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1. (WO2017039010) DISTRIBUTED MODEL-BUILDING

Pub. No.:    WO/2017/039010    International Application No.:    PCT/JP2016/075918
Publication Date: Fri Mar 10 00:59:59 CET 2017 International Filing Date: Tue Aug 30 01:59:59 CEST 2016
IPC: G06F 9/50
G06F 17/18
Applicants: ACCENTURE GLOBAL SERVICES LIMITED
NOMURA, Kazuhito
Inventors: NOMURA, Kazuhito
KUDO, Takuya
HAYASHI, Motoaki
DANG, Congwei
Title: DISTRIBUTED MODEL-BUILDING
Abstract:
In some implementations, a computer-implemented method for generating computer-readable data models includes receiving time series data; applying a plurality of variable transformations to the time series data to generate a variable matrix with first and second dimensions; partitioning the variable matrix along a first one of the first and second dimensions to generate a plurality of data sets; partitioning the plurality of data sets along a second one of the first and second dimensions to generate a plurality data subsets; providing each of the plurality of data subsets to a respective computational unit in a distributed computing environment for evaluation; receiving, from the respective computational units, scores for a plurality of variables as determined by the respective computational units from the plurality of data subsets; and selecting a portion of the plurality of variables as having at least a threshold level of accuracy in modeling the time series data.