公开(公告)号：US08306848B1

公开(公告)日：2012-11-06

申请号：US13153725

申请日：2011-06-06

Applicant: Milind Naphade ,  Sambit Sahu

Inventor： Milind Naphade ,  Sambit Sahu

IPC: G06F17/30

CPC classification number: G06F17/30241

Abstract: A method of estimating a transit demand graph includes collecting conditional information that includes at least one condition that when satisfied converts at least one non-rider into a rider, generating a non-rider transit demand graph by satisfying one of the conditions, and generating a normalized transit demand graph from the non-rider transit demand graph and a rider transit demand graph. The riders use public transit and the non-riders do not use public transit. The non-rider transit demand graph shows the demand of the non-riders for a public transit route. The rider transit demand graph shows the demand of riders for the same public transit route.

Abstract translation: 一种估计过境需求图的方法包括收集条件信息，该条件信息包括当满足将至少一个非骑手转换为骑手时至少一个条件，通过满足条件之一生成非骑车者过境需求图， 来自非乘客过境需求图的标准化过境需求图和乘客过境需求图。 乘客使用公共交通工具，非乘客不使用公共交通工具。 非乘客过境需求图显示了非公共交通路线的非乘客需求。 乘客过境需求图显示了同一条公共交通路线的乘客的需求。

公开(公告)号：US20120215829A1

公开(公告)日：2012-08-23

申请号：US13029699

申请日：2011-02-17

Applicant: Milind Naphade ,  Sambit Sahu ,  Jing Dai

Inventor： Milind Naphade ,  Sambit Sahu ,  Jing Dai

IPC: G06F15/16

CPC classification number: G06F15/18 ,  G06N99/005

Abstract: A method of generating analytics to provide an analysis of data from distinct data domains includes collecting sensor data from at least two distinct data domains, deriving parameters from the collected data, wherein at least one of the parameters is a first domain parameter derived from one of the data domains and at least another one of the parameters is a second domain parameter derived from the other data domain, providing a data model that enables a user to specify at least one of the first parameters and at least one of the second domain parameters and generate at least one rule based on the selected parameters, and generating analytics that analyze the collected data against the rules to determinate whether the rules have been satisfied and provide results of the analysis to a user of the analytics.

Abstract translation: 生成分析以提供来自不同数据域的数据分析的方法包括从至少两个不同的数据域收集传感器数据，从所收集的数据中导出参数，其中至少一个参数是从 所述数据域和所述参数中的至少另一个参数是从所述其他数据域导出的第二域参数，提供使得用户能够指定所述第一参数中的至少一个和所述第二域参数中的至少一个的数据模型， 基于所选择的参数生成至少一个规则，以及生成分析数据，根据规则分析所收集的数据，以确定规则是否已被满足，并向分析用户提供分析结果。

公开(公告)号：US08032539B2

公开(公告)日：2011-10-04

申请号：US12046206

申请日：2008-03-11

Applicant: Shahram Ebadollahi ,  Milind Naphade ,  Apostol Ivanov Natsev ,  John Richard Smith ,  Ioana Roxana Stanoi ,  Jelena Tesic ,  Lexing Xie

Inventor： Shahram Ebadollahi ,  Milind Naphade ,  Apostol Ivanov Natsev ,  John Richard Smith ,  Ioana Roxana Stanoi ,  Jelena Tesic ,  Lexing Xie

IPC: G06F17/30

CPC classification number: G06F17/30038 ,  G06Q30/0201 ,  G06Q30/0631

Abstract: The present invention is directed to a method and apparatus for assisting in rating and filtering multimedia content, such as images, videos and sound recordings. One embodiment comprises a computer implemented method for rating the objectionability of specified digital content that comprises one or more discrete content items, wherein the method includes the step of moving the specified content to one or more filtering stages in a succession of filtering stages. After the specified content is moved to a given one of the filtering stages, a rating procedure is carried out to determine whether a rating can be applied to one or more of the content items, and if so, a selected rating is applied to each of the one or more content items. The method further comprises moving content items of the specified content to the next stage in the succession after the given stage, when at least one content item of the specified content remains without rating, after the rating procedure at the given stage. When none of the content items of the specified content remains without a rating after the rating procedure has been completed at the given stage, ratings that have been respectively applied to at least some of the content items are selectively processed, in order to determine an overall objectionability rating for the specified content.

