DMMP-Net: diffusion model-based missing part patching network for station air quality data generation completion

Zhenying Li; Weidong Li; Xuehai Zhang; Jinlong Duan; Linyan Bai

doi:10.1007/s13042-024-02468-x

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DMMP-Net: diffusion model-based missing part patching network for station air quality data generation completion

Zhenying Li Weidong Li Xuehai Zhang Jinlong Duan Linyan Bai

Year: 2024 Journal: International Journal of Machine Learning and Cybernetics Vol: 16 (5-6)Pages: 3601-3612 Publisher: Springer Science+Business Media

DOI: 10.1007/s13042-024-02468-x

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Keywords:

Computational intelligence Diffusion Missing data Computer science Net (polyhedron) Environmental science Artificial intelligence Machine learning Mathematics

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Topics

Air Quality Monitoring and Forecasting

Physical Sciences → Environmental Science → Environmental Engineering

Traffic Prediction and Management Techniques

Physical Sciences → Engineering → Building and Construction

Air Quality and Health Impacts

Physical Sciences → Environmental Science → Health, Toxicology and Mutagenesis

DMMP-Net: diffusion model-based missing part patching network for station air quality data generation completion

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