公开(公告)号：US20210035208A1

公开(公告)日：2021-02-04

申请号：US17042532

申请日：2019-02-25

Applicant: NEC Corporation

Inventor： Keiji KANDA

IPC: G06Q40/02 ,  G06Q20/40 ,  G06N20/00

Abstract: An information processing apparatus of the present invention includes a classifying means for setting a class of target data out of data that is a learning target, on the basis of the target data satisfying a predetermined condition, and a model generation means for generating a model for detecting data, on the basis of the target data and the classification set to the target data.

公开(公告)号：US20210158380A1

公开(公告)日：2021-05-27

申请号：US16640839

申请日：2018-06-27

Applicant: NEC CORPORATION

Inventor： Takashi TOUKAIRIN ,  Yousuke MOTOHASHI ,  Keiji KANDA ,  Akira TANIMOTO

IPC: G06Q30/02 ,  G06N20/00 ,  G06N5/02

Abstract: A predicting data generation unit 91 generates, on the basis of a prediction day, predicting data having added thereto a value of an explanatory variable indicating whether the day corresponds to a date predetermined as a day on which cash transfer will take place. A prediction device 92 predicts cash demand by applying the predicting data to a learned model, the learned model having prediction formulae determined depending on a value of an explanatory variable. The prediction device 92, in accordance with the value of the explanatory variable included in the predicting data, selects a prediction formula for use in the prediction from among the plurality of prediction formulae indicated by the learned model, and applies the predicting data to the selected prediction formula to predict the cash demand.