CorrDCN: Decomposed Convolutional Network with Seasonal Autocorrelation 2D-Variation Modeling for Time Series Forecasting

Author:

Chu Jiaqi1,Liu Chengbao1,Li Jingwei1,Li Yuan1,Tan Jie1

Affiliation:

1. Chinese Academy of Sciences,Institute of Automation,Beijing,China,100190

Funder

Research and Development

Nature

Publisher

IEEE

Reference33 articles.

1. TC-GATN: Temporal Causal Graph Attention Networks With Nonlinear Paradigm for Multivariate Time Series Forecasting in Industrial Processes

2. St-mlp: A cascaded spatio-temporal linear framework with channel-independence strategy for traffic forecasting;Wang,2023

3. Shape and time distortion loss for training deep time series forecasting models;Le Guen;Advances in neural information processing systems,2019

4. FUNNEL

5. Pyraformer: Low-complexity pyramidal attention for long-range time series modeling and forecasting;Liu;International conference on learning representations,2021

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