公开(公告)号：US20250036981A1

公开(公告)日：2025-01-30

申请号：US18777760

申请日：2024-07-19

Applicant: SAS INSTITUTE INC.

Inventor： Nicholas Akbar Ablitt ,  James Byron Morris

IPC: G06N7/01

Abstract: The computing device trains a first model on a first data set using a first graph to predict relevant links between a plurality of nodes. The computing device applies the trained first model to the one or more links between the plurality of nodes from a first node, iteratively connects each node to the one or more first sets of generated networks for each of the relevant links until the relevant links for connection to the plurality of nodes are not present, and outputs the one or more first sets of generated networks. The computing device also applies the trained first model to the one or more links between the plurality of nodes, removes the non-relevant links, connects each node of the plurality of nodes with the relevant links to generate one or more second sets of networks, and outputs the one or more second sets of generated networks.

公开(公告)号：US11231830B2

公开(公告)日：2022-01-25

申请号：US17122349

申请日：2020-12-15

Applicant: SAS Institute Inc.

Inventor： James Byron Morris ,  Nicholas Akbar Ablitt ,  Manoj Keshavmurthi Chari

IPC: G06F3/0481 ,  G06F16/245 ,  G06F16/901 ,  G06F16/248 ,  G06F16/2458 ,  G06F16/28 ,  G06F9/451 ,  G06F3/0482

Abstract: A computing system displays an initial graph with icons. Each icon graphically represents data associated with a respective entity. The first icon is connected in the initial graph to other icon(s). The system receives an indication of a graphical network pattern. The graphical network pattern is defined by a user selection of a second icon in the initial graph and: a user selection of a third icon in the initial graph; or a user selection of a graphical representation in the initial graph of a relationship between the second icon and the third icon. The system sends computer instructions indicating a network pattern query for searching an electronic database for electronic record(s) corresponding to a queried network pattern. The system receives a dataset indicating located electronic record(s) corresponding to the queried network pattern. The system generates output data indicating an output graph for a graphical representation of the located record(s).

公开(公告)号：US12277511B2

公开(公告)日：2025-04-15

申请号：US18777760

申请日：2024-07-19

Applicant: SAS INSTITUTE INC.

Inventor： Nicholas Akbar Ablitt ,  James Byron Morris

IPC: G06N7/01

Abstract: The computing device trains a first model on a first data set using a first graph to predict relevant links between a plurality of nodes. The computing device applies the trained first model to the one or more links between the plurality of nodes from a first node, iteratively connects each node to the one or more first sets of generated networks for each of the relevant links until the relevant links for connection to the plurality of nodes are not present, and outputs the one or more first sets of generated networks. The computing device also applies the trained first model to the one or more links between the plurality of nodes, removes the non-relevant links, connects each node of the plurality of nodes with the relevant links to generate one or more second sets of networks, and outputs the one or more second sets of generated networks.

公开(公告)号：US12282859B2

公开(公告)日：2025-04-22

申请号：US18783592

申请日：2024-07-25

Applicant: SAS INSTITUTE INC.

Inventor： Nicholas Akbar Ablitt ,  James Byron Morris

IPC: G06N5/01

Abstract: The computing device trains a first model on a first data set using a first graph to predict relevant links between a plurality of nodes. The computing device obtains the first data set or a second data set associated with the plurality of nodes. The computing device determines the one or more features for the one or more links between the plurality of nodes, applies the trained first model to the one or more links between the plurality of nodes, outputs the relevant links and non-relevant links of the one or more links between the plurality of nodes, removes the non-relevant links between the plurality of nodes, connects each node of the plurality of nodes with the relevant links to generate one or more first sets of networks, and outputs the one or more first sets of generated networks.

公开(公告)号：US20250036968A1

公开(公告)日：2025-01-30

申请号：US18783592

申请日：2024-07-25

Applicant: SAS INSTITUTE INC.

Inventor： Nicholas Akbar Ablitt ,  James Byron Morris

IPC: G06N5/01

Abstract: The computing device trains a first model on a first data set using a first graph to predict relevant links between a plurality of nodes. The computing device obtains the first data set or a second data set associated with the plurality of nodes. The computing device determines the one or more features for the one or more links between the plurality of nodes, applies the trained first model to the one or more links between the plurality of nodes, outputs the relevant links and non-relevant links of the one or more links between the plurality of nodes, removes the non-relevant links between the plurality of nodes, connects each node of the plurality of nodes with the relevant links to generate one or more second sets of networks, and outputs the one or more second sets of generated networks.

公开(公告)号：US20210294481A1

公开(公告)日：2021-09-23

申请号：US17122349

申请日：2020-12-15

Applicant: SAS Institute Inc.

Inventor： James Byron Morris ,  Nicholas Akbar Ablitt ,  Manoj Keshavmurthi Chari

IPC: G06F3/0481 ,  G06F9/451 ,  G06F16/245 ,  G06F16/28 ,  G06F16/901 ,  G06F16/248 ,  G06F16/2458 ,  G06F3/0482

Abstract: A computing system displays an initial graph with icons. Each icon graphically represents data associated with a respective entity. The first icon is connected in the initial graph to other icon(s). The system receives an indication of a graphical network pattern. The graphical network pattern is defined by a user selection of a second icon in the initial graph and: a user selection of a third icon in the initial graph; or a user selection of a graphical representation in the initial graph of a relationship between the second icon and the third icon. The system sends computer instructions indicating a network pattern query for searching an electronic database for electronic record(s) corresponding to a queried network pattern. The system receives a dataset indicating located electronic record(s) corresponding to the queried network pattern. The system generates output data indicating an output graph for a graphical representation of the located record(s).