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1.发明申请公开(公告)号：US20180082189A1
公开(公告)日：2018-03-22
申请号：US15707859
申请日：2017-09-18
CPC分类号： G06N5/022 , G06F21/6218 , G06N7/005 , G06N20/00
摘要： The present design is directed to a system for measuring values qualitatively across a terrain including multiple dimensions using cognitive computing techniques, comprising a plurality of event reception components configured to operate on each event in a stream relevant to the terrain, the plurality of event reception components including a threshold application component configured to apply a threshold to each element in the stream, a terrain updater configured to update the terrain based on at least one event, an outlier analysis module configured to determine any outlier in the stream of events, a threshold violation predictor configured to predict threshold violations based on the stream of events, a time-ordered behavior evaluator configured to evaluate behavior based on the stream of events, and a graph updater to update a graph based on the stream of events.
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2.发明授权公开(公告)号：US12039413B2
公开(公告)日：2024-07-16
申请号：US15707830
申请日：2017-09-18
IPC分类号： G06N20/00 , G06F16/27 , G06N3/043 , G06N3/126 , G06N5/02 , G06N5/022 , G06N5/025 , G06N5/043 , G06N5/048 , G06N7/01 , G06N7/02 , G06N7/04 , G05B17/02 , G06F17/15 , G06F17/18 , G06F18/2411 , G06F18/2433
CPC分类号： G06N20/00 , G06F16/27 , G06N3/043 , G06N5/02 , G06N5/022 , G06N5/025 , G06N5/043 , G06N5/048 , G06N7/01 , G06N7/02 , G06N7/046 , G05B17/02 , G06F17/15 , G06F17/18 , G06F18/2411 , G06F18/2433 , G06N3/126
摘要： The present design is directed to a series of interconnected compute servers including a supervisory hardware node and a plurality of knowledge hardware nodes, wherein the series of interconnected compute servers are configured to categorize and scale performance of multiple disjoint algorithms across a seemingly infinite actor population, wherein the series of interconnected compute servers are configured to normalize data using a common taxonomy, distribute normalized data relatively evenly across the plurality of knowledge hardware nodes, supervise algorithm execution across knowledge hardware nodes, and collate and present results of analysis of the seemingly infinite actor population.
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公开(公告)号：US20180082207A1
公开(公告)日：2018-03-22
申请号：US15707773
申请日：2017-09-18
摘要： The present design is directed to a cognitive system including a receiver configured to receive a set of actors and associated actor information and receive assets and their associated asset information, a creation apparatus configured to create data dictionary entries for a taxonomy based on the set of actors and the assets and create a cognitive model using the data dictionary entries for a time period, and a computing apparatus configured to compute trust of the cognitive model as a fuzzy number and activate the cognitive model if trust of the cognitive model is above a cognitive model trust threshold. When the cognitive model is activated, the cognitive modeling system is configured to schedule a collection of tasks to run that perform regular extraction of actions from an original data source and perform at least one anomaly analysis associated with the cognitive model.
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公开(公告)号：US11238350B2
公开(公告)日：2022-02-01
申请号：US15707773
申请日：2017-09-18
IPC分类号： G06N5/02 , G06N20/00 , G06N5/04 , G06F16/27 , G06N7/00 , G06N7/02 , G06N3/04 , G06N7/04 , G06N3/12 , G06F17/15 , G06F17/18 , G05B17/02 , G06K9/62
摘要： The present design is directed to a cognitive system including a receiver configured to receive a set of actors and associated actor information and receive assets and their associated asset information, a creation apparatus configured to create data dictionary entries for a taxonomy based on the set of actors and the assets and create a cognitive model using the data dictionary entries for a time period, and a computing apparatus configured to compute trust of the cognitive model as a fuzzy number and activate the cognitive model if trust of the cognitive model is above a cognitive model trust threshold. When the cognitive model is activated, the cognitive modeling system is configured to schedule a collection of tasks to run that perform regular extraction of actions from an original data source and perform at least one anomaly analysis associated with the cognitive model.
