公开(公告)号：US20240135065A1

公开(公告)日：2024-04-25

申请号：US18542754

申请日：2023-12-17

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Xijun Li ,  Xiaotian Hao ,  Mingxuan Yuan ,  Jianye Hao ,  Jia Zeng

IPC: G06F30/20

CPC classification number: G06F30/20

Abstract: A service data processing method is provided, including: obtaining a target function and a constraint condition, where the constraint condition includes a constraint relationship between a plurality of variables, and the target function includes at least one variable of the plurality of variables; selecting an initial variable from the plurality of variables for a base variable group; sorting optimized values of variables in a non-base variable group to obtain a maximum heap structure, where each node in the maximum heap structure stores an identifier of a variable and an optimized value corresponding to the variable; updating the non-base variable group and the base variable group based on a first target variable; and obtaining a solving target of a service problem based on a variable in an updated base variable group and the constraint condition.

公开(公告)号：US10542519B2

公开(公告)日：2020-01-21

申请号：US16136827

申请日：2018-09-20

Applicant: Huawei Technologies Co., Ltd.

Inventor： Mingxuan Yuan ,  Jia Zeng ,  Xialiang Tong

IPC: H04W4/00 ,  H04W64/00 ,  G06N20/00 ,  G01S5/02 ,  G06N5/04 ,  H04W4/021

Abstract: A terminal positioning method and a network device, where the network device obtains radio signal sampling information of a first terminal at a current moment. The first terminal is any terminal in a target region, and the target region is a preset geographic region. The network device obtains position information of the first terminal at the current moment by prediction based on the radio signal sampling information of the first terminal at the current moment and a predictive model of the target region. The predictive model is obtained by extensive data training in the target region, has relatively strong error tolerance and error-correction capabilities, and can accurately reflect a relationship between radio signal sampling information and position information of a terminal. Terminal positioning accuracy is effectively improved.

公开(公告)号：US10438386B2

公开(公告)日：2019-10-08

申请号：US15952518

申请日：2018-04-13

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Bing Ni ,  Mingxuan Yuan ,  Huamin Qu

IPC: G06T11/20

Abstract: The present disclosure provides a data visualization method and apparatus. The method includes: displaying a distribution curve diagram by using a display device, where the distribution curve diagram is used to represent time-based distribution of multiple pieces of spatial-temporal data, and the distribution curve diagram includes a timeline, a curve changing with the timeline, and an irregular region enclosed by the curve; and displaying a tree map in the irregular region by using the display device, where the tree map divides the irregular region into m sub-regions that are in a one-to-one correspondence with m regions, and an area of each of the m sub-regions is used to indicate an amount of spatial-temporal data distributed in a region corresponding to each sub-region. The present disclosure implements visualization of spatial-temporal data by using the tree map.

公开(公告)号：US20170132264A1

公开(公告)日：2017-05-11

申请号：US15414888

申请日：2017-01-25

Applicant: Huawei Technologies Co., Ltd.

Inventor： Yanhua Li ,  Chi-Yin Chow ,  Mingxuan Yuan ,  Qiang Yang

IPC: G06F17/30

CPC classification number: G06F16/2264 ,  G06F16/00 ,  G06F16/2246 ,  G06F16/245 ,  G06F16/29

Abstract: A trajectory data query method includes establishing a spatial-temporal index and an inverted index for trajectory data in a spatial-temporal database, where the inverted index is used to form a first relationship correspondence table that includes a correspondence between each trajectory and its associated index leaf node; performing sampling for an index leaf node included in a space area specified by a user, where a quantity of index leaf nodes in the space area and a quantity of index leaf nodes obtained by sampling are determined; determining, according to the index leaf nodes obtained by sampling and the first relationship correspondence table, a correspondence between each trajectory included in the index leaf nodes obtained by sampling and an index leaf node associated with the trajectory, to form a second relationship correspondence table; and determining an unbiased estimation operator according to the quantity of index leaf nodes in the space area.

