（FAT）的过程。 该过程包括通过写入操作来通过将数据写入存储介质的新扇区来触发数据文件的现有扇区中的数据的修改。 该过程还包括将经修改的已使用/未使用的扇区信息写入一个FAT并将指示FAT（NOF）的数量的变量设置为第一值。 该过程另外包括将一个FAT复制到另一个FAT并将该变量重新设置为第二值。

公开(公告)号：US20060136411A1

公开(公告)日：2006-06-22

申请号：US11019091

申请日：2004-12-21

申请人： Dmitriy Meyerzon ,  Hang Li

发明人： Dmitriy Meyerzon ,  Hang Li

IPC分类号： G06F17/30

CPC分类号： G06F17/30684

摘要： Methods and computer-readable media are provided for ranking search results using feature extraction data. Each of the results of a search engine query is parsed to obtain data, such as text, formatting information, metadata, and the like. The text, the formatting information and the metadata are passed through a feature extraction application to extract data that may be used to improve a ranking of the search results based on relevance of the search results to the search engine query. The feature extraction application extracts features, such as titles, found in any of the text based on formatting information applied to or associated with the text. The extracted titles, the text, the formatting information and the metadata for any given search results item are processed according to a field weighting application for determining a ranking of the given search results item. Ranked search results items may then be displayed according to ranking.

摘要翻译： 提供方法和计算机可读介质用于使用特征提取数据对搜索结果进行排名。 解析搜索引擎查询的每个结果以获得诸如文本，格式信息，元数据等的数据。 文本，格式化信息和元数据通过特征提取应用程序传递，以提取可用于根据搜索结果与搜索引擎查询的相关性来提高搜索结果排名的数据。 特征提取应用程序基于应用于或与文本相关联的格式化信息来提取在任何文本中找到的特征，诸如标题。 根据用于确定给定搜索结果项目的排名的字段加权应用程序处理提取的标题，文本，格式化信息和用于任何给定搜索结果项目的元数据。 然后可以根据排名显示排名的搜索结果项。

公开(公告)号：US20050118451A1

公开(公告)日：2005-06-02

申请号：US10725870

申请日：2003-12-02

申请人： Hang Li ,  Madhavan Narayanan ,  William Koivula ,  Niladri Das ,  Robert Sanderson

发明人： Hang Li ,  Madhavan Narayanan ,  William Koivula ,  Niladri Das ,  Robert Sanderson

IPC分类号： B32B15/18 ,  B32B15/20

CPC分类号： B32B15/18 ,  C22C21/02 ,  Y10T428/12757 ,  Y10T428/12979

摘要： A heat shield for a catalytic converter includes a substrate and a coating made from Al—Si. The coating is applied to the substrate to form a mechanical bond between the substrate and the coating to provide a damping layer to reduce the peak resonances of the heat shield

摘要翻译： 用于催化转化器的隔热罩包括基材和由Al-Si制成的涂层。 将涂层施加到基底以在基底和涂层之间形成机械结合，以提供阻尼层，以减少隔热层的峰值共振

公开(公告)号：US09719953B2

公开(公告)日：2017-08-01

申请号：US14359502

申请日：2012-01-20

申请人： Rui Li ,  Hang Li ,  Xinmin Liu ,  Zhenlun Li ,  Jie Hou ,  Hualing Zhu ,  Laosheng Wu

发明人： Rui Li ,  Hang Li ,  Xinmin Liu ,  Zhenlun Li ,  Jie Hou ,  Hualing Zhu ,  Laosheng Wu

IPC分类号： G01N27/26 ,  G01R29/24

CPC分类号： G01N27/26 ,  G01R29/24

摘要： A system and process for determining and analyzing surface property parameters of a substance based on kinetic method is provided. The system comprises a sample processing system and a detection system. The sample processing system includes a reactor (3), a collector for liquid to be tested (5), and a container for liquid to be tested (6). The detection system includes a detecting electrode (13), a concentration and activity operator, a kinetic data processor, a surface property operation module, and a result output module. The process comprises: having the substance to be tested to be treated with an electrolyte solution, measuring activity of liquid to be tested upon reaction at a pre-set time interval, and processing with the kinetic data processor and the surface property operation module, so as to obtain surface property parameters of the substance to be tested. The present invention adopts kinetic method of ion exchange to overcome the issues associated with long reaction equilibrium time, not easy to determine equilibrium and not easy to accurately determine the value of m. Five parameters of the substance surface property can be calculated with only intercept and gradient of the linear regression equation obtained from the kinetic data, and the total amount of surface charge can also be directly determined.