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1. (WO2018177293) SAMPLE-BASED MULTIDIMENSIONAL DATA CLONING

Pub. No.:    WO/2018/177293    International Application No.:    PCT/CN2018/080707
Publication Date: Fri Oct 05 01:59:59 CEST 2018 International Filing Date: Wed Mar 28 01:59:59 CEST 2018
IPC: G06F 19/24
Applicants: HUAWEI TECHNOLOGIES CO., LTD.
Inventors: YU, Jiangsheng
MA, Shijun
Title: SAMPLE-BASED MULTIDIMENSIONAL DATA CLONING
Abstract:
The disclosure relates to technology for generating a data set comprising random numbers that are distributed by a multivariate population distribution. A set of empirical cumulative distribution functions are constructed from a collection of multidimensional random samples of the multivariate population, where each empirical cumulative distribution function is constructed from observations of a random variable. A number of multidimensional sample points are sampled from the collection of multidimensional random samples and the number of multidimensional sample points are each replaced with random neighbors to generate cloned data.