公开(公告)号：US11681413B2

公开(公告)日：2023-06-20

申请号：US17450930

申请日：2021-10-14

Applicant: SAP SE

Inventor： Jaison Jacob ,  Kannan Presanna Kumar

IPC: G06F3/0482 ,  G06F16/26 ,  G06N20/00 ,  G06F9/451

CPC classification number: G06F3/0482 ,  G06F9/453 ,  G06F16/26 ,  G06N20/00

Abstract: Techniques and solutions are described for configuring a computer-implemented process defined by a data model. The data model includes a plurality of data objects, each data object having an object type. Displays are rendered that request selection of first and second values for respective first and second data objects of first and second object types. The first and second values are assigned to the respective first and second data objects. The computer-implemented process defined by the data model is executed, using the first and second values, to provide execution results.

公开(公告)号：US20230325708A1

公开(公告)日：2023-10-12

申请号：US17718850

申请日：2022-04-12

Applicant: SAP SE

Inventor： Stefan Klaus Baur ,  Matthias Frank ,  Hoang-Vu Nguyen ,  Kannan Presanna Kumar

IPC: G06N20/00 ,  G06V10/74 ,  G06V10/766

CPC classification number: G06N20/00 ,  G06V10/761 ,  G06V10/766

Abstract: Computer-readable media, methods, and systems are disclosed for feature attribution in a machine learning model. Samples may be generated for a machine learning model based on a normalized probability distribution. The samples may be used to determine a weight for features and feature pairs for the machine learning model. The weights of the features and feature pairs may be used to determine which features are significant for predictions within the machine learning model.

公开(公告)号：US20220035493A1

公开(公告)日：2022-02-03

申请号：US17450930

申请日：2021-10-14

Applicant: SAP SE

Inventor： Jaison Jacob ,  Kannan Presanna Kumar

IPC: G06F3/0482 ,  G06F16/26 ,  G06N20/00 ,  G06F9/451

Abstract: Techniques and solutions are described for configuring a computer-implemented process defined by a data model. The data model includes a plurality of data objects, each data object having an object type. Displays are rendered that request selection of first and second values for respective first and second data objects of first and second object types. The first and second values are assigned to the respective first and second data objects. The computer-implemented process defined by the data model is executed, using the first and second values, to provide execution results.

公开(公告)号：US11182049B2

公开(公告)日：2021-11-23

申请号：US16428980

申请日：2019-06-01

Applicant: SAP SE

Inventor： Jaison Jacob ,  Kannan Presanna Kumar

IPC: G06F3/0482 ,  G06F16/26 ,  G06N20/00 ,  G06F9/451

Abstract: Techniques and solutions are described for configuring a computer-implemented process defined by a data model. The data model includes a plurality of data objects, each data object having an object type. Displays are rendered that request selection of first and second values for respective first and second data objects of first and second object types. The first and second values are assigned to the respective first and second data objects. The computer-implemented process defined by the data model is executed, using the first and second values, to provide execution results.

公开(公告)号：US20200379609A1

公开(公告)日：2020-12-03

申请号：US16428980

申请日：2019-06-01

Applicant: SAP SE

Inventor： Jaison Jacob ,  Kannan Presanna Kumar

IPC: G06F3/0482 ,  G06F9/451 ,  G06N20/00 ,  G06F16/26

Abstract: Techniques and solutions are described for configuring a computer-implemented process defined by a data model. The data model includes a plurality of data objects, each data object having an object type. Displays are rendered that request selection of first and second values for respective first and second data objects of first and second object types. The first and second values are assigned to the respective first and second data objects. The computer-implemented process defined by the data model is executed, using the first and second values, to provide execution results.