公开(公告)号：US20160132571A1

公开(公告)日：2016-05-12

申请号：US14987986

申请日：2016-01-05

Applicant: Huawei Technologies Co., Ltd.

Inventor： Bing Ni ,  Mingxuan Yuan ,  Shiming Zhang

IPC: G06F17/30 ,  G06T11/20 ,  G06F3/0481

CPC classification number: G06F16/248 ,  G06F3/04812 ,  G06F16/00 ,  G06F16/2455 ,  G06F16/9024 ,  G06T11/206

Abstract: A method and apparatus for presenting spatial-temporal data, which relate to the field of information processing technologies, are presented. When querying data according to a user query request, the apparatus for presenting spatial-temporal data finds various types of data that correspond to a spatial condition and that are included in the data that the user query request requests to query, where the various types of data include regional data and variation data of a preset feature, and presents, in a graph, both the regional data and the variation data of the preset feature. In this way, various types of data are found during data query, so that spatial-temporal data is presented in a centralized way in a specific manner, and spatial-temporal data dynamics may be further presented and hence a user intuitively views an association relationship between spatial data and temporal data, which facilitates further analysis of the data.

Abstract translation: 提出了一种用于呈现空间 - 时间数据的方法和装置，其涉及信息处理技术领域。 当根据用户查询请求查询数据时，用于呈现空间 - 时间数据的装置找到与空间条件相对应的并且被包括在用户查询请求请求查询的数据中的各种类型的数据，其中各种类型的 数据包括预设特征的区域数据和变化数据，并且在图中呈现预设特征的区域数据和变化数据。 以这种方式，在数据查询期间发现各种类型的数据，使得空间 - 时间数据以特定方式以集中的方式呈现，并且可以进一步呈现空间 - 时间数据动态，因此用户直观地观察关联关系 在空间数据和时间数据之间，有助于进一步分析数据。

公开(公告)号：US20240125850A1

公开(公告)日：2024-04-18

申请号：US18397481

申请日：2023-12-27

Applicant: Huawei Technologies Co., Ltd.

Inventor： Huiling Zhen ,  Miaohui Chen ,  Mingxuan Yuan ,  Naixing Wang ,  Wanqian Luo ,  Yu Huang

IPC: G01R31/3181 ,  G01R31/3177 ,  G01R31/3183 ,  G01R31/3185

CPC classification number: G01R31/31813 ,  G01R31/3177 ,  G01R31/318342 ,  G01R31/318544

Abstract: An automatic test pattern generation-based circuit verification method, comprises: determining a to-be-detected first logic cone from a fan-out logic cone corresponding to the target line; determining, based on the first logic cone, a to-be-detected second logic cone from a fan-in logic cone corresponding to the target line; generating a first CNF based on the first logic cone and the second logic cone, and detecting the target line by using the first CNF to obtain a first detection result; and if the first logic cone is a partial region in the fan-out logic cone, and the first detection result meets a first specified condition corresponding to the first logic cone, determining a first verification result of the target line based on the first detection result.

公开(公告)号：US11290975B2

公开(公告)日：2022-03-29

申请号：US16791795

申请日：2020-02-14

Applicant: Huawei Technologies Co., Ltd.

Inventor： Fangzhou Zhu ,  Mingxuan Yuan ,  Jia Zeng ,  Weixiong Rao

IPC: H04W64/00 ,  H04W76/11 ,  G06N20/00 ,  H04W24/10 ,  H04W72/04

Abstract: A method for obtaining an emission probability includes obtaining a plurality of measurement reports (MRs) of a terminal in a target region and an engineering parameter of at least one base station in the target region, obtaining, based on parameter information in each of the plurality of MRs and the engineering parameter of the at least one base station, a feature vector corresponding to each of the plurality of MRs, processing, using a regression model, location information in each of the plurality of MRs and the feature vector corresponding to each of the plurality of MRs, to obtain a single-point positioning model, calculating, based on the single-point positioning model, the location information in each of the plurality of MRs, and the feature vector corresponding to each of the plurality of MRs, an emission probability of the feature vector corresponding to each of the plurality of MRs.

