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91. 发明公开

EP3267369A1 DECISION TREE GENERATING APPARATUS, DECISION TREE GENERATING METHOD, NON-TRANSITORY COMPUTER-READABLE RECORDING MEDIUM, AND INQUIRY SYSTEM 审中-公开
标题翻译：决策树生成装置，决策树生成方法，非暂态计算机可读记录介质和查询系统
公开(公告)号：EP3267369A1
公开(公告)日：2018-01-10
申请号：EP17176799.9
申请日：2017-06-20
申请人： Panasonic Intellectual Property Management Co., Ltd.
发明人： YAMAGAMI, Katsuyoshi , ENDO, Mitsuru
IPC分类号： G06N5/02 , G06N5/04 , G06Q30/02
CPC分类号： G06N5/045 , G06F17/30961 , G06N5/025 , G06N5/047 , G06N99/005 , G06Q30/02
摘要： A decision tree generating apparatus includes an information gain calculator and a decision tree generator. When a classification target data set including a plurality of pieces of classification target data respectively having different attributes with attribute values assigned thereto is segmented into subsets in a form of a decision tree, the information gain calculator calculates an amount of entropy reduction on each attribute, and calculates an information gain, based on the amount of reduction in the entropy and reliability of a user's answer responsive to an inquiry asking about the attribute. The decision tree generator successively determines an attribute having a maximum information gain to be a node of the decision tree by recursively iterating the segmentation of the pre-segmentation data set, and generates the decision tree that is to be used to determine an order of the inquiries.
摘要翻译：决策树生成装置包括信息增益计算器和决策树生成器。当包括分别具有与赋予其的属性值不同的属性的多个分类目标数据的分类目标数据集以决策树的形式被分割成子集时，信息增益计算器计算每个属性的熵降低量，并且基于响应于询问关于属性的询问的熵的减少量和用户的回答的可靠性来计算信息增益。决策树生成器通过递归地迭代预分割数据集的分割，连续地确定具有最大信息增益的属性作为决策树的节点，并且生成决策树，该决策树将被用于确定查询。

92. 发明公开

EP3230897A1 LEXICAL ANALYZER FOR A NEURO-LINGUISTIC BEHAVIOR RECOGNITION SYSTEM 审中-公开
标题翻译：用于神经语言行为识别系统的词汇分析器
公开(公告)号：EP3230897A1
公开(公告)日：2017-10-18
申请号：EP15867384.8
申请日：2015-12-10
申请人： Omni Ai, Inc.
发明人： XU, Gang , SEOW, Ming-Jung , YANG, Tao , COBB, Wesley Kenneth
IPC分类号： G06F17/27
CPC分类号： G06F17/2735 , G06F17/2775 , G06N5/045 , G06N99/005
摘要： Techniques are disclosed for building a dictionary of words from combinations of symbols generated based on input data. A neuro-linguistic behavior recognition system includes a neuro-linguistic module that generates a linguistic model that describes data input from a source (e.g., video data, SCADA data, etc.). To generate words for the linguistic model, a lexical analyzer component in the neuro-linguistic module receives a stream of symbols, each symbol generated based on an ordered stream of normalized vectors generated from input data. The lexical analyzer component determines words from combinations of the symbols based on a hierarchical learning model having one or more levels. Each level indicates a length of the words to be identified at that level. Statistics are evaluated for the words identified at each level. The lexical analyzer component identifies one or more of the words having statistical significance.
摘要翻译：公开了用于根据基于输入数据生成的符号组合来构建单词词典的技术。神经语言行为识别系统包括生成描述从源（例如，视频数据，SCADA数据等）输入的数据的语言模型的神经语言模块。为了为语言模型生成单词，神经语言模块中的词汇分析器组件接收符号流，每个符号基于从输入数据生成的规范化向量的有序流生成。词法分析器组件基于具有一个或多个级别的分层学习模型来从符号的组合中确定单词。每个级别表示在该级别要识别的单词的长度。对每个级别确定的词进行统计评估。词法分析器组件识别一个或多个具有统计显着性的单词。

