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1.
公开(公告)号:US11928211B2
公开(公告)日:2024-03-12
申请号:US17991119
申请日:2022-11-21
发明人: Paul Gribelyuk , Han Xu , Kelvin Lau , Pierre Cholet
IPC分类号: G06F21/55 , G06F16/901 , G06N20/00
CPC分类号: G06F21/554 , G06F16/9024 , G06F21/552 , G06N20/00
摘要: Systems and methods are provided for implementing a machine learning approach to modeling entity behavior. Fixed information and periodically updated information may be utilized to predict the behavior of an entity. By incorporating periodically updated information, the system is able to maintain an up-to-date prediction of each entity's behavior, while also accounting for entity action with respect to ongoing obligations. The system may generate behavior scores for the set of entities. In some embodiments, the behavior scores that are generated may indicate the transactional risk associated with each entity. Using the behavior scores generated, a user may be able to assess the credit riskiness of individual entities and instruct one or more individuals assigned to the entities to take one or more actions based on the credit riskiness of the individual entities.
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公开(公告)号:US11341325B2
公开(公告)日:2022-05-24
申请号:US16696977
申请日:2019-11-26
发明人: Casey Patton , Paul Gribelyuk , Kayo Teramoto , Aaron Rubin , Ankit Shankar
IPC分类号: G06F40/186 , G06F16/93 , G06F3/0486 , G06V10/88 , G06V30/412 , G06V30/146 , G06V30/10
摘要: A data ingestion system normalizes ingested documents and extracts data based on a template that is applied to the documents. In an aspect, the system accesses a document of a document type and determines a template to apply to the document. The system normalizes the document, extracts data values from the document based at least in part on the template, and generates structured data based at least partly on the extracted data.
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公开(公告)号:US11921795B2
公开(公告)日:2024-03-05
申请号:US17713950
申请日:2022-04-05
发明人: Casey Patton , Paul Gribelyuk , Kayo Teramoto , Aaron Rubin , Ankit Shankar
IPC分类号: G06F16/93 , G06F3/0486 , G06F40/186 , G06V30/146 , G06V30/412
CPC分类号: G06F16/93 , G06F3/0486 , G06F40/186 , G06V30/1478 , G06V30/412
摘要: A data ingestion system normalizes ingested documents and extracts data based on a template that is applied to the documents. In an aspect, the system accesses a document of a document type and determines a template to apply to the document. The system normalizes the document, extracts data values from the document based at least in part on the template, and generates structured data based at least partly on the extracted data.
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公开(公告)号:US11681282B2
公开(公告)日:2023-06-20
申请号:US16845797
申请日:2020-04-10
发明人: Andrew Poh , Andre Frederico Cavalheiro Menck , Arion Sprague , Benjamin Grabham , Benjamin Lee , Bianca Rahill-Marier , Gregoire Omont , Jim Inoue , Jonah Scheinerman , Maciej Albin , Myles Scolnick , Paul Gribelyuk , Steven Fackler , Tam-Sanh Nguyen , Thomas Powell , William Seaton
IPC分类号: G05B23/02 , G06N20/00 , G06Q10/0639 , H01L21/66 , G06F16/2457 , G06F11/07 , G06F16/35 , G06F16/28
CPC分类号: G05B23/0235 , G06N20/00 , G06Q10/06395 , G06F11/079 , G06F16/24578 , G06F16/285 , G06F16/35 , H01L22/20
摘要: Systems and methods are provided for identifying relationships between defects. The system may obtain defect items and associated information. Defect items may be compared to one another based on their attributes to determine how related they are. According to the comparisons, defect items may be grouped together into issue items for further analysis by a user. The system may further update a defect comparison model according to user interaction with defect items.
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公开(公告)号:US20180173212A1
公开(公告)日:2018-06-21
申请号:US15385664
申请日:2016-12-20
发明人: Andrew Poh , Andre Frederico Cavalheiro Menck , Arion Sprague , Benjamin Grabham , Benjamin Lee , Bianca Rahill-Marier , Gregoire Omont , Jim Inoue , Jonah Scheinerman , Maciej Albin , Myles Scolnick , Paul Gribelyuk , Steven Fackler , Tam-Sanh Nguyen , Thomas Powell , William Seaton
CPC分类号: G05B23/0235 , G06N20/00 , G06Q10/06395
摘要: Systems and methods are provided for identifying relationships between defects. The system may obtain defect items and associated information. Defect items may be compared to one another based on their attributes to determine how related they are. According to the comparisons, defect items may be grouped together into issue items for further analysis by a user. The system may further update a defect comparison model according to user interaction with defect items.