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公开(公告)号：US11017298B2
公开(公告)日：2021-05-25
申请号：US15707875
申请日：2017-09-18
IPC分类号： G06N20/00 , G06N5/02 , G06N5/04 , G06F16/27 , G06N7/00 , G06N7/02 , G06N3/04 , G06N7/04 , G06N3/12 , G06F17/15 , G06F17/18 , G05B17/02 , G06K9/62
摘要： The present design is directed to a system for detecting and adjusting qualitative contexts across multiple dimensions for multiple actors with cognitive computing techniques including a series of periodic execution components configured to operate over full or partial sets of received data, the series of periodic components comprising a peer to peer analyzer configured to detect anomalous behaviors among work-specific peer actors sharing similar types tasks, an actor behavior analyzer configured to examine change in an actor's behavior over time by comparing the similarity of past behavior and current behavior, a rate of change predictor configured to study changes in behavior over time for peer to peer performance according to the peer to peer analyzer, actor behavior change according to the actor behavior analyzer, and actor correlation analysis, and a semantic rule analyzer configured to encode conditional, provisional, cognitive, operational, and functional knowledge, and a plurality of signal managers.
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6.发明申请公开(公告)号：US20180082208A1
公开(公告)日：2018-03-22
申请号：US15707875
申请日：2017-09-18
摘要： The present design is directed to a system for detecting and adjusting qualitative contexts across multiple dimensions for multiple actors with cognitive computing techniques including a series of periodic execution components configured to operate over full or partial sets of received data, the series of periodic components comprising a peer to peer analyzer configured to detect anomalous behaviors among work-specific peer actors sharing similar types tasks, an actor behavior analyzer configured to examine change in an actor's behavior over time by comparing the similarity of past behavior and current behavior, a rate of change predictor configured to study changes in behavior over time for peer to peer performance according to the peer to peer analyzer, actor behavior change according to the actor behavior analyzer, and actor correlation analysis, and a semantic rule analyzer configured to encode conditional, provisional, cognitive, operational, and functional knowledge, and a plurality of signal managers.
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公开(公告)号：US20180082190A1
公开(公告)日：2018-03-22
申请号：US15707904
申请日：2017-09-18
摘要： The present design is directed to a system for dispatching cognitive computing across multiple workers, comprising a supervisory node configured to dispatch work to a plurality of compute servers forming interconnected knowledge nodes and a relevancy engine provided in at least one knowledge node. The relevancy engine comprises a rule package and a series of processors organized in a tree arrangement, the series of processors configured to perform functions according to the rule package.
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8.发明授权公开(公告)号：US11348016B2
公开(公告)日：2022-05-31
申请号：US15707859
申请日：2017-09-18
摘要： The present design is directed to a system for measuring values qualitatively across a terrain including multiple dimensions using cognitive computing techniques, comprising a plurality of event reception components configured to operate on each event in a stream relevant to the terrain, the plurality of event reception components including a threshold application component configured to apply a threshold to each element in the stream, a terrain updater configured to update the terrain based on at least one event, an outlier analysis module configured to determine any outlier in the stream of events, a threshold violation predictor configured to predict threshold violations based on the stream of events, a time-ordered behavior evaluator configured to evaluate behavior based on the stream of events, and a graph updater to update a graph based on the stream of events.
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9.发明申请公开(公告)号：US20180082193A1
公开(公告)日：2018-03-22
申请号：US15707892
申请日：2017-09-18
摘要： The present design is directed to a system for defuzzification of multiple qualitative signals into human-centric threat notifications using cognitive computing techniques, including a series of periodic execution components configured to operate over full or partial sets of received data, and a plurality of event reception components configured to operate on each event in a stream relevant to a terrain and selectively provide information to the series of periodic execution components. The system detects and signals anomalies upon detecting behavior inconsistent with normal behavior.
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10.发明申请公开(公告)号：US20180082192A1
公开(公告)日：2018-03-22
申请号：US15707830
申请日：2017-09-18
摘要： The present design is directed to a series of interconnected compute servers including a supervisory hardware node and a plurality of knowledge hardware nodes, wherein the series of interconnected compute servers are configured to categorize and scale performance of multiple disjoint algorithms across a seemingly infinite actor population, wherein the series of interconnected compute servers are configured to normalize data using a common taxonomy, distribute normalized data relatively evenly across the plurality of knowledge hardware nodes, supervise algorithm execution across knowledge hardware nodes, and collate and present results of analysis of the seemingly infinite actor population.
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