Abstract translation: 本发明涉及一种用于协助评估和过滤诸如图像，视频和录音的多媒体内容的方法和装置。 一个实施例包括用于评估包括一个或多个离散内容项目的指定数字内容的不良性的计算机实现的方法，其中该方法包括将指定内容移动到一系列过滤阶段中的一个或多个过滤阶段的步骤。 在将指定内容移动到给定的一个过滤阶段之后，执行评级过程以确定评级是否可应用于一个或多个内容项，如果是，则将所选评级应用于 一个或多个内容项。 该方法还包括在给定阶段之后的指定内容的至少一个内容项目在给定阶段的评级过程之后保持没有评级的情况下，将指定内容的内容项移动到下一阶段。 当在给定阶段在评级程序完成之后，指定内容的内容项目中没有任何内容项目没有得到评级时，已经分别应用于至少一些内容项目的评级被选择性地处理，以便确定总体 指定内容的异议评级。

公开(公告)号：US20070005529A1

公开(公告)日：2007-01-04

申请号：US11131608

申请日：2005-05-18

Applicant: Milind Naphade ,  Rong Yan

Inventor： Milind Naphade ,  Rong Yan

IPC: G06F15/18

CPC classification number: G06F17/30705 ,  G06F17/30038 ,  G06F17/30943 ,  G06N99/005

Abstract: A cross descriptor learning system, method and program product therefor. The system extracts descriptors from unlabeled exemplars. For each unlabeled exemplar, a cross predictor uses each descriptor to generate labels for other descriptor. An automatic label generator also generates labels for the same unlabeled exemplars or, optionally, for labeled exemplars. A label predictor results for each descriptor by combining labels from the cross predictor with labels from the automatic label generator.

Abstract translation: 交叉描述学习系统，方法和程序产品。 系统从未标记的样本中提取描述符。 对于每个未标记的示例，交叉预测器使用每个描述符来生成其他描述符的标签。 自动标签生成器还生成相同的未标记样品的标签，或者可选地，用于标记的样品。 通过将来自交叉预测器的标签与来自自动标签生成器的标签相结合，为每个描述符生成标签预测器。

公开(公告)号：US20060287996A1

公开(公告)日：2006-12-21

申请号：US11154752

申请日：2005-06-16

Applicant: John Kender ,  Milind Naphade

Inventor： John Kender ,  Milind Naphade

IPC: G06F17/30

CPC classification number: G06F16/40

Abstract: A system, method, and program product for tracking content are described. Aspects of invention allow bodies of content, whether from a common channel or from different channels, to be compared for relatedness. Comparison of different bodies of content involves analyzing both the actual content, characteristics of the source(s) of the content, and optionally, elapsed time between their respective broadcasts/communications. To this extent, a content similarity value, a source characteristic value and an optional temporal value for the portions of content are determined, and then used to compute a relatedness value of the (bodies of) content.

Abstract translation: 描述了用于跟踪内容的系统，方法和程序产品。 本发明的各个方面允许将内容的主体，不管是从公共信道还是从不同的信道，进行相关性的比较。 不同内容的比较涉及分析实际内容，内容的源的特征，以及可选地，各自的广播/通信之间的经过时间。 在这种程度上，确定内容部分的内容相似性值，源特征值和可选时间值，然后用于计算内容的（主体）的相关性值。

公开(公告)号：US20050246262A1

公开(公告)日：2005-11-03

申请号：US10834767

申请日：2004-04-29

Applicant: Charu Aggarwal ,  Murray Campbell ,  Yuan-Chi Chang ,  Matthew Hill ,  Chung-Sheng Li ,  Milind Naphade ,  Sriram Padmanabhan ,  John Smith ,  Min Wang ,  Kun-Lung Wu ,  Philip Yu

