-
公开(公告)号:US11128635B2
公开(公告)日:2021-09-21
申请号:US16906953
申请日:2020-06-19
发明人: Rexall E. Thexton , Gaurav Tandon , Sanjeev Shukla , Anthony McCoy , Sidath Mudiyanselage , Andrew Poole , Hannah Craddock , Qurrat Ul Ain , Colleen Connolly , Farbod Kamiab
摘要: A method for controlling access to one or more of a plurality of target systems includes receiving profile data that defines one or more features associated with a plurality of individuals with one or more entitlements of those individuals. Each entitlement is indicative of target system access. The method further includes generating a model that relates the one or more features and the one or more entitlements of the plurality of individuals. Profile data that defines one or more features associated with a target individual is received from a first user management system. A listing that includes one or more entitlements associated with the target individual, and confidence values associated with the one or more entitlements is generated based on the profile data and the model. Each confidence value is indicative of whether the target individual should be granted a corresponding entitlement. For each entitlement having a corresponding confidence value higher than a predetermined threshold, an instruction is communicated to a target system associated with the entitlement to allow the target individual access to the target system.
-
公开(公告)号:US10686795B2
公开(公告)日:2020-06-16
申请号:US16016154
申请日:2018-06-22
发明人: Rexall E. Thexton , Gaurav Tandon , Sanjeev Shukla , Anthony McCoy , Sidath Mudiyanselage , Andrew Poole , Hannah Craddock , Qurrat Ul Ain , Colleen Connolly , Farbod Kamiab
IPC分类号: H04L29/06
摘要: A method for controlling access to one or more of a plurality of target systems includes receiving profile data that defines one or more features associated with a plurality of individuals with one or more entitlements of those individuals. Each entitlement is indicative of target system access. The method further includes generating a model that includes one or more sets of rules where each set of rules is associated with an entitlement of the profile data. Each entitlement is indicative of target system/application access. Each rule within a set relates a combination of one or more features of the profile data with a confidence value. Profile data that defines one or more features associated with a target individual is received from a first user management system. A listing that includes one or more entitlements associated with the target individual, and confidence values associated with the one or more entitlements is generated based on the profile data and the rules. Each confidence value is indicative of whether the target individual should be granted a corresponding entitlement. For each entitlement having a corresponding confidence value higher than a predetermined threshold, an instruction is communicated to a target system associated with the entitlement to allow the target individual access to the target system.
-
公开(公告)号:US10681055B2
公开(公告)日:2020-06-09
申请号:US16581087
申请日:2019-09-24
发明人: Rexall E. Thexton , Gaurav Tandon , Sanjeev Shukla , Anthony McCoy , Sidath Mudiyanselage , Andrew Poole , Hannah Craddock , Qurrat Ul Ain , Colleen Connolly , Farbod Kamiab
摘要: A method for controlling access to one or more of a plurality of target systems includes receiving profile data that defines one or more features associated with a plurality of individuals with one or more entitlements of those individuals. Each entitlement is indicative of target system access. The method further includes generating a model that relates the one or more features and the one or more entitlements of the plurality of individuals. Profile data that defines one or more features associated with a target individual is received from a first user management system. A listing that includes one or more entitlements associated with the target individual, and confidence values associated with the one or more entitlements is generated based on the profile data and the model. Each confidence value is indicative of whether the target individual should be granted a corresponding entitlement. For each entitlement having a corresponding confidence value higher than a predetermined threshold, an instruction is communicated to a target system associated with the entitlement to allow the target individual access to the target system.
-
公开(公告)号:US20190260752A1
公开(公告)日:2019-08-22
申请号:US15900475
申请日:2018-02-20
发明人: Rexall E. Thexton , Gaurav Tandon , Sanjeev Shukla , Anthony McCoy , Sidath Mudiyanselage , Andrew Poole , Hannah Craddock , Qurrat Ul Ain , Colleen Connolly , Farbod Kamiab
摘要: A method for controlling access to one or more of a plurality of target systems includes receiving profile data that defines one or more features associated with a plurality of individuals with one or more entitlements of those individuals. Each entitlement is indicative of target system access. The method further includes generating a model that relates the one or more features and the one or more entitlements of the plurality of individuals. Profile data that defines one or more features associated with a target individual is received from a first user management system. A listing that includes one or more entitlements associated with the target individual, and confidence values associated with the one or more entitlements is generated based on the profile data and the model. Each confidence value is indicative of whether the target individual should be granted a corresponding entitlement. For each entitlement having a corresponding confidence value higher than a predetermined threshold, an instruction is communicated to a target system associated with the entitlement to allow the target individual access to the target system.
