4 papers
Multi-Task Temporal Fusion Transformer for Joint Sales and Inventory Forecasting in Amazon E-Commerce Supply Chain
Zheqi Hu, Yiwen Hu, Hanwu Li
Efficient inventory management and accurate sales forecasting are critical challenges in large-scale e-commerce platforms such as Amazon, where stockouts and overstocking can lead…
A FEDformer-Based Hybrid Framework for Anomaly Detection and Risk Forecasting in Financial Time Series
Ziling Fan, Ruijia Liang, Yiwen Hu
Financial markets are inherently volatile and prone to sudden disruptions such as market crashes, flash collapses, and liquidity crises. Accurate anomaly detection and early risk f…
RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models
Hua Zong, Qingtao Zeng, Zhengxiong Zhou +31
In this paper, we propose RecIS, a unified Sparse-Dense training framework designed to achieve two primary goals: 1. Unified Framework To create a Unified sparse-dense training fra…
Research on stock price forecast of general electric based on mixed CNN-LSTM model
Zi-xi Hu, Bao Shen, Yiwen Hu +1
Accurate stock price prediction is crucial for investors and financial institutions, yet the complexity of the stock market makes it highly challenging. This study aims to construc…