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公开(公告)号：US11379221B2
公开(公告)日：2022-07-05
申请号：US16792081
申请日：2020-02-14
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Xiao Yin Zhou , Zhenni Yan , Ya Ling Xu , Xin Peng Liu , Qian Xu , Chao Feng
Abstract: A plurality of metadata corresponding to a plurality of code versions of an application stored in a version control system is generated. A determination is made of a set of changes between a first metadata of a first code version and a second metadata of a second code version. A classification is made of elements in the set of changes into a first category and a second category based on a set of predetermined rules, wherein the elements classified into the first category are better candidates to determine causes of defects in the application than the elements classified into the second category. The elements classified in the first category are used to determine a cause of a defect in the application.
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公开(公告)号：US20230142596A1
公开(公告)日：2023-05-11
申请号：US17522054
申请日：2021-11-09
Applicant: International Business Machines Corporation
Inventor： Ze Fang Tang , Xiang Yu Hao , Sheng Hu , Xiao Yin Zhou
Abstract: Single cell ribonucleic acid sequencing data has provided numerous avenues to monitor and study organism more thoroughly at a cellular level, including spatial arrangement of cells. An approach to predicting cellular immune response based on cellular spatial features may be presented herein. The approach may include utilizing ribonucleic acid sequence data for a single cell (“scRNA-seq”) or cell from a tissue. The approach may also include extracting spatial features of the single cell using the scRNA-seq data including cell-to-cell interactions and relative distance between cells. The approach may include predicting an immune response of a cell or cells based on the extracted spatial features.
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公开(公告)号：US11501056B2
公开(公告)日：2022-11-15
申请号：US16938351
申请日：2020-07-24
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Ya Ling Xu , Xiao Yin Zhou , Zhenni Yan , Xin Peng Liu
IPC: G06F40/134 , G06F40/117 , G06F16/13 , G06F40/131 , G06F40/146 , G06F40/157
Abstract: A method, computer system, and a computer program product may perform document reference and reference update. One or more processors may assign marker information for a reference of a reference source. The reference may reference a target portion of a target document. The one or more processors may determine identification information for the target portion. The determined identification information may be based on content in the target portion and context information for the target portion in the target document. The one or more processors may generate a mapping of at least the marker information, the identification information, and a relative location of the target portion within the target document for use in the referencing of the target portion by the reference source.
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公开(公告)号：US20220027553A1
公开(公告)日：2022-01-27
申请号：US16938351
申请日：2020-07-24
Applicant: INTERNATIONAL BUSINESS MACHINES CORPORATION
Inventor： Ya Ling Xu , Xiao Yin Zhou , Zhenni Yan , Xin Peng Liu
IPC: G06F40/134 , G06F16/13 , G06F40/117 , G06F40/146
Abstract: A method, computer system, and a computer program product may perform document reference and reference update. One or more processors may assign marker information for a reference of a reference source. The reference may reference a target portion of a target document. The one or more processors may determine identification information for the target portion. The determined identification information may be based on content in the target portion and context information for the target portion in the target document. The one or more processors may generate a mapping of at least the marker information, the identification information, and a relative location of the target portion within the target document for use in the referencing of the target portion by the reference source.
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