公开(公告)号：US09201876B1

公开(公告)日：2015-12-01

申请号：US13482296

申请日：2012-05-29

申请人： Shailesh Kumar ,  Mahesh Chhaparia ,  Shweta Pathak

发明人： Shailesh Kumar ,  Mahesh Chhaparia ,  Shweta Pathak

IPC分类号： G06F17/00 ,  G06F17/30 ,  G06F17/27 ,  G06F17/28 ,  G06F17/20

CPC分类号： G06F17/30 ,  G06F17/20 ,  G06F17/27 ,  G06F17/277 ,  G06F17/28

摘要： Methods and apparatus related to contextual weighting of words. Methods are provided for determining co-occurrence relationships between words in a corpus of word groupings and for contextually weighting words in a word grouping as a function of which other words are present in the word grouping.

摘要翻译： 与语境相关的方法和设备。 提供了用于确定词组的语料库中的单词之间的同现关系以及在单词分组中的上下文加权单词作为单词分组中存在其他单词的函数的方法。

公开(公告)号：US08832126B2

公开(公告)日：2014-09-09

申请号：US13220013

申请日：2011-08-29

申请人： Shailesh Kumar ,  Mahesh Chhaparia ,  Gaurav Agarwal

发明人： Shailesh Kumar ,  Mahesh Chhaparia ,  Gaurav Agarwal

IPC分类号： G06F7/00 ,  G06Q50/18 ,  G06Q10/10 ,  G06F17/30

CPC分类号： G06Q10/10 ,  G06F17/30011 ,  G06Q50/18

摘要： Given a set of documents relevant to a litigation hold and a seed set of custodians, a second set of custodians can be generated and suggested to a user. After receiving a seed set of keywords and/or custodians, documents are identified based on their relevance. Relevant documents are searched for custodian names, and appropriate custodian names are presented to a user. Additionally, based on a first set of custodians, a suggested set of custodians can be provided to a user based on relationships between the sets of custodians.

摘要翻译： 鉴于一系列与诉讼保持有关的文件和种子保管人，可以向用户生成并建议第二组保管人。 在收到关键字和/或保管人的种子后，根据其相关性来识别文件。 搜索相关文件的保管人姓名，并向用户显示适当的保管人姓名。 另外，根据第一套保管人，可以根据保管人组之间的关系向用户提供一组建议的保管人。

公开(公告)号：US20120310951A1

公开(公告)日：2012-12-06

申请号：US13220013

申请日：2011-08-29

申请人： Shailesh Kumar ,  Mahesh Chhaparia ,  Gaurav Agarwal

发明人： Shailesh Kumar ,  Mahesh Chhaparia ,  Gaurav Agarwal

IPC分类号： G06F17/30

CPC分类号： G06Q10/10 ,  G06F17/30011 ,  G06Q50/18

摘要： Given a set of documents relevant to a litigation hold and a seed set of custodians, a second set of custodians can be generated and suggested to a user. After receiving a seed set of keywords and/or custodians, documents are identified based on their relevance. Relevant documents are searched for custodian names, and appropriate custodian names are presented to a user. Additionally, based on a first set of custodians, a suggested set of custodians can be provided to a user based on relationships between the sets of custodians.

摘要翻译： 鉴于一系列与诉讼保持有关的文件和种子保管人，可以向用户生成并建议第二组保管人。 在收到关键字和/或保管人的种子后，根据其相关性来识别文件。 搜索相关文件的保管人姓名，并向用户显示适当的保管人姓名。 另外，根据第一套保管人，可以根据保管人组之间的关系向用户提供一组建议的保管人。

公开(公告)号：US08880492B2

公开(公告)日：2014-11-04

申请号：US13219846

申请日：2011-08-29

申请人： Shailesh Kumar ,  Mahesh Chhaparia

发明人： Shailesh Kumar ,  Mahesh Chhaparia

IPC分类号： G06F17/30

CPC分类号： G06F17/30648 ,  G06F17/30719

摘要： Given a set of documents relevant to a litigation hold and a seed set of keywords, a second set of keywords can be generated and suggested to a user. Each document in a training set of documents is given an indication of relevance. Based on the indication of relevance, a set of further keywords relevant to the litigation is extracted from the documents and suggested to a user. The suggested set of keywords may or may not include keywords in the seed set. Additionally, the suggested set of keywords may be related to the seed set of keywords.

