公开(公告)号：WO2018136369A1

公开(公告)日：2018-07-26

申请号：PCT/US2018/013748

申请日：2018-01-16

Applicant: MICROSOFT TECHNOLOGY LICENSING, LLC

Inventor： ZHOU, Hucheng

IPC: G06N5/00 ,  G06N99/00

Abstract: Embodiments of the subject matter described herein relate to generating a decision tree based on data pre-statistics. A plurality of data samples for a node of the decision tree are obtained, and the plurality of data samples have corresponding feature values with respect to a first feature. A target range is determined from a plurality of predefined numerical ranges so that the number of feature values falling into the target range is greater than a predetermined threshold number. Then, the remaining of the feature values other than the feature values falling into the target range are assigned to the respective numerical ranges, and the feature values falling into all the numerical ranges are counted based on the assignment of the remaining of the feature values, for allocation of the plurality of data samples to child nodes of the node. Accordingly, the data processing efficiency is substantially improved.

公开(公告)号：WO2018122858A9

公开(公告)日：2018-07-05

申请号：PCT/IL2017/051405

申请日：2017-12-29

Applicant: MAYTRONICS LTD.

Inventor： YIZHACK, Tamir ,  PERETZ, Shay

IPC: E04H4/00 ,  G06F11/00 ,  G06N5/00

Abstract: The present invention provides a method for comprehensive monitoring, analysis and maintenance of water and equipment in swimming pools said method implemented by one or more processing devices operatively coupled to a non- transitory storage device, on which are stored modules of instruction code that when executed cause the one or more processing devices to perform: - acquiring continuous data from acoustic sensors; - propagating said data to an online remote server, - applying machine learning algorithms at the online remote server configured to incorporate the acquired data and provide recommendations and control parameters, and - providing an online interface to access said recommendations for at least one of: pool owners, pool servicemen, pool maintenance companies, pool vendors and pool retail dealers, wherein applying said machine learning algorithms comprising applying an acoustic model trained to learn the behavior of said data acquired from said acoustic sensors and to identify at least one of a device failure, location of a failure, type of failure, and the mutual effect between/among devices/instruments undergoing failures and other devices/instruments in said pool system.

公开(公告)号：WO2018107128A9

公开(公告)日：2018-06-14

申请号：PCT/US2017/065475

申请日：2017-12-08

Applicant: U2 SCIENCE LABS, INC.

Inventor： MINKIN, Andrew M. ,  MCNALLY, Mark ,  KNIGHT, William ,  MAJOR, Stephane ,  LAMOREAUX, Richard ,  HERNANDEZ, Leandro

IPC: G06F15/18 ,  G06Q10/06 ,  G06N5/00

Abstract: Systems and methods for automating data science machine learning using analytical workflows are disclosed that provide for user interaction and iterative analysis including automated suggestions based on at least one analysis of a dataset.

公开(公告)号：WO2018026589A1

公开(公告)日：2018-02-08

申请号：PCT/US2017/043839

申请日：2017-07-26

Applicant: EDUARDO, Recavarren ,  RICHARDSON, Brad ,  YANYO, Lynn

Inventor： EDUARDO, Recavarren ,  RICHARDSON, Brad ,  YANYO, Lynn

IPC: G06N5/00 ,  G06T7/00 ,  G06F17/30

CPC classification number: G06F16/248 ,  G01S5/02 ,  G01S5/0263 ,  G06F16/284 ,  G06F2216/03 ,  H04N5/332

Abstract: This document presents a system to identify patterns of life assocated with the users of radio frequency emitting devices radiating within a monitored volume. These recurring commonalities in human activity can be derived from collected data and subsequent analytics that provide intelligence about those emitters and associated humans present within the monitored volume. The Freya system provides unique identifiers for detected emitters; insights into the current network relationships between emitters, past and current; human relational networks within the monitored volume; and can identify previous emitter locations prior to detection by the Freya system. These patterns of life provide a foundation for predicting interactions between humans associated with emitters active on the Internet of Things (IoT). This capability provides enhanced security capabilities as required by authorities for sensitive venues and events.

