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- W4384697473 abstract "Abstract Human life and development are affected by air quality, which means it is significant to accurately estimate air quality utilizing science. Considering PM 2.5 is an essential component of air pollution, accurate PM 2.5 prediction is crucial to maintaining air quality, preserving human wellness, and advancing urbanization's sustainability and scientific evolution. In this investigation, we provide a Particle Swarm Optimization (PSO) and Central Processing Unit-Graphics Processing Unit (CPU-GPU) heterogeneous parallel Support vector regression (SVR) method to forecast the airborne PM 2.5 content. The approach enhances computational effectiveness, accelerates solution times, and satisfies debugging and application requirements in realistic circumstances where the size and dimensionality of the pertinent data are increasing. by contrasting it with conventional support vector regression methods and conducting analysis of variance on various data sets. The simulation results demonstrate a rise of over fifty per cent in prediction speed with a high degree of accuracy for the CPU-GPU heterogeneous parallel support vector regression (PSO-CPU-GPU-SVR) model." @default.
- W4384697473 created "2023-07-20" @default.
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- W4384697473 date "2023-07-18" @default.
- W4384697473 modified "2023-09-23" @default.
- W4384697473 title "Haze prediction research based on PSO-CPU-GPU heterogeneous parallel support vector regression machine" @default.
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- W4384697473 doi "https://doi.org/10.21203/rs.3.rs-3162957/v1" @default.
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