93. 发明公开

EP3227799A2 AUTO-ENCODER ENHANCED SELF-DIAGNOSTIC COMPONENTS FOR MODEL MONITORING 审中-公开
标题翻译：自动编码器增强型自诊断组件，用于模型监测
公开(公告)号：EP3227799A2
公开(公告)日：2017-10-11
申请号：EP15865799.9
申请日：2015-12-02
申请人： Fair Isaac Corporation
发明人： ZHANG, Jun , ZOLDI, Scott Michael
IPC分类号： G06F17/30
CPC分类号： G06Q30/0201 , G06N3/0454 , G06N5/045
摘要： A diagnostic system for model governance is presented. The diagnostic system includes an auto-encoder to monitor model suitability for both supervised and unsupervised models. When applied to unsupervised models, the diagnostic system can provide a reliable indication on model degradation and recommendation on model rebuild. When applied to supervised models, the diagnostic system can determine the most appropriate model for the client based on a reconstruction error of a trained auto-encoder for each associated model. An auto-encoder can determine outliers among subpopulations of consumers, as well as support model go-live inspections.
摘要翻译：介绍了一种模型治理的诊断系统。诊断系统包括一个自动编码器，用于监控监督模型和无监督模型的模型适用性。当应用于无监督模型时，诊断系统可以提供模型退化的可靠指示和模型重建建议。当应用于监督模型时，诊断系统可以根据每个相关模型的训练过的自动编码器的重建误差，为客户确定最合适的模型。自动编码器可以确定消费者亚群之间的异常值，并支持模型上线检查。

94. 发明公开

EP3138033A4 METHOD AND APPARATUS FOR PERFORMING BLOCK RETRIEVAL ON BLOCK TO BE PROCESSED OF URINE SEDIMENT IMAGE 有权
标题翻译：方法和装置用于进行块上的萃取制造尿沉渣图像块
公开(公告)号：EP3138033A4
公开(公告)日：2017-05-17
申请号：EP15786785
申请日：2015-04-30
申请人： SIEMENS HEALTHCARE DIAGNOSTICS INC
发明人： SHEN TIAN , XU JUAN , ZHANG XIAOFAN
IPC分类号： G06F19/00 , G06K9/00 , G06K9/62
CPC分类号： G06N5/045 , G01N33/493 , G06F17/30961 , G06K9/6282 , G06N99/005
摘要： The inventive concepts herein relate to performing block retrieval on a block to be processed of a urine sediment image. The method comprises: using a plurality of decision trees to perform block retrieval on the block to be processed, wherein each of the plurality of decision trees comprises a judgment node and a leaf node, and the judgment node judges the block to be processed to make it reach the leaf node by using a block retrieval feature in a block retrieval feature set to form a block retrieval result at the leaf node, and at least two decision trees in the plurality of decision trees are different in structures thereof and/or judgments performed by the judgment nodes thereof by using the block retrieval feature; and integrating the block retrieval results of the plurality of decision trees so as to form a final block retrieval result.
摘要翻译：本发明的构思涉及一种块执行在存储块检索尿液沉渣图像进行处理。该方法包括：利用决策树的一个多元化的块执行块检索被处理，worin每个决策树的多个包括判断节点和叶节点，并将该判断节点判断该块被处理以使它通过在设置为形成在所述叶节点中的块的检索结果的块的检索的功能使用块的检索功能到达的叶节点，并且在判定树的多个至少两个判定树中进行的它们的结构和/或判决不同通过其通过使用块检索功能的判定节点; 和INTEGRA婷决策树的多个存储块检索的结果，以便形成最终的块的检索结果。