Inventor： Charu Aggarwal ,  Murray Campbell ,  Yuan-Chi Chang ,  Matthew Hill ,  Chung-Sheng Li ,  Milind Naphade ,  Sriram Padmanabhan ,  John Smith ,  Min Wang ,  Kun-Lung Wu ,  Philip Yu

IPC: G06F17/30 ,  G06Q10/00 ,  H04L12/18 ,  H04L12/58 ,  H04L29/08 ,  G06F17/60

CPC classification number: H04L12/1859 ,  G06Q10/06 ,  G06Q10/10 ,  G06Q40/04 ,  G16H50/80 ,  H04L51/14 ,  H04L67/125 ,  H04L67/2823

Abstract: Interoperability is enabled between participants in a network by determining values associated with a value metric defined for at least a portion of the network. Information flow is directed between two or more of the participants based at least in part on semantic models corresponding to the participants and on the values associated with the value metric. The semantic models may define interactions between the participants and define at least a portion of information produced or consumed by the participants. The determination of the values and the direction of the information flow may be performed multiple times in order to modify the one or more value metrics. The direction of information flow may allow participants to be deleted from the network, may allow participants to be added to the network, or may allow behavior of the participants to be modified.

Abstract translation: 通过确定与为网络的至少一部分定义的值度量相关联的值来在网络中的参与者之间启用互操作性。 至少部分地基于与参与者对应的语义模型以及与值度量相关联的值，在两个或多个参与者之间引导信息流。 语义模型可以定义参与者之间的交互，并定义参与者产生或消费的信息的至少一部分。 可以多次执行信息流的值和方向的确定，以便修改一个或多个值度量。 信息流的方向可以允许从网络中删除参与者，可以允许参与者被添加到网络中，或者允许参与者的行为被修改。

公开(公告)号：US20120310707A1

公开(公告)日：2012-12-06

申请号：US13549777

申请日：2012-07-16

Applicant: Milind Naphade ,  Sambit Sahu

Inventor： Milind Naphade ,  Sambit Sahu

IPC: G06Q10/04 ,  G06Q50/30

CPC classification number: G06F17/30241

Abstract: A method of estimating a transit demand graph includes collecting conditional information that includes at least one condition that when satisfied converts at least one non-rider into a rider, generating a non-rider transit demand graph by satisfying one of the conditions, and generating a normalized transit demand graph from the non-rider transit demand graph and a rider transit demand graph. The riders use public transit and the non-riders do not use public transit. The non-rider transit demand graph shows the demand of the non-riders for a public transit route. The rider transit demand graph shows the demand of riders for the same public transit route.

Abstract translation: 一种估计过境需求图的方法包括收集条件信息，该条件信息包括当满足将至少一个非骑手转换为骑手时至少一个条件，通过满足条件之一生成非骑车者过境需求图， 来自非乘客过境需求图的标准化过境需求图和乘客过境需求图。 乘客使用公共交通工具，非乘客不使用公共交通工具。 非乘客过境需求图显示了非公共交通路线的非乘客需求。 乘客过境需求图显示了同一条公共交通路线的乘客的需求。

公开(公告)号：US08239247B2

公开(公告)日：2012-08-07

申请号：US12754706

申请日：2010-04-06

Applicant: En Cheng ,  Anshul Sheopuri ,  Chitra Dorai ,  Milind Naphade

Inventor： En Cheng ,  Anshul Sheopuri ,  Chitra Dorai ,  Milind Naphade

IPC: G06F11/34

CPC classification number: G06Q10/10 ,  G06Q10/063

Abstract: Exemplary embodiments of this invention provide a method that includes estimating an empirical distribution of a metric for a company. The method includes estimating a distribution of the metric for a plurality of companies. The method further includes determining whether the company is an outlier, based on the empirical distribution of the metric for the company and the distribution of the metric for the plurality of companies, and generating at least one recommendation based determining whether the company is an outlier.