摘要翻译： 给定与诉讼保留相关的一组文档和一组关键字，可以为用户生成并建议第二组关键字。 培训文件中的每个文件都有相关性的指示。 根据相关性的指示，从文件中提取与诉讼相关的一组进一步的关键词，并向用户提出建议。 建议的一组关键字可能包含或不包括种子集中的关键字。 此外，建议的一组关键字可能与关键字的种子集有关。

公开(公告)号：US20120310930A1

公开(公告)日：2012-12-06

申请号：US13219846

申请日：2011-08-29

申请人： Shailesh Kumar ,  Mahesh Chhaparia

发明人： Shailesh Kumar ,  Mahesh Chhaparia

IPC分类号： G06F17/30

CPC分类号： G06F17/30648 ,  G06F17/30719

摘要： Given a set of documents relevant to a litigation hold and a seed set of keywords, a second set of keywords can be generated and suggested to a user. Each document in a training set of documents is given an indication of relevance. Based on the indication of relevance, a set of further keywords relevant to the litigation is extracted from the documents and suggested to a user. The suggested set of keywords may or may not include keywords in the seed set. Additionally, the suggested set of keywords may be related to the seed set of keywords.

摘要翻译： 给定与诉讼保留相关的一组文档和一组关键字，可以为用户生成并建议第二组关键字。 培训文件中的每个文件都有相关性的指示。 根据相关性的指示，从文件中提取与诉讼相关的一组进一步的关键词，并向用户提出建议。 建议的一组关键字可能包含或不包括种子集中的关键字。 此外，建议的一组关键字可能与关键字的种子集有关。

公开(公告)号：US09633959B2

公开(公告)日：2017-04-25

申请号：US14620155

申请日：2015-02-11

申请人： Shailesh Kumar ,  Vikas Garg ,  Meng Kong Lye

发明人： Shailesh Kumar ,  Vikas Garg ,  Meng Kong Lye

IPC分类号： H01L23/48 ,  H01L23/52 ,  H01L23/00 ,  H01L23/31

CPC分类号： H01L24/06 ,  H01L23/3171 ,  H01L24/02 ,  H01L24/05 ,  H01L2224/0235 ,  H01L2224/02375 ,  H01L2224/04042 ,  H01L2224/05553 ,  H01L2224/05554 ,  H01L2224/05567 ,  H01L2224/0603 ,  H01L2224/06051 ,  H01L2224/06131 ,  H01L2224/06135 ,  H01L2224/06138 ,  H01L2224/06139 ,  H01L2224/06179 ,  H01L2924/00012

摘要： An integrated circuit (IC) die has side input/output (IO) pads located along each side of the die interior. Each die corner has a corner IO pad. The side IO pads adjacent to the corner IO pads have shortened passivation regions in the top metal layer (TML) that define TML access regions. TML traces run through the TML access regions to connect the corner IO pads to the die interior. Providing corner IO pads enables an IC die to have up to four more IO pads than a comparable conventional IC die that does not have any corner IO pads, or an IC die to have the same number of IO pads within a smaller overall footprint.

公开(公告)号：US08572618B2

公开(公告)日：2013-10-29

申请号：US12776064

申请日：2010-05-07

申请人： Khanderao Kand ,  Fang Liu ,  Bhagat Nainani ,  Shailesh Kumar

发明人： Khanderao Kand ,  Fang Liu ,  Bhagat Nainani ,  Shailesh Kumar

IPC分类号： G09F9/46

CPC分类号： G06F9/5038 ,  G06F2209/5013

摘要： An extensible process design provides an ability to dynamically inject changes into a running process instance, such as a BPEL instance. Using a combination of BPEL, rules and events, processes can be designed to allow flexibility in terms of adding new activities, removing or skipping activities and adding dependent activities. These changes do not require redeployment of the orchestration process and can affect the behavior of in-flight process instances. The extensible process design includes a main orchestration process, a set of task execution processes and a set of generic trigger processes. The design also includes a set of rules evaluated during execution of the tasks of the orchestration process. The design can further include three types of events: an initiate process event, a pre-task execution event and a post-task execution event. These events and rules can be used to alter the behavior of the main orchestration process at runtime.