公开(公告)号：US09990746B2

公开(公告)日：2018-06-05

申请号：US15090737

申请日：2016-04-05

Applicant: Huawei Technologies Co., Ltd.

Inventor： Bing Ni ,  Mingxuan Yuan ,  Huamin Qu

IPC: G06T11/00 ,  G06T11/20 ,  G06T11/60 ,  G06F17/30 ,  H04L29/08 ,  G06Q10/10 ,  G06Q50/00

CPC classification number: G06T11/206 ,  G06F17/30 ,  G06Q10/101 ,  G06Q50/01 ,  G06T11/001 ,  G06T11/60 ,  H04L67/22

Abstract: A data visualization method includes acquiring a spatiotemporal behavior data set generated by network users, determining, according to a time point at which or a time period in which each piece of spatiotemporal behavior data is generated, an amount of spatiotemporal behavior data that is in the spatiotemporal behavior data set and generated at a time point or in a time period falling within each time period in N time periods, and presenting a column bar corresponding to an ith time period in the N time periods, where the column bar is in a radial direction of a first circle representing a full time domain and intersects the first circle and the length of a column bar represents a quantity of behaviors in a time period corresponding to the column bar.

公开(公告)号：US20170097962A1

公开(公告)日：2017-04-06

申请号：US15383606

申请日：2016-12-19

Applicant: Huawei Technologies Co., Ltd.

Inventor： Jia Zeng ,  Mingxuan Yuan ,  Shiming Zhang

IPC: G06F17/30 ,  G06N99/00 ,  G06F17/16

CPC classification number: G06F16/2465 ,  G06F16/2237 ,  G06F16/93 ,  G06F17/16 ,  G06F17/2785 ,  G06N7/005 ,  G06N20/00

Abstract: A topic mining method and apparatus are disclosed. When an iterative process is executed each time, an object message vector is determined from a message vector according to a residual of the message vector, so that a current document-topic matrix and a current term-topic matrix are updated according to only the object message vector, and then calculation is performed, according to the current document-topic matrix and the current term-topic matrix, on only an object element that is in the term-document matrix and that corresponds to the object message vector, thereby avoiding that in each iterative process, calculation needs to be performed on all non-zero elements in the term-document matrix, and avoiding that the current document-topic matrix and the current term-topic matrix are updated according to all message vectors, which greatly reduces an operation amount, increases a speed of topic mining, and increases efficiency of topic mining.

公开(公告)号：US20160364366A1

公开(公告)日：2016-12-15

申请号：US15245795

申请日：2016-08-24

Applicant: Huawei Technologies Co., Ltd.

Inventor： Liang Lan ,  Mingxuan Yuan ,  Jia Zeng

IPC: G06F17/16 ,  G06F17/11

CPC classification number: G06F17/16 ,  G06F17/11 ,  G06K9/6201

Abstract: An entity matching method and apparatus, where the method includes, calculating kernel matrices K and L after reading a first data source and a second data source with inconsistent entity quantities, respectively, solving a first optimization objective function to obtain a matrix M of a correspondence between an entity on the first data source and an entity on the second data source, and outputting the obtained matrix M. Hence, according to the entity matching method and apparatus provided in the present disclosure, entity matching when entity quantities of data sources are inconsistent may be performed such that accuracy of data mining may be effectively improved, and data value may be effectively presented.

Abstract translation: 一种实体匹配方法和装置，其中所述方法包括：分别在读取第一数据源和具有不一致实体数量的第二数据源之后分别计算核矩阵K和L，求解第一优化目标函数以获得对应的矩阵M 在第一数据源上的实体与第二数据源上的实体之间，并输出所获得的矩阵M.因此，根据本公开中提供的实体匹配方法和装置，当数据源的实体数量不一致时的实体匹配 可以进行数据挖掘的精度有效地提高，并且可以有效地呈现数据值。