-
公开(公告)号:US11789991B2
公开(公告)日:2023-10-17
申请号:US16256424
申请日:2019-01-24
发明人: Freddy Lecue , Chahrazed Bouhini , Jeremiah Hayes , Mykhaylo Zayats , Nicholas McCarthy , Qurrat Ul Ain
IPC分类号: G06N5/02 , G06F16/36 , G06F17/11 , G06F16/2457 , G06F18/22 , G06F18/213
CPC分类号: G06F16/36 , G06F16/2457 , G06F17/11 , G06F18/213 , G06F18/22 , G06N5/02
摘要: Complex computer system architectures are described for utilizing a knowledge data graph comprised of elements, and selecting a discovery element to replace an existing element of a formulation depicted in the knowledge data graph. The substitution process takes advantage of the knowledge data graph structure to improve the computing capabilities of a computing device executing a substitution calculation by translating the knowledge data graph into an embedding space, and determining a discovery element from within the embedding space.
-
公开(公告)号:US20200342954A1
公开(公告)日:2020-10-29
申请号:US16451709
申请日:2019-06-25
发明人: Qurrat Ul Ain , Luca Costabello
摘要: A system adapted to receive a knowledge base, which may include drug data, human biological data, drug-drug interactions, protein-protein interactions, gene expression, protein and drug interaction data, genotypic information for cell lines, drug side effects, and disease classification labels. The system may generate a knowledge graph based on the knowledge base, and convert the knowledge graph into embeddings that include points in a k-dimensional metric space. The system may determine a medical effect weighting based on a drug combination query, and update the embeddings of the drug combination. The system may utilize a pooling method to update predicate embeddings. The system may determine polypharmacy scores for the embeddings, and rank the predicted links between a drug combination and side effects.
-
公开(公告)号:US20200242484A1
公开(公告)日:2020-07-30
申请号:US16256424
申请日:2019-01-24
发明人: Freddy Lecue , Chahrazed Bouhini , Jeremiah Hayes , Mykhaylo Zayats , Nicholas McCarthy , Qurrat Ul Ain
IPC分类号: G06N5/02 , G06K9/62 , G06F16/2457 , G06F17/11
摘要: Complex computer system architectures are described for utilizing a knowledge data graph comprised of elements, and selecting a discovery element to replace an existing element of a formulation depicted in the knowledge data graph. The substitution process takes advantage of the knowledge data graph structure to improve the computing capabilities of a computing device executing a substitution calculation by translating the knowledge data graph into an embedding space, and determining a discovery element from within the embedding space.
-
公开(公告)号:US20200021597A1
公开(公告)日:2020-01-16
申请号:US16581087
申请日:2019-09-24
发明人: Rexall E. Thexton , Gaurav Tandon , Sanjeev Shukla , Anthony McCoy , Sidath Mudiyanselage , Andrew Poole , Hannah Craddock , Qurrat Ul Ain , Colleen Connolly , Farbod Kamiab
摘要: A method for controlling access to one or more of a plurality of target systems includes receiving profile data that defines one or more features associated with a plurality of individuals with one or more entitlements of those individuals. Each entitlement is indicative of target system access. The method further includes generating a model that relates the one or more features and the one or more entitlements of the plurality of individuals. Profile data that defines one or more features associated with a target individual is received from a first user management system. A listing that includes one or more entitlements associated with the target individual, and confidence values associated with the one or more entitlements is generated based on the profile data and the model. Each confidence value is indicative of whether the target individual should be granted a corresponding entitlement. For each entitlement having a corresponding confidence value higher than a predetermined threshold, an instruction is communicated to a target system associated with the entitlement to allow the target individual access to the target system.
-
公开(公告)号:US11636123B2
公开(公告)日:2023-04-25
申请号:US16223602
申请日:2018-12-18
发明人: Freddy Lecue , Chahrazed Bouhini , Jeremiah Hayes , Mykhaylo Zayats , Nicholas McCarthy , Qurrat Ul Ain
IPC分类号: G06F16/2458 , G06F16/23 , G06F16/901 , G06F17/11
摘要: Knowledge graph systems are disclosed for enhancing a knowledge graph by generating a new node. The knowledge graph system converts a knowledge graph into an embedding space, and selects a region of interest from within the embedding space. The knowledge graph system further identifies, from the region of interest, one or more gap regions, and calculates a center for each gap region. A node is generated for each gap region, and the information represented by the node is added to the original knowledge graph to generate an updated knowledge graph.
-
公开(公告)号:US11481549B2
公开(公告)日:2022-10-25
申请号:US16884174
申请日:2020-05-27
摘要: The present disclosure relates to systems, methods, and products for identifying candidate molecule. The system includes a non-transitory memory storing instructions; and a processor in communication with the non-transitory memory. The processor executes the instructions to cause the system to receive drug data; convert the drug data into at least one point in a latent space using a grammar variational auto-encoder (VAE) model; receive a query for the at least one candidate molecule; select one or more points in the latent space; and create a k-dimensional tree graph based on the query for the at least one candidate molecule and the selected one or more points; determine a plurality of paths according to an interpolation technique; receive preference data; determine an optimum path; determine at least one candidate point on the optimum path; and determine a drug molecular structure using an inverse of the grammar VAE model.
-
-
-
-
-
-
-
-
-