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41. 发明申请

US20180268005A1 DATA PROCESSING METHOD AND APPARATUS 审中-公开
公开(公告)号：US20180268005A1
公开(公告)日：2018-09-20
申请号：US15985938
申请日：2018-05-22
申请人： HUAWEI TECHNOLOGIES CO., LTD.
发明人： Qingyu CHEN , Weiguo TAN
IPC分类号： G06F17/30 , G06N7/00
CPC分类号： G06F16/212 , G06F16/00 , G06F16/35 , G06F2216/03 , G06N7/00
摘要： Embodiments of the present invention provide a data processing method. A data processing apparatus obtains a first dataset, and determines a change of a data feature of the first dataset relative to a data feature of a second dataset, where the second dataset is a dataset that is received before the data processing apparatus obtains the first dataset; determines a hyperparameter according to the data feature of the first dataset when the change of the data feature of the first dataset relative to the data feature of the second dataset is greater than or equal to a preset data feature threshold; determines a first data model according to the determined hyperparameter and the first dataset; and processes data according to the determined first data model, to improve efficiency of determining the first data model, thereby improving efficiency of processing data.

42. 发明授权

US10078802B2 Method and system of discovering and analyzing structures of user groups in microblog 有权
公开(公告)号：US10078802B2
公开(公告)日：2018-09-18
申请号：US14760051
申请日：2013-11-11
申请人： Peking University Founder Group Co., Ltd. , PEKING UNIVERSITY , Beijing Founder Electronics Co., Ltd.
发明人： Liyong Zhao , Xiaoming Yu , Jianwu Yang , Yan Zheng
IPC分类号： G06N5/04 , H04L12/58 , G06Q10/06 , G06Q50/00
CPC分类号： G06N5/04 , G06N7/00 , G06N99/005 , G06Q10/06 , G06Q50/01 , H04L51/32 , H04L51/34
摘要： A method and system of discovering and analyzing structures of user groups in a microblog is provided in this invention. The method of discovering and analyzing structures of the user groups in a microblog comprises: acquiring information on behavior data of microblog users of a target group; constructing a microblog user association network based on the information on behavior data of the microblog users of the target group; acquiring at least one maximal clique from the microblog user association network; acquiring at least one core clique based on the maximal clique; and conducting behavior analysis on the user groups in the microblog based on the acquired maximal clique and/or the acquired core clique. Using the method and system of discovering and analyzing structures of user groups in a microblog provided in this invention, complicated relationships among microblog users may be sufficiently identified and the speed of discovering and analyzing structures of user groups in a microblog may be improved to meet the demand for large scaled data processing.

43. 发明申请

US20180150077A1 Methods and Systems for Path Planning Using a Network of Safe-Sets 审中-公开
公开(公告)号：US20180150077A1
公开(公告)日：2018-05-31
申请号：US15363342
申请日：2016-11-29
申请人： Mitsubishi Electric Research Laboratories, Inc.
发明人： Claus Danielson , Avishai Weiss , Karl Berntorp , Stefano Di Cairano
IPC分类号： G05D1/00 , G01C21/20 , G05D1/02
CPC分类号： G05D1/0088 , B60W30/095 , G01C21/20 , G05D1/0214 , G05D1/0274 , G06N7/00
摘要： Systems and methods for controlling a motion of an object from an initial location to a final location within a region while avoiding a set of obstacles located in the region. The systems and methods include selecting, the equilibrium points within the obstacle-free region of the region, and each equilibrium point includes a corresponding controller driving the object to the equilibrium point, such that each controller includes a corresponding state partition. Designing the controller and the corresponding state partition, based on the obstacle-free region around the equilibrium point, to produce a collection of controllers and corresponding equilibrium points and corresponding state partitions, that connect the initial location with the final location. Determining actuator commands at time T using a controller corresponding to a state partition that includes the location of the object at time T, and the resulting sequence over a period of time of actuator commands, moves the object.

