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公开(公告)号：US09355371B2
公开(公告)日：2016-05-31
申请号：US13970826
申请日：2013-08-20
CPC分类号： G06N99/005 , G06N5/022 , G06Q10/067 , G06Q40/00
摘要： Embodiments relate to a method, system, and computer program product for a process model. The method includes extracting data associated with a process execution trace of a running process and extracting any prior knowledge data relating to the running process. The method also includes calculating at least one transition confidence parameter for the prior knowledge data; and identifying any existing process models relating to the running process. A confidence trace bias is also generated for any existing process model identified. An enhanced bias value is then calculated by combining the confidence trace bias value and value of the transition confidence parameter. Using as input the extracted process execution trace data, the prior knowledge data, the identified existing model and the enhanced bias value, a learned process model is then generated.
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公开(公告)号：US20150347467A1
公开(公告)日：2015-12-03
申请号：US14287474
申请日：2014-05-27
发明人： Sara H. Basson , Kember A.-R. Forcke , Richard T. Goodwin , Kaan K. Katircioglu , Meir M. Laker , Jonathan Lenchner , Pietro Mazzoleni , Nitinchandra R. Nayak , John G. Vergo , Wlodek W. Zadrozny
IPC分类号： G06F17/30
CPC分类号： G06F16/285 , G06F16/245 , G06F16/24573 , G06F16/355 , G06F16/93 , G06F17/241
摘要： A model of a domain is received, wherein the model has a plurality of elements. A corpus of select documents covering the plurality of elements of the model is also received. A plurality of select topics is generated from the corpus of select documents. Topics of an additional document are compared to the plurality of select topics to calculate a distance between the topics of the additional document and the plurality of select topics. Upon the distance meeting a threshold value, a new corpus is generated to include the additional document. The new document is annotated with the plurality of elements of the model.
摘要翻译： 接收到域的模型，其中模型具有多个元素。 也接收到覆盖模型的多个元素的选择文档的语料库。 从选择文档的语料库生成多个选择主题。 将附加文档的主题与多个选择主题进行比较，以计算附加文档的主题与多个选择主题之间的距离。 当距离达到阈值时，生成新的语料库以包括附加文档。 新文档用模型的多个元素注释。
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23.发明申请公开(公告)号：US20140214692A1
公开(公告)日：2014-07-31
申请号：US13754043
申请日：2013-01-30
IPC分类号： G06Q10/10
CPC分类号： G06Q10/101
摘要： A method for generating website feature requirements includes receiving a screen capture image including a website. The screen capture image is matched to one or more known website features listed within a database of website features. A website features requirements specification is generated based on the results of the matching. One or more recommendations for modifying the website features requirements specification is automatically generated based on considerations of cost or complexity of implementation. The website features requirements specification is updated based on the one or more recommendations.
摘要翻译： 用于产生网站特征要求的方法包括接收包括网站的屏幕捕获图像。 屏幕捕获图像与网站特征数据库中列出的一个或多个已知网站功能相匹配。 网站功能需求规格是根据匹配结果生成的。 基于成本或执行复杂度的考虑，自动生成一个或多个修改网站功能要求规范的建议。 网站功能需求规格根据一个或多个建议进行更新。
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公开(公告)号：US20140089058A1
公开(公告)日：2014-03-27
申请号：US13974325
申请日：2013-08-23
IPC分类号： G06Q10/06
CPC分类号： G06Q10/0637 , G06F16/3322 , G06Q10/06375
摘要： A computer program product estimates effects of modifications to a process. The computer program product includes a storage medium readable by a processing circuit and storing instructions for execution by the processing circuit for performing a method. The method includes determining first differences between a graphical representation of a first modified process and a base process having been modified by the modified process, comparing the first differences with second differences between a graphical representation of at least one second modified process and the base process, and estimating a first effect of the first differences relative to the base process based on a similarity between the first differences and the second differences and based on at least one second effect of the second differences relative to the base process, the at least one second effect stored, and associated with the second differences in memory.
摘要翻译： 计算机程序产品估计对过程的修改的影响。 计算机程序产品包括可由处理电路读取的存储介质，并且存储由处理电路执行以执行方法的指令。 该方法包括确定第一修改过程的图形表示和已被修改过程修改的基本过程之间的第一差异，将第一差异与至少一个第二修改过程的图形表示与基本过程之间的第二差异进行比较， 以及基于所述第一差异和所述第二差异之间的相似度，并且基于所述第二差异相对于所述基本过程的至少一个第二效应来估计所述第一差异相对于所述基本过程的第一影响，所述至少一个第二效应 存储并与存储器中的第二个差异相关联。
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公开(公告)号：US12008028B2
公开(公告)日：2024-06-11
申请号：US16174757
申请日：2018-10-30
发明人： Elham Khabiri , Pietro Mazzoleni
IPC分类号： G06F16/36 , G06F16/387 , G06F40/30 , G06N5/046 , G06V30/422
CPC分类号： G06F16/367 , G06F16/387 , G06F40/30 , G06N5/046 , G06V30/422
摘要： A method of processing construction documentation includes receiving, as input data into a processor of a computer, a document directed to a specific construction project as input data. The processor extracts location and context information from the document. The location information defines locations relevant to the specific construction project and the context information comprises text extracted from image data of the document.