摘要翻译： 可扩展过程设计提供了将更改动态注入正在运行的流程实例（如BPEL实例）的功能。 使用BPEL，规则和事件的组合，可以设计流程以允许在添加新活动，删除或跳过活动以及添加依赖活动方面的灵活性。 这些更改不需要重新部署编排过程，并且可能影响飞行中流程实例的行为。 可扩展过程设计包括主要的编排过程，一组任务执行过程和一组通用触发过程。 该设计还包括在执行编排过程任务期间评估的一组规则。 该设计可以进一步包括三种类型的事件：启动过程事件，前任务执行事件和后任务执行事件。 这些事件和规则可用于在运行时改变主要业务流程的行为。

公开(公告)号：US08015140B2

公开(公告)日：2011-09-06

申请号：US12857317

申请日：2010-08-16

申请人： Shailesh Kumar ,  Edmond D. Chow ,  Michinari Momma

发明人： Shailesh Kumar ,  Edmond D. Chow ,  Michinari Momma

IPC分类号： G06F17/00 ,  G06N5/02

CPC分类号： G06Q30/06 ,  G06Q10/04 ,  G06Q10/06 ,  G06Q30/02 ,  G06Q30/0201 ,  G06Q30/0202 ,  G06Q30/0204 ,  G06Q30/0224 ,  G06Q30/0605

摘要： The invention, referred to herein as PeaCoCk, uses a unique blend of technologies from statistics, information theory, and graph theory to quantify and discover patterns in relationships between entities, such as products and customers, as evidenced by purchase behavior. In contrast to traditional purchase-frequency based market basket analysis techniques, such as association rules which mostly generate obvious and spurious associations, PeaCoCk employs information-theoretic notions of consistency and similarity, which allows robust statistical analysis of the true, statistically significant, and logical associations between products. Therefore, PeaCoCk lends itself to reliable, robust predictive analytics based on purchase-behavior.

摘要翻译： 本发明在本文中称为PeaCoCk，使用来自统计学，信息理论和图形理论的独特技术融合来量化和发现实体（例如产品和客户）之间的关系中的模式，如购买行为所证明的。 与传统的基于购买频率的市场篮子分析技术（如大多数产生明显和虚假关联的关联规则）相反，PeaCoCk采用信息理论的一致性和相似性概念，这使得对真实的，统计上显着的和合乎逻辑的逻辑分析 产品之间的关联。 因此，PeaCoCk可以根据购买行为进行可靠，强大的预测分析。

公开(公告)号：US20100057509A1

公开(公告)日：2010-03-04

申请号：US12202933

申请日：2008-09-02

申请人： Shailesh Kumar ,  Junwen Wu ,  Vesselin Diev

发明人： Shailesh Kumar ,  Junwen Wu ,  Vesselin Diev

IPC分类号： G06Q10/00

CPC分类号： G06Q10/10

摘要： A method of modeling includes quantifying a co-operative strength value for a plurality of pairs of variables, and identifying a clique of at least three variables based on a graph of the co-operative strength values of a plurality of pairs of variables. The method also includes selecting a first pair of variables of the plurality of pairs of variables having a high co-operative strength value. A second clique may also be identified. A model of the first clique and a model of the second clique are made. The outputs of these models are combined to form a combined model which is used to make various decisions with respect to real time data.

摘要翻译： 建模方法包括量化多对变量对的合作强度值，并且基于多对变量对的合作强度值的图来识别至少三个变量的集团。 该方法还包括选择具有高合作强度值的多对变量对的第一对变量。 也可以识别第二集团。 制作第一集团的模型和第二集团的模型。 这些模型的输出被组合以形成用于对实时数据做出各种决定的组合模型。

公开(公告)号：US20090327132A1

公开(公告)日：2009-12-31

申请号：US12163688

申请日：2008-06-27

申请人： Vesselin Diev ,  Shailesh Kumar ,  Scott M. Zoldi

发明人： Vesselin Diev ,  Shailesh Kumar ,  Scott M. Zoldi

IPC分类号： G06Q40/00

CPC分类号： G06Q40/02 ,  G06Q20/40 ,  G06Q40/00 ,  G06Q40/025

摘要： A system for classifying a transaction as fraudulent includes a training component and a scoring component. The training component acts on historical data and also includes a multi-dimensional risk table component comprising one or more multidimensional risk tables each of which approximates an initial risk value for a substantially empty cell in a risk table based upon risk values in cells related to the substantially empty cell. The scoring component produces a score, based in part, on the risk tables associated with groupings of variables having values determined by the training component. The scoring component includes a statistical model that produces an output and wherein the transaction is classified as fraudulent when the output is above a selected threshold value.

摘要翻译： 将交易分类为欺诈的系统包括训练组件和评分组件。 培训组件作用于历史数据，并且还包括多维风险表组件，其包括一个或多个多维风险表，每个风险表基于与风险表相关的单元中的风险值近似于风险表中基本上为空的单元格的初始风险值 基本上空的单元格。 评分部分产生一个分数，部分基于与具有由训练组件确定的值的变量分组相关联的风险表。 评分组件包括产生输出的统计模型，并且其中当输出高于所选择的阈值时，交易被分类为欺诈。