An Early Risk Warning of Cross-Border E-Commerce Using BP Neural Network

In this paper, we propose an early warning model of credit risk for cross-border e-commerce. Our proposed model, i.e., KPCA-MPSO-BP, is constructed using kernel principal component analysis (KPCA), improved particle swarm optimization (IPSO), and BP neural network. Initially, we use KPCA to reduce t...

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Bibliographic Details
Main Authors: Zhichao Deng, Meiji Yan, Xu Xiao
Format: Article
Language:English
Published: Hindawi Limited 2021-01-01
Series:Mobile Information Systems
Online Access:http://dx.doi.org/10.1155/2021/5518424