44. 发明授权

US09952566B2 Method for controlling and/or regulating a technical system in a computer-assisted manner 有权
公开(公告)号：US09952566B2
公开(公告)日：2018-04-24
申请号：US14428002
申请日：2013-08-23
申请人： Siemens Aktiengesellschaft
发明人： Siegmund Düll , Alexander Hentschel , Steffen Udluft
IPC分类号： G05B13/02 , G06N7/00
CPC分类号： G05B13/027 , G05B13/0265 , G06N7/00
摘要： A computer-implemented method for controlling and/or regulating a technical system, in which actions to be carried out on the technical system are first of all determined using an action selection rule which was determined through the learning of a data-driven model and, in particular, a neural network. On the basis of these actions a numerical optimization searches for actions which are better than the original actions according to an optimization criterion. If such actions are found, the technical system is regulated or controlled on the basis of these new actions, such that the corresponding actions are applied to the technical system in succession. The method is suitable, in particular, for regulating or controlling a gas turbine, wherein the actions are preferably optimized with respect to the criterion of low pollutant emission or low combustion chamber humming.

45. 发明申请

US20180032910A1 Data Analysis Device, Data Analysis Method, and Data Analysis Program 审中-公开
公开(公告)号：US20180032910A1
公开(公告)日：2018-02-01
申请号：US15550508
申请日：2015-09-30
申请人： Hitachi, Ltd.
发明人： Takuma SHIBAHARA
IPC分类号： G06N99/00 , G06N7/00
CPC分类号： G06N20/00 , G06N7/00 , G16H50/70
摘要： A data analysis apparatus executes: acquiring a group of learning input data; setting a plurality of first hash functions; substituting each learning input data in each of the plurality of first hash functions to thereby calculate a plurality of first hash values; selecting, for the group of learning input data and for each of the plurality of first hash functions, a specific first hash value that satisfies a predetermined statistical condition from among the plurality of first hash values; setting a second hash function; substituting, for the group of learning input data, each specific first hash value in the second hash function to thereby calculate a plurality of second hash values; and generating a learning feature vector that indicates features of the group of learning input data by aggregating the plurality of second hash values corresponding to respective specific first hash values and obtained as a result of the calculation.

46. 发明授权

US09767413B2 Method and computer program for the maintenance aid of aircraft equipment 有权
公开(公告)号：US09767413B2
公开(公告)日：2017-09-19
申请号：US14341272
申请日：2014-07-25
申请人： AIRBUS OPERATIONS (S.A.S.) , AIRBUS (S.A.S.)
发明人： Jean-Max Huet , Stéphane Besseau , Bruno Maillard , François Michaud
IPC分类号： G06N7/00 , G05B23/02
CPC分类号： G06N7/00 , G05B23/0283 , G05B2219/45071
摘要： According to a first aspect, the subject matter disclosed herein relates to a decision aid method for maintenance operations of aircraft equipment, the aircraft including a maintenance system arranged to make a record of equipment failure messages and of equipment failure warning messages emitted during a flight, the method comprising extracting at least one combination of failure messages corresponding to failure messages recorded by the maintenance system during a flight and a set of previous flights; determining, as a function of the at least one extracted combination, a probability of occurrence of at least one warning message possibly accompanied by one or more failure messages.

47. 发明申请

US20170195269A1 METHODS AND APPARATUS FOR DETERMINING NON-TEXTUAL REPLY CONTENT FOR INCLUSION IN A REPLY TO AN ELECTRONIC COMMUNICATION 有权
公开(公告)号：US20170195269A1
公开(公告)日：2017-07-06
申请号：US14986643
申请日：2016-01-01
申请人： Google Inc.
发明人： Balint Miklos , Ijeoma Emeagwali , Phillip Sharp
IPC分类号： H04L12/58 , G06N99/00
CPC分类号： H04L51/08 , G06F17/2765 , G06F17/30 , G06N7/00 , G06N99/005 , G06Q10/107 , H04L51/02
摘要： Methods and apparatus related to determining non-textual reply content for a reply to an electronic communication and providing the non-textual reply content for inclusion in the reply. Some of those implementations are directed to determining, based on an electronic communication sent to a user, one or more electronic documents that are responsive to the electronic communication, and providing one or more of those electronic documents for inclusion in a reply by the user to the electronic communication. For example, the electronic documents may be automatically attached to the reply and/or link(s) to the electronic documents automatically provided in the reply.

