Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach

Weijia Zhang; Chenlong Yin; Hao Liu; Xiaofang Zhou; Hui Xiong

2024 ICML ICML 2024

Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach

Abstract

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🌉 Interdisciplinary Bridge - Artificial Intelligence and Data Science & Analytics

Authors

Weijia Zhang, Chenlong Yin, Hao Liu, Xiaofang Zhou, Hui Xiong

Topics

Deep Learning > Architectures > Graph Neural Networks Data Science & Analytics > Methods > Time Series

Keywords

correlation modeling irregular multivariate time series forecasting patching graph neural networks time-varying adaptive graphs transformable patches

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