A Hybrid Temporal Convolutional Network and Transformer Model for Accurate and Scalable Sales Forecasting

Accurate product sales forecasting is critical for inventory management, pricing strategies, and supply chain optimization in the retail industry. This article proposes a novel deep learning architecture that integrates Temporal Convolutional Networks (TCNs) with Transformer-based attention mechanis...

詳細記述

書誌詳細

主要な著者:	Rafi MD AL, Gourab Nicholas Rodrigues, Nazmul Hossain Mir MD, Shahriar Mahmud Bhuiyan MD, M. F. Mridha, MD Rashedul Islam, Yutaka Watanobe
フォーマット:	Artigo
言語:	Inglês
出版事項:	IEEE 2025-01-01
シリーズ:	IEEE Open Journal of the Computer Society
主題:	Sales forecasting time-series forecasting temporal convolutional networks transformers and deep learning
オンライン･アクセス:	https://ieeexplore.ieee.org/document/10870315/
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