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6.
公开(公告)号:US11507657B2
公开(公告)日:2022-11-22
申请号:US17001472
申请日:2020-08-24
发明人: Paul Gribelyuk , Han Xu , Kelvin Lau , Pierre Cholet
IPC分类号: G06F21/55 , G06N20/00 , G06F16/901
摘要: Systems and methods are provided for implementing a machine learning approach to modeling entity behavior. Fixed information and periodically updated information may be utilized to predict the behavior of an entity. By incorporating periodically updated information, the system is able to maintain an up-to-date prediction of each entity's behavior, while also accounting for entity action with respect to ongoing obligations. The system may generate behavior scores for the set of entities. In some embodiments, the behavior scores that are generated may indicate the transactional risk associated with each entity. Using the behavior scores generated, a user may be able to assess the credit riskiness of individual entities and instruct one or more individuals assigned to the entities to take one or more actions based on the credit riskiness of the individual entities.
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公开(公告)号:US20220229977A1
公开(公告)日:2022-07-21
申请号:US17713950
申请日:2022-04-05
发明人: Casey Patton , Paul Gribelyuk , Kayo Teramoto , Aaron Rubin , Ankit Shankar
IPC分类号: G06F40/186 , G06F16/93 , G06F3/0486 , G06V10/88 , G06V30/412 , G06V30/146
摘要: A data ingestion system normalizes ingested documents and extracts data based on a template that is applied to the documents. In an aspect, the system accesses a document of a document type and determines a template to apply to the document. The system normalizes the document, extracts data values from the document based at least in part on the template, and generates structured data based at least partly on the extracted data.
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公开(公告)号:US20210089712A1
公开(公告)日:2021-03-25
申请号:US16696977
申请日:2019-11-26
发明人: Casey Patton , Paul Gribelyuk , Kayo Teramoto , Aaron Rubin , Ankit Shankar
IPC分类号: G06F40/186 , G06F16/93 , G06F3/0486 , G06K9/00 , G06K9/82 , G06K9/32
摘要: A data ingestion system normalizes ingested documents and extracts data based on a template that is applied to the documents. In an aspect, the system accesses a document of a document type and determines a template to apply to the document. The system normalizes the document, extracts data values from the document based at least in part on the template, and generates structured data based at least partly on the extracted data.
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9.
公开(公告)号:US10754946B1
公开(公告)日:2020-08-25
申请号:US16028191
申请日:2018-07-05
发明人: Paul Gribelyuk , Han Xu , Kelvin Lau , Pierre Cholet
IPC分类号: G06F21/55 , G06N20/00 , G06F16/901
摘要: Systems and methods are provided for implementing a machine learning approach to modeling entity behavior. Fixed information and periodically updated information may be utilized to predict the behavior of an entity. By incorporating periodically updated information, the system is able to maintain an up-to-date prediction of each entity's behavior, while also accounting for entity action with respect to ongoing obligations. The system may generate behavior scores for the set of entities. In some embodiments, the behavior scores that are generated may indicate the transactional risk associated with each entity. Using the behavior scores generated, a user may be able to assess the credit riskiness of individual entities and instruct one or more individuals assigned to the entities to take one or more actions based on the credit riskiness of the individual entities.
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公开(公告)号:US20200241518A1
公开(公告)日:2020-07-30
申请号:US16845797
申请日:2020-04-10
发明人: Andrew Poh , Andre Frederico Cavalheiro Menck , Arion Sprague , Benjamin Grabham , Benjamin Lee , Bianca Rahill-Marier , Gregoire Omont , Jim Inoue , Jonah Scheinerman , Maciej Albin , Myles Scolnick , Paul Gribelyuk , Steven Fackler , Tam-Sanh Nguyen , Thomas Powell , William Seaton
摘要: Systems and methods are provided for identifying relationships between defects. The system may obtain defect items and associated information. Defect items may be compared to one another based on their attributes to determine how related they are. According to the comparisons, defect items may be grouped together into issue items for further analysis by a user. The system may further update a defect comparison model according to user interaction with defect items.
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