公开(公告)号：US20240160726A1

公开(公告)日：2024-05-16

申请号：US18418502

申请日：2024-01-22

申请人： Bank of America Corporation

发明人： Justin Horowitz ,  Melissa Podrazka ,  Sameer Sharma

IPC分类号： G06F21/55 ,  G06F18/21 ,  G06F21/57 ,  G06N3/045

CPC分类号： G06F21/552 ,  G06F18/2193 ,  G06F21/577 ,  G06N3/045

摘要： A resource conservation system, including a determination processor may be provided. The determination processor may identify a characterization output that characterizes a plurality of data structures. The characterization output may be based on plurality of inputs. The inputs may be processed through a plurality, or cascade, of artificial intelligence models both in sequence and in parallel. A numerical value may be identified for each data structure. The value may identify a degree of certainty that the determination processor accurately characterized each data structure. When the degree is above a threshold, the determination processor may identify a subset of inputs that most contributed to the characterization output. The determination processor may execute an equation to identify a subset of inputs that most contributed to the output. The equation may involve inputs and/or outputs of each of the cascade of models. Identified inputs may be ranked based on contribution to the outcome.

公开(公告)号：US11928209B2

公开(公告)日：2024-03-12

申请号：US17541428

申请日：2021-12-03

申请人： Bank of America Corporation

发明人： Justin Horowitz ,  Melissa Podrazka ,  Sameer Sharma

IPC分类号： G06F21/55 ,  G06F18/21 ,  G06F21/57 ,  G06N3/045

CPC分类号： G06F21/552 ,  G06F18/2193 ,  G06F21/577 ,  G06N3/045

摘要： A resource conservation system, including a determination processor may be provided. The determination processor may identify a characterization output that characterizes a plurality of data structures. The characterization output may be based on plurality of inputs. The inputs may be processed through a plurality, or cascade, of artificial intelligence models both in sequence and in parallel. A numerical value may be identified for each data structure. The value may identify a degree of certainty that the determination processor accurately characterized each data structure. When the degree is above a threshold, the determination processor may identify a subset of inputs that most contributed to the characterization output. The determination processor may execute an equation to identify a subset of inputs that most contributed to the output. The equation may involve inputs and/or outputs of each of the cascade of models. Identified inputs may be ranked based on contribution to the outcome.

公开(公告)号：US12118079B2

公开(公告)日：2024-10-15

申请号：US18418502

申请日：2024-01-22

申请人： Bank of America Corporation

发明人： Justin Horowitz ,  Melissa Podrazka ,  Sameer Sharma

IPC分类号： G06F21/55 ,  G06F18/21 ,  G06F21/57 ,  G06N3/045

CPC分类号： G06F21/552 ,  G06F18/2193 ,  G06F21/577 ,  G06N3/045

摘要： A resource conservation system, including a determination processor may be provided. The determination processor may identify a characterization output that characterizes a plurality of data structures. The characterization output may be based on plurality of inputs. The inputs may be processed through a plurality, or cascade, of artificial intelligence models both in sequence and in parallel. A numerical value may be identified for each data structure. The value may identify a degree of certainty that the determination processor accurately characterized each data structure. When the degree is above a threshold, the determination processor may identify a subset of inputs that most contributed to the characterization output. The determination processor may execute an equation to identify a subset of inputs that most contributed to the output. The equation may involve inputs and/or outputs of each of the cascade of models. Identified inputs may be ranked based on contribution to the outcome.

公开(公告)号：US20230177150A1

公开(公告)日：2023-06-08

申请号：US17541428

申请日：2021-12-03

申请人： Bank of America Corporation

发明人： Justin Horowitz ,  Melissa Podrazka ,  Sameer Sharma

IPC分类号： G06F21/55 ,  G06K9/62 ,  G06F21/57 ,  G06N3/04

CPC分类号： G06F21/552 ,  G06F21/577 ,  G06K9/6265 ,  G06N3/0454

摘要： A resource conservation system, including a determination processor may be provided. The determination processor may identify a characterization output that characterizes a plurality of data structures. The characterization output may be based on plurality of inputs. The inputs may be processed through a plurality, or cascade, of artificial intelligence models both in sequence and in parallel. A numerical value may be identified for each data structure. The value may identify a degree of certainty that the determination processor accurately characterized each data structure. When the degree is above a threshold, the determination processor may identify a subset of inputs that most contributed to the characterization output. The determination processor may execute an equation to identify a subset of inputs that most contributed to the output. The equation may involve inputs and/or outputs of each of the cascade of models. Identified inputs may be ranked based on contribution to the outcome.