• Patent Title: Computer-readable recording medium, determination method, and determination apparatus for classifying time series data
  • Application No.: US16202577
    Application Date: 2018-11-28
  • Publication No.: US11625570B2
    Publication Date: 2023-04-11
  • Inventor: Yuhei Umeda
  • Applicant: FUJITSU LIMITED
  • Applicant Address: JP Kawasaki
  • Assignee: FUJITSU LIMITED
  • Current Assignee: FUJITSU LIMITED
  • Current Assignee Address: JP Kawasaki
  • Agency: Xsensus LLP
  • Priority: JPJP2017-236369 20171208
  • Main IPC: G06N3/08
  • IPC: G06N3/08 G06N3/04
Computer-readable recording medium, determination method, and determination apparatus for classifying time series data
Abstract:
A determination apparatus generates an interval vector having a plurality of components that are adjacent occurrence intervals between a plurality of events that have occurred in chronological order. The determination apparatus generates a plurality of local variable points each of which includes specific components as one set of coordinates, using a predetermined number of consecutive interval vectors in the chronological order. The determination apparatus generates a Betti sequence by applying persistent homology transform to the plurality of local variable points for which the interval vectors serving as starting points are different. The determination apparatus determines a type of the plurality of events based on the Betti sequence.
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