Search Results for author: Zhifang Liao

Found 3 papers, 2 papers with code

ModWaveMLP: MLP-Based Mode Decomposition and Wavelet Denoising Model to Defeat Complex Structures in Traffic Forecasting

1 code implementation The 38th Annual AAAI Conference on Artificial Intelligence 2024 Ke Sun, Pei Liu, Pengfei Li, Zhifang Liao

Additionally, when handling traffic data, researchers tend to manually design the model structure based on the data features, which makes the structure of traffic prediction redundant and the model generalizability limited.

Denoising Traffic Prediction

Short-term Load Forecasting with Dense Average Network

no code implementations8 Dec 2019 Zhifang Liao, Haihui Pan, Qi Zeng, Xiaoping Fan, Yan Zhang, Song Yu

Therefore, improving the accuracy of power load forecasting has always been the pursuing goals for a power system.

Load Forecasting

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