48. 发明授权

US09690007B2 Device and method for comparison of multiple tropical cyclone routes 有权
公开(公告)号：US09690007B2
公开(公告)日：2017-06-27
申请号：US14278393
申请日：2014-05-15
申请人： National Taiwan University
发明人： Yih-Chi Tan , Jihn-Sung Lai , Wei-Chuan Hsieh , Shih-Chung Kang , Ruei-Shiue Shiu
IPC分类号： G06F17/00 , G06F17/20 , G01W1/00 , G06N5/04 , G06N7/00
CPC分类号： G01W1/00 , G06N5/04 , G06N7/00
摘要： The present invention relates to a method for comparison of multiple tropical cyclone routes. The method is implementable through a mobile device having an application processor and a touch-sensed display. The method is capable of determining multiple reference cyclone routes relevant to an concerned cyclone route by comparing each of multiple historical cyclone routes, each of which routes consists of multiple cyclone center coordinates, with an estimated cyclone route consisting of multiple estimated cyclone center coordinates for representing the concerned cyclone route.

49. 发明授权

US09573273B2 Robot simulation device for generating motion path of robot 有权
标题翻译：机器人模拟装置，用于产生机器人的运动路径
公开(公告)号：US09573273B2
公开(公告)日：2017-02-21
申请号：US14629728
申请日：2015-02-24
申请人： FANUC CORPORATION
发明人： Toshiya Takeda
IPC分类号： B25J9/16 , G06N99/00 , G06N7/00
CPC分类号： B25J9/1605 , G06N7/00 , G06N99/005 , Y10S901/03
摘要： A robot simulation device for automatically generating a practical interference avoiding motion path, regardless of the level of skill of an operator. The device includes: a motion path obtaining part which obtains a first motion path by simulating a robot motion program; a teaching point specifying part which detects whether a robot interferes with a peripheral object on the first path, and specifies first and second teaching points immediately before and after the interference occurs, respectively; a motion path generating part which automatically inserts a third teaching point between the first and second points and generates second motion paths for avoiding the interference, based on a search direction and distance determined by a random number; an evaluating part which evaluates each second path based on a predetermined parameter; and a motion path selecting part which selects an optimum motion path from the second paths based on an evaluation result.
摘要翻译：一种用于自动生成实际的避免干扰运动路径的机器人模拟装置，而不管操作者的技能水平如何。该装置包括：运动路径获取部，其通过模拟机器人运动程序获得第一运动路径; 教导点指定部，其检测机器人是否干扰第一路径上的周边物体，并且分别指定在发生干扰之前和之后的第一和第二教学点; 基于由随机数确定的搜索方向和距离，自动地在第一和第二点之间插入第三教学点并产生用于避免干扰的第二运动路径的运动路径产生部分; 评估部，其基于预定参数来评估每个第二路径; 以及基于评价结果从第二路径选择最优运动路径的运动路径选择部。

50. 发明授权

US09558452B2 Hierarchical statistical model for behavior prediction and classification 有权
标题翻译：行为预测和分类的层次统计模型
公开(公告)号：US09558452B2
公开(公告)日：2017-01-31
申请号：US14076106
申请日：2013-11-08
申请人： Microsoft Corporation
发明人： John Guiver , John Winn , James Edelen
IPC分类号： G06F17/50 , G06N7/00 , G06Q10/00 , G06Q10/10
CPC分类号： G06N7/00 , G06F17/5009 , G06N7/005 , G06Q10/00 , G06Q10/107
摘要： Technologies are generally provided far a hierarchical, feature teed statistical model that cm be used for personalized classification or predictions within a community of users. Personalization refers to learning about the habits and characteristics of individual users and adapting user experiences based on that learning. The model may be used in a communication application to predict user actions on incoming email messages and to help users triage email by making personalized suggestions based on the model predictions. A community of users associated together with the communication application may be incorporated together into a single model to enable for continuous fine-grain interaction between intelligence learned from the community of users as a whole and that learned from individual users. The single model may allow a seamless progression between predictions for a completely new user based on community observations and highly personalized predictions for a long-term user based on individual observations.
摘要翻译：技术通常提供远远的层次结构，特征比特统计模型，cm可用于个体化分类或用户社区内的预测。个性化是指学习个人用户的习惯和特征，并根据学习情况调整用户体验。该模型可用于通信应用程序中，以预测用户对传入电子邮件的操作，并通过基于模型预测的个性化建议帮助用户分类电子邮件。与通信应用程序相关联的用户社区可以并入到单个模型中，以实现从整体上的用户群体学习的智能和从个体用户学到的智能之间的连续细粒度交互。单个模型可以允许基于社区观察的全新用户的预测和基于个体观察的对长期用户的高度个性化预测的无缝进展。

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