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Oct, 2023
适应模态的时间序列预测变形器
Modality-aware Transformer for Time series Forecasting
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Hajar Emami, Xuan-Hong Dang, Yousaf Shah, Petros Zerfos
TL;DR
通过开发一种名为Modality-aware Transformer的新型多模态变压器,我们旨在解决多模态时间序列预测的复杂挑战,并在金融数据集上进行了广泛实验,证明其优于现有方法,提供了一种新颖而实用的解决方案。
Abstract
time series forecasting
presents a significant challenge, particularly when its accuracy relies on
external data sources
rather than solely on historical values. This issue is prevalent in the financial sector, w
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