Design of e-commerce product price prediction model based on generative adversarial network with adaptive weight adjustment

Abstract E-commerce platforms have amassed extensive transaction data, which serves as a valuable source for price prediction. However, the diversity of commodities poses challenges such as data imbalance, model overfitting, and underfitting. To address these issues, this paper presents an improved...

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Bibliographic Details
Main Authors: Abuduaini Abudureheman, Yan Zhao, Aishanjiang Nilupaer
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
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Online Access:https://doi.org/10.1038/s41598-025-10767-8
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