Abstract translation: 本发明的示例性实施例提供了一种方法，其包括估计公司的度量的经验分布。 该方法包括估计多个公司的度量的分布。 该方法还包括基于公司的度量的经验分布和多个公司的度量的分布来确定公司是否是离群值，并且基于确定该公司是否是异常值来生成至少一个推荐。

公开(公告)号：US20090234831A1

公开(公告)日：2009-09-17

申请号：US12046206

申请日：2008-03-11

Applicant: Shahram Ebadollahi ,  Milind Naphade ,  Apostol Ivanov Natsev ,  John Richard Smith ,  Ioana Roxana Stanoi ,  Jelena Tesic ,  Lexing Xie

Inventor： Shahram Ebadollahi ,  Milind Naphade ,  Apostol Ivanov Natsev ,  John Richard Smith ,  Ioana Roxana Stanoi ,  Jelena Tesic ,  Lexing Xie

IPC: G06F7/06 ,  G06F17/30

CPC classification number: G06F17/30038 ,  G06Q30/0201 ,  G06Q30/0631

Abstract: The present invention is directed to a method and apparatus for assisting in rating and filtering multimedia content, such as images, videos and sound recordings. One embodiment comprises a computer implemented method for rating the objectionability of specified digital content that comprises one or more discrete content items, wherein the method includes the step of moving the specified content to one or more filtering stages in a succession of filtering stages. After the specified content is moved to a given one of the filtering stages, a rating procedure is carried out to determine whether a rating can be applied to one or more of the content items, and if so, a selected rating is applied to each of the one or more content items. The method further comprises moving content items of the specified content to the next stage in the succession after the given stage, when at least one content item of the specified content remains without rating, after the rating procedure at the given stage. When none of the content items of the specified content remains without a rating after the rating procedure has been completed at the given stage, ratings that have been respectively applied to at least some of the content items are selectively processed, in order to determine an overall objectionability rating for the specified content.

Abstract translation: 本发明涉及一种用于协助评估和过滤诸如图像，视频和录音的多媒体内容的方法和装置。 一个实施例包括用于评估包括一个或多个离散内容项目的指定数字内容的不良性的计算机实现的方法，其中该方法包括将指定内容移动到一系列过滤阶段中的一个或多个过滤阶段的步骤。 在将指定内容移动到给定的一个过滤阶段之后，执行评级过程以确定评级是否可应用于一个或多个内容项，如果是，则将所选评级应用于 一个或多个内容项。 该方法还包括在给定阶段之后的指定内容的至少一个内容项目在给定阶段的评级过程之后保持没有评级的情况下，将指定内容的内容项移动到下一阶段。 当在给定阶段在评级程序完成之后，指定内容的内容项目中没有任何内容项目没有得到评级时，已经分别应用于至少一些内容项目的评级被选择性地处理，以便确定总体 指定内容的异议评级。

公开(公告)号：US08571918B2

公开(公告)日：2013-10-29

申请号：US13549777

申请日：2012-07-16

Applicant: Milind Naphade ,  Sambit Sahu

Inventor： Milind Naphade ,  Sambit Sahu

IPC: G06Q10/00

CPC classification number: G06F17/30241

Abstract: A method of estimating a transit demand graph includes collecting conditional information that includes at least one condition that when satisfied converts at least one non-rider into a rider, generating a non-rider transit demand graph by satisfying one of the conditions, and generating a normalized transit demand graph from the non-rider transit demand graph and a rider transit demand graph. The riders use public transit and the non-riders do not use public transit. The non-rider transit demand graph shows the demand of the non-riders for a public transit route. The rider transit demand graph shows the demand of riders for the same public transit route.

Abstract translation: 一种估计过境需求图的方法包括收集条件信息，该条件信息包括当满足将至少一个非骑手转换为骑手时至少一个条件，通过满足条件之一生成非骑车者过境需求图， 来自非乘客过境需求图的标准化过境需求图和乘客过境需求图。 乘客使用公共交通工具，非乘客不使用公共交通工具。 非乘客过境需求图显示了非公共交通路线的非乘客需求。 乘客过境需求图显示了同一条公共交通路线的乘客的需求。