95. 发明公开

EP3118750A1 FACTOR ANALYSIS DEVICE, FACTOR ANALYSIS METHOD, AND FACTOR ANALYSIS PROGRAM 审中-公开
标题翻译： FAKTORANALYSEVORRICHTUNG，FAKTORANALYSEVERFAHREN UND FAKTORANALYSEPROGRAMM
公开(公告)号：EP3118750A1
公开(公告)日：2017-01-18
申请号：EP14885775.8
申请日：2014-12-15
申请人： NEC Corporation
发明人： MIZOGUCHI, Takehiko
IPC分类号： G06F17/18 , G05B19/418 , G06Q50/04
CPC分类号： G06F17/18 , G06K9/00496 , G06N5/045 , G07C3/14 , Y02P90/22
摘要： This factor analysis device is provided with a feature extraction unit (1021) that extracts feature quantities from an explanatory time series, a feature conversion unit (1022) that converts said feature quantities to a feature time series, a feature-time-series influence-degree computation unit (1031) that uses said feature time series and a response time series to compute an influence degree indicating the degree to which the feature time series influences the change over time represented by the response time series, and an explanatory-time-series influence-degree computation unit (1032) that uses said influence degree to compute an influence degree indicating the degree to which the explanatory time series influences the change over time represented by the response time series.
摘要翻译：该因子分析装置具有从说明时间序列中提取特征量的特征提取单元（1021），将特征量转换为特征时间序列的特征转换单元（1022），特征时间序列影响 - 使用所述特征时间序列的度数计算单元（1031）和响应时间序列来计算指示特征时间序列影响由响应时间序列表示的随时间变化的程度的影响程度，以及说明时间序列影响度计算单元（1032），其使用所述影响程度来计算表示说明时间序列影响由响应时间序列表示的随时间变化的程度的影响程度。

96. 发明公开

EP3103075A1 OPERATIONAL PROGRAMMING OF A FACILITY 无效
标题翻译：投资操作编程
公开(公告)号：EP3103075A1
公开(公告)日：2016-12-14
申请号：EP15702016.5
申请日：2015-01-05
申请人： Exxonmobil Research And Engineering Company
发明人： WARRICK, Philip, H. , SUNDARAM, Anantha , DEPAOLA, Victor, P. , BALASUBRAMANIAN, Jayanth , BRADSHAW, Stephen, R. , KOCIS, Gary, R. , EVANS, Joseph, W. , BOOKER, Nicholas, J. , FRIEDRICH, George, E. , WINKLER, Eric, A.
IPC分类号： G06Q10/06
CPC分类号： G05B19/41885 , G05B2219/32343 , G06N5/045 , G06Q10/0637
摘要： A decision support tool to assist decision-making in the operation of a facility. The decision support tool allows a user to perform operational programming of the facility so that the analysis of specific operational events is flexible and “on-demand.” This is achieved by allowing the user to set scope and timeframe of the analysis according to business needs. As a result, the organization can make better-informed judgments whether to add operational activities and how to adjust the ones already formulated in the program. The decision support tool can also allow for the application of strategies to communicate intent behind the programming instructions and to improve the quality of business decisions.

97. 发明公开

EP3043295A3 INTELLIGENT BUSINESS SUPPORT SYSTEM 审中-公开
标题翻译：智能业务支持系统
公开(公告)号：EP3043295A3
公开(公告)日：2016-12-14
申请号：EP15020125.9
申请日：2015-07-24
申请人： Esecure Sp. z o.o.
发明人： ZABAWA, Dawid
IPC分类号： G06N5/02 , G06Q30/00 , G06F17/30
CPC分类号： G06Q10/0637 , G06F17/30091 , G06F17/30106 , G06F17/30592 , G06N5/022 , G06N5/045 , G06Q10/04 , G06Q30/00 , G06Q40/12
摘要： An intelligent business support system to support business decision-making in a company, characterised in that it has an expert module (1) to generate answers to system user queries through an inference mechanism (2) and a search and analysis application (3) based on the data contained in the system's knowledge base (4) that is editable with a knowledge base editor (5), to be generated from a data warehouse (6) populated with an integration application (7) and data sources (8) using an executable program (9) where answers to user queries are stored in a dynamic database (10) and communication between the user and the knowledge base editor (5) and the executable program (9) is accomplished via a user interface (11).
摘要翻译：一种支持公司业务决策的智能业务支持系统，其特征在于它具有专家模块（1），通过推理机制（2）和基于搜索和分析应用（3）的系统用户查询生成答案（7）和数据源（8）的数据仓库（6）中生成的可利用知识库编辑器（5）编辑的系统知识库（4）中包含的数据，（9），其中对用户查询的回答存储在动态数据库（10）中，并且用户与知识库编辑器（5）和可执行程序（9）之间的通信经由用户接口（11）完成。