Abstract translation: 本文件提供了一种系统，用于识别与在监测体积内辐射的射频发射设备的用户相关联的生活模式。 这些人类活动中经常出现的共性可以从收集到的数据和随后的分析中获得，这些分析提供了关于监测体积内存在的那些发射体和相关人的智能。 Freya系统为检测到的发射器提供唯一的标识符; 洞察当前和过去排放者之间当前的网络关系; 监控卷内的人际关系网络; 并且可以在Freya系统检测之前识别先前的发射器位置。 这些生活模式为预测与物联网（IoT）上活跃的排放者相关联的人类之间的交互提供了基础。 这种能力为敏感场所和事件提供了权威机构要求的增强安全功能。

公开(公告)号：WO2017115218A1

公开(公告)日：2017-07-06

申请号：PCT/IB2016/057825

申请日：2016-12-20

Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION ,  IBM UNITED KINGDOM LIMITED ,  IBM (CHINA) INVESTMENT COMPANY LIMITED

Inventor： KATSUKI, Takayuki ,  RUDY, Raymond, Harry

IPC: G06N5/00

CPC classification number: G06F17/5009 ,  G06F17/10 ,  G06F17/5095 ,  G06F2217/16

Abstract: Target characteristic data may be predicted using an apparatus including a processor and one or more computer readable mediums collectively including instructions. When executed by the processor, the instructions cause the processor to obtain a plurality of physical structure data and a plurality of characteristic data, estimate at least one structural similarity between at least two physical structures that correspond with physical structure data among the plurality of physical structure data, and generate an estimation model for estimating a target characteristic data from a target physical structure data by using at least one characteristic data and corresponding at least one structural similarity between the target physical structure data and each of the plurality of the physical structure data.

Abstract translation: 可以使用包括处理器和共同包括指令的一个或多个计算机可读介质的设备来预测目标特性数据。 当由处理器执行时，指令使得处理器获得多个物理结构数据和多个特征数据，估计与多个物理结构之中的物理结构数据对应的至少两个物理结构之间的至少一个结构相似性 并且通过使用至少一个特征数据并且对应于目标物理结构数据和多个物理结构数据中的每个物理结构数据之间的至少一个结构相似性来生成用于根据目标物理结构数据来估计目标特征数据的估计模型。

公开(公告)号：WO2017111646A1

公开(公告)日：2017-06-29

申请号：PCT/RU2015/000919

申请日：2015-12-23

Applicant: MOTOROLA SOLUTIONS, INC.

Inventor： MARIASKIN, Evgenii Leonidovich ,  GENERALOVA, Valeriia Antonovna

IPC: G06N5/00

CPC classification number: G06N5/04 ,  G06F17/2775 ,  G06F17/30 ,  G10L2015/223 ,  G10L2015/228

Abstract: A method and apparatus are provided for analyzing conversational statements and providing feedback in real-time. Audio stream data is recorded by a communication device and converted into a logical analysis format representation. Logical analysis is performed automatically on the logical analysis format representation of the natural-language statement. The logical analysis identifies one or more candidate output resolutions and identifies supplemental data that can confirm the one or more candidate output resolutions. The identified supplemental data is accessed and the one or more candidate output resolutions are evaluated based at least in part on the supplemental data. A feedback message is generated and displayed on the mobile communication device. The feedback message is indicative of the evaluation of the one or more candidate output resolutions and may provide a recommended follow-up question to be asked by the user of the communication device in the current conversation.

Abstract translation: 提供了一种用于分析会话语句并实时提供反馈的方法和装置。 音频流数据由通信设备记录并转换成逻辑分析格式表示。 逻辑分析自动执行自然语言语句的逻辑分析格式表示。 逻辑分析标识一个或多个候选输出分辨率并标识可以确认一个或多个候选输出分辨率的补充数据。 识别的补充数据被访问，并且至少部分地基于补充数据来评估一个或多个候选输出分辨率。 反馈消息被生成并显示在移动通信设备上。 反馈消息表示对一个或多个候选输出分辨率的评估，并且可以提供要在当前对话中由通信设备的用户询问的推荐后续问题。

公开(公告)号：WO2017066522A1

公开(公告)日：2017-04-20

申请号：PCT/US2016/056978

申请日：2016-10-14

Applicant: SCHNEIDER ELECTRIC USA, INC.

Inventor： VAN GORP, John, C. ,  STANLAKE, Matthew ,  CHIDICHIMO, Mark, A.

IPC: G05B23/00 ,  G05B23/02 ,  G06N5/00 ,  G06N5/04 ,  G08B21/00 ,  G08B21/18

CPC classification number: G06K9/00771 ,  H04N5/23238 ,  H04N5/247 ,  H04N5/265 ,  H04N5/33 ,  H04N7/181

Abstract: According to one aspect, embodiments herein provide a visual monitoring system for a load panel comprising a first camera having a field of view and configured to be mounted on a surface of the load panel at a first camera position such that a first electrical component of the load panel is in the field of view of the first camera and to generate image based information corresponding to the first electrical component, and a server in communication with the first camera and configured to receive the image based information corresponding to the first electrical component from the first camera and to provide the image based information from the first camera to a user via a user interface.

