Multi-Resolution Sequence Aggregation and Model-Agnostic Framework for Time-Series Forecasting

Author:

Lyu Juhyun1,Yang Jinseok1,Kim Junghee1,Lim Woohyung1,Ahn Wonbin1,Kang Dongwan1,Kim Minjae1,Kim Nam Soo2

Affiliation:

1. LG AI Research,South Korea

2. Seoul National University,Department of Electrical and Computer Engineering and INMC,Seoul,Korea

Publisher

IEEE

Reference24 articles.

1. Scinet: Time series modeling and forecasting with sample convolution and interaction;liu;Thirty-sixth Conference on Neural Information Processing Systems (NeurIPS) 2022,2022

2. Freeway Performance Measurement System: Mining Loop Detector Data

3. ScaleNet-multiscale neural-network architecture for time series prediction

4. Perceiver: General perception with iterative attention;jaegle;International Conference on Machine Learning,2021

5. A multiscale interactive recurrent network for time-series forecasting;chen;IEEE Transactions on Cybernetics,2021

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