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公开(公告)号：US11741123B2
公开(公告)日：2023-08-29
申请号：US17454202
申请日：2021-11-09
CPC分类号： G06F16/26 , G06F16/283
摘要： Embodiments facilitating data exploration in a computing environment by a processor. A multidimensional dataset may be received. The multidimensional dataset may be processed according to booting operation parameters. A visualization and exploration of an interactive representation of one or more probabilistic models for each one of a set of instances using the multidimensional dataset.
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公开(公告)号：US11023681B2
公开(公告)日：2021-06-01
申请号：US16136064
申请日：2018-09-19
发明人： Yassine Lassoued , Lea Deleris , Stephane Deparis , Killian Levacher , Charles A. Jochim , Yufang Hou , Elizabeth Daly
IPC分类号： G06F40/30 , G06F16/36 , G06F40/284
摘要： Embodiments for co-reference resolution and entity linking from unstructured text data by a processor. Semantic co-references and mentions of one or more entities may be resolved occurring in unstructured text data by linking the one or more entities using a domain knowledge ontology.
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公开(公告)号：US11003716B2
公开(公告)日：2021-05-11
申请号：US15402287
申请日：2017-01-10
发明人： Francesca Bonin , Elizabeth M. Daly , Lea A. Deleris , Stephane Deparis , Yufang Hou , Charles A. Jochim , Yassine Lassoued
IPC分类号： G06F16/901 , G06N5/02 , G06F40/30
摘要： Embodiments for discovery and analysis of interpersonal relationships from a collection of unstructured text data by a processor. A relationship between one or more entities and extracted text data from a plurality of unstructured text data may be identified such that the relationship includes a sentiment of the relationship, a type of relationship, temporal information, or a combination thereof. The one or more entities may be associated with a knowledge graph based on an ontology of concepts representing a domain knowledge. The extracted information and the identified relationship may be automatically aggregated into a multi-graph representation.
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公开(公告)号：US20200082290A1
公开(公告)日：2020-03-12
申请号：US16127694
申请日：2018-09-11
摘要： Techniques that facilitate adaptive anonymization of data using statistical inference are provided. In one example, a system includes an anonymization component and a statistical learning component. The anonymization component applies an anonymization strategy to data associated with an electronic device. The statistical learning component modifies the anonymization strategy to generate an updated anonymization strategy for the data based on a machine learning process associated with a probabilistic model that represents the data.
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公开(公告)号：US11847132B2
公开(公告)日：2023-12-19
申请号：US16559320
申请日：2019-09-03
CPC分类号： G06F16/26 , G06F16/283 , G06N7/01 , G06N20/00
摘要： Embodiments facilitating data exploration in a computing environment by a processor. A multidimensional dataset may be received. The multidimensional dataset may be processed according to booting operation parameters. A visualization and exploration of an interactive representation of one or more probabilistic models using multidimensional dataset.
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公开(公告)号：US20220261671A1
公开(公告)日：2022-08-18
申请号：US17176209
申请日：2021-02-16
IPC分类号： G06N7/00 , G06F16/242
摘要： In an approach to explaining probabilistic answers through contextualization, one or more computer processors receive a query associated with a probability value of a first event from a user. One or more computer processors parse the query into one or more constituent parts. Based on the one or more constituent parts, one or more computer processors determine the first event. One or more computer processors query a probability value of the first event, where the second event is similar to the first event. One or more computer processors determine the probability value of the first event and the probability value of the second event are known. One or more computer processors fetch the probability value of the first event and the probability value of the second event. One or more computer processors display the probability value of the first event and the probability value of the second event.
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公开(公告)号：US11630649B2
公开(公告)日：2023-04-18
申请号：US15929997
申请日：2020-06-02
摘要： Various embodiments are provided for providing intelligent library management in a computing environment by a processor. Application compatibility may be learned from a plurality of projects, repositories, application libraries, data sources, or a combination thereof. A list of recommended application libraries, ordered according to the application compatibility, may be automatically provided for implementation, integration, or replacements of one or more sections of an application library.
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公开(公告)号：US20220188693A1
公开(公告)日：2022-06-16
申请号：US17122038
申请日：2020-12-15
摘要： A method, a computer system, and a computer program product for creating multiple models asynchronously is provided. Embodiments of the present invention may include receiving input data, wherein input data includes a full training dataset. Embodiments of the present invention may include building, asynchronously, one or more Bayesian network models using one or more portions of the input data on a first pipeline and building a free learning model using the full training dataset on a second pipeline. Embodiments of the present invention may include retrieving the one or more Bayesian network models from the first pipeline. Embodiments of the present invention may include retrieving the free learning model from the second pipeline.
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