Abstract translation: 根据一个方面，本文的实施例提供了一种用于负载面板的视觉监视系统，该负载面板包括第一相机，该第一相机具有视场并且被配置为在第一相机位置处被安装在负载面板的表面上 使得所述负载面板的第一电气部件位于所述第一照相机的视野内并且生成对应于所述第一电气部件的基于图像的信息，以及服务器，与所述第一照相机通信并且被配置为接收所述基于图像的信息 对应于来自第一照相机的第一电气部件并且经由用户界面将来自第一照相机的基于图像的信息提供给用户。

公开(公告)号：WO2017015755A1

公开(公告)日：2017-02-02

申请号：PCT/CA2016/050876

申请日：2016-07-25

Applicant: MEEMIM INC.

Inventor： PESTOV, Alexandre

IPC: G06F17/30 ,  G06N5/00

CPC classification number: G06F17/30867 ,  G06F17/30268 ,  G06F17/3028 ,  G06F17/30873

Abstract: Described herein are embodiments of a content management system for private knowledge repositories. The system comprises a content management module for carrying out: a method of content creation to create a unit of content; a method of content association to associate an image with the unit of content; a search function to retrieve search results including the unit of content and the associated image; and a search function to retrieve search results constrained to a user's network in a private social network. The search functions thus provide social network-defined image-based content retrieval.

Abstract translation: 这里描述了私人知识库的内容管理系统的实施例。 该系统包括内容管理模块，用于执行：创建内容创建单元的方法; 一种内容关联的方法，用于将图像与内容单元相关联; 搜索功能来检索包括内容单元和关联图像的搜索结果; 以及搜索功能来检索被限制在私人社交网络中的用户网络的搜索结果。 因此，搜索功能提供社交网络定义的基于图像的内容检索。

公开(公告)号：WO2016179235A8

公开(公告)日：2016-11-10

申请号：PCT/US2016/030694

申请日：2016-05-04

Applicant: SNAP INC.

Inventor： ALLEN, Nicholas, Richard ,  BRODY, Jonathan ,  SAMARANAYAKE, Chamal ,  WU, William

IPC: G06F3/041 ,  G06F3/048 ,  G06F15/173 ,  G06F17/20 ,  G06N5/00 ,  G06N5/02

Abstract: Methods, devices, systems, and computer readable media with instructions for group text communications between multiple devices, along with communication of associated data and automatic deletion of communications, are described. One embodiment involves generating a first ephemeral group chat, receiving a first ephemeral chat message, associated with one or more deletion triggers, and transmitting the first ephemeral message; and receiving, from at least the second client device, chat monitoring information comprising first deletion trigger information. In various embodiments, coordinated presentation and deletion of ephemeral chat messages are managed in a variety of ways.

公开(公告)号：WO2016168405A1

公开(公告)日：2016-10-20

申请号：PCT/US2016/027443

申请日：2016-04-14

Applicant: CAPITAL ONE SERVICES, LLC.

Inventor： ZARAKAS, James ,  YORK, Brennon

IPC: G07F7/10 ,  G06F1/32 ,  G06N5/00

CPC classification number: G07F7/0846 ,  G06N99/005 ,  G06Q20/34 ,  G06Q20/352 ,  G07F7/0806 ,  G07F7/084

Abstract: The present disclosure relates to devices and methods relating to an optimized electronic transaction card where various data inputs associated with a dynamic transaction card optimize operational configurations and/or a user experience of the dynamic transaction card to extend an energy storage life of the dynamic transaction card, promote various behaviors, and/or detect system and/or device defects. A dynamic transaction card may include a dynamic transaction card with various configuration and/or functionality that use the power components (e.g., printed circuit board (PCB), energy storage component, battery, and/or the like) of the dynamic transaction card. The configuration and/or functionality data may include, for example, sensor input, connection data, transaction data, display data, and/or the like. The configuration and/or functionality data may then be used to determine optimal configuration settings.

Abstract translation: 本公开涉及与优化的电子交易卡有关的装置和方法，其中与动态交易卡相关联的各种数据输入优化动态交易卡的操作配置和/或用户体验以延长动态交易卡的能量存储寿命 ，促进各种行为，和/或检测系统和/或设备缺陷。 动态交易卡可以包括具有使用动态交易卡的功率组件（例如印刷电路板（PCB），能量存储部件，电池等）的各种配置和/或功能的动态交易卡。 配置和/或功能数据可以包括例如传感器输入，连接数据，交易数据，显示数据等。 然后可以使用配置和/或功能数据来确定最佳配置设置。