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26.发明授权公开(公告)号：US11593680B2
公开(公告)日：2023-02-28
申请号：US16928171
申请日：2020-07-14
摘要： A computer-implemented method for providing interpretable predictions from a machine learning model includes receiving a data structure that represents a hierarchical structure of a set of features (X) used by one or more predictive models to generate a set of predictions (Y). An interpretability model is built corresponding to the predictive models, by assigning an interpretability to each prediction Yi based on the hierarchical structure. Assigning the interpretability includes decomposing X into a plurality of partitions Xj using the hierarchical structure, wherein X=U1NXj, N being the number of partitions. Further, each partition is decomposed into a plurality of sub-partitions using the hierarchical structure until atomic sub-partitions are obtained. A score is computed for each partition as a function of the predicted scores of the sub-partitions, wherein the predicted scores represent interactions between the sub-partitions. Further, an interpretation of a prediction is outputted.
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公开(公告)号：US10671601B2
公开(公告)日：2020-06-02
申请号：US14562987
申请日：2014-12-08
发明人： Sara H. Basson , Kember A.-R. Forcke , Richard T. Goodwin , Kaan K. Katircioglu , Meir M. Laker , Pietro Mazzoleni , Nitinchandra R. Nayak , John G. Vergo
IPC分类号： G06F7/00 , G06F17/00 , G06F16/242 , G06Q30/00
摘要： Receiving a first model associated with a user, a generic model of a generic domain, and a specific domain having an associated domain-specific corpus. A first set of query terms based on elements of the first model, and a second set of query terms based on elements of the generic model, are determined. A third set of query terms is generated based on the first and second sets of query terms. The domain specific corpus is queried using the third set of query terms, and a domain specific model is generated based on results of the querying.
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公开(公告)号：US20180005314A1
公开(公告)日：2018-01-04
申请号：US15197964
申请日：2016-06-30
发明人： Ying Li , Pietro Mazzoleni , Pavankumar Murali , Anshul Sheopuri , Roman Vaculin
CPC分类号： G06Q30/08 , G06Q30/0244 , G06Q30/0246 , G06Q30/0277
摘要： Aspects of the present invention include a method, system and computer program product. The method includes determining, by the processor, an optimal bid price for each one of a plurality of campaigns in each one of a plurality of online real time bidding auctions. The method also includes determining, by the processor, a winning function for bids placed for campaigns in each one of a plurality of online real time bidding auctions, and determining, by the processor, a bidding function for bids placed for campaigns in each one of a plurality of online real time bidding auctions. The method also includes determining, by the processor, the optimal bid price for each one of a plurality of campaigns in each one of a plurality of online real time bidding auctions as a function of the determined winning function and the determined bidding function.
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公开(公告)号：US20160162538A1
公开(公告)日：2016-06-09
申请号：US14562987
申请日：2014-12-08
发明人： Sara H. Basson , Kember A.-R. Forcke , Richard T. Goodwin , Kaan K. Katircioglu , Meir M. Laker , Pietro Mazzoleni , Nitinchandra R. Nayak , John G. Vergo
IPC分类号： G06F17/30
CPC分类号： G06F16/2425 , G06Q30/00
摘要： Receiving a first model associated with a user, a generic model of a generic domain, and a specific domain having an associated domain-specific corpus. A first set of query terms based on elements of the first model, and a second set of query terms based on elements of the generic model, are determined. A third set of query terms is generated based on the first and second sets of query terms. The domain specific corpus is queried using the third set of query terms, and a domain specific model is generated based on results of the querying.
摘要翻译： 接收与用户相关联的第一模型，通用域的通用模型以及具有关联的域特定语料库的特定域。 确定基于第一模型的元素的第一组查询项和基于通用模型的元素的第二组查询项。 基于第一组和第二组查询项生成第三组查询项。 使用第三组查询项查询域特定语料库，并根据查询结果生成域特定模型。
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公开(公告)号：US20140089056A1
公开(公告)日：2014-03-27
申请号：US13974364
申请日：2013-08-23
IPC分类号： G06Q10/06
CPC分类号： G06Q10/0637 , G06F16/3322 , G06Q10/06375
摘要： Embodiments include a method of estimating effects of modifications to a process. The method includes determining, by a processor, first differences between a graphical representation of a first modified process and a base process having been modified by the first modified process. The method also includes comparing, by the processor, the first differences with second differences between a graphical representation of at least one second modified process and the base process. The method also includes estimating a first effect of the first differences relative to the base process based on a similarity between the first differences and the second differences and based on at least one second effect of the second differences relative to the base process, the second effect stored and associated with the second differences in memory.
摘要翻译： 实施例包括估计对过程的修改的影响的方法。 该方法包括由处理器确定第一修改过程的图形表示与已由第一修改过程修改的基本过程之间的第一差异。 该方法还包括由处理器将第一差异与至少一个第二修改过程的图形表示与基本过程之间的第二差异进行比较。 该方法还包括基于第一差异和第二差异之间的相似度并且基于第二差异相对于基本过程的至少一个第二效应来估计相对于基本过程的第一差异的第一效应，第二效应 存储并与存储器中的第二个差异相关联。
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