98. 发明公开

EP2989516A1 REAL-TIME CHEMICAL PROCESS MONITORING, ASSESSMENT AND DECISION-MAKING ASSISTANCE METHOD 审中-公开
标题翻译：化工过程实时控制，审查和决策支持方法
公开(公告)号：EP2989516A1
公开(公告)日：2016-03-02
申请号：EP14712882.1
申请日：2014-03-04
申请人： Dow Global Technologies LLC
发明人： SAMPLES, Paul, K. , PARRISH, John, R.
IPC分类号： G05B23/02
CPC分类号： G05D21/02 , G05B19/418 , G05B23/0294 , G05B2219/31001 , G05B2219/32287 , G06N5/045
摘要： A real-time method for operating plant executing a chemical process, comprising continuously, periodically or intermittently obtaining one or more process variable measurements; optionally, continuously, periodically or intermittently estimating one or more inferred process variables from measured process variables and/or mathematical models; estimating the current state of the chemical process based on the process variable measurements and/or inferred process variables; assessing the current state of the chemical process; projecting future probable process state based on the current state of the chemical process; linking the current and/or future probable process state with information in a database, the information comprising preferred actions aimed at favorably influencing the future process state; providing the information to a chemical process plant operating personnel; and optionally, performing manual and/or automatic actions aimed at favorably influencing the future process state of the chemical process is provided.

99. 发明公开

EP2959453A1 A CONTROL SYSTEM 审中-公开
标题翻译：控制系统
公开(公告)号：EP2959453A1
公开(公告)日：2015-12-30
申请号：EP14753555.3
申请日：2014-02-25
申请人： Stubbs, Margot
发明人： Stubbs, Margot
IPC分类号： G06Q50/18
CPC分类号： G05B15/02 , G06N5/045 , G06Q10/10 , G06Q50/18
摘要： This invention concerns a control system that makes use of a computer user interface to control a process having a plurality of different stages of operation, in particular a multi-stage legal process. The system comprises a computer memory that stores a decision tree having a network of interconnected nodes, each of which represents a stage of the multi-stage process. The system further includes historical patterns of entries made by users and a plurality of different types of resource information for each stage of the multi-stage process. In use, each node requires an input to satisfy specified criterion, in response to which, one of the downstream nodes is automatically selected and the computer screen is updated. Input is made by a user either directly or automatically as determined by a selected historical pattern of entries.

100. 发明公开

EP1089222A1 Method and apparatus for providing explanations of automated decisions applied to user data 审中-公开
标题翻译：方法和设计自动化EntscheidungenéErklärungenbei automatisierten Entscheidungen
公开(公告)号：EP1089222A1
公开(公告)日：2001-04-04
申请号：EP00308496.9
申请日：2000-09-28
申请人： NCR INTERNATIONAL INC.
发明人： O'Flaherty, Kenneth W. , Tate, Brian Don
IPC分类号： G06N5/04
CPC分类号： G06F17/30539 , G06F2216/03 , G06N5/045
摘要： A method, apparatus, and article of manufacture for providing a description of logic used in determining an outcome based on automatic processing of data is disclosed. The method comprises the steps of hierarchically applying a series of decision criteria to the data to arrive at the outcome, while recording a rule determined from application of each decision criteria to the data, and retrieving the recorded rules. The article of manufacture comprises a data storage device tangibly embodying instructions to perform the method steps outlined above, and the apparatus comprises a means for performing the method steps.
摘要翻译：公开了一种基于数据的自动处理来提供用于确定结果的逻辑的描述的方法，装置和制品。该方法包括以下步骤：在数据上分层应用一系列决策标准以获得结果，同时将从每个决策标准的应用确定的规则记录到数据，以及检索记录的规则。该制品包括有形地体现用于执行上述方法步骤的指令的数据存储装置，并且该装置包括用于执行方法步骤的装置。

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