Invention Grant
- Patent Title: Computer-readable recording medium, determination method, and determination apparatus for classifying time series data
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Application No.: US16202577Application Date: 2018-11-28
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Publication No.: US11625570B2Publication 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

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.
Public/Granted literature
- US20190180166A1 COMPUTER-READABLE RECORDING MEDIUM, DETERMINATION METHOD, AND DETERMINATION APPARATUS Public/Granted day:2019-06-13
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