Showing 4,421 - 4,440 results of 21,342 for search '(( significantly ((lower decrease) OR (linear decrease)) ) OR ( significant decrease decrease ))', query time: 0.48s Refine Results
  1. 4421

    Decomposition of time scries plot. by Xiangjuan Liu (618000)

    Published 2025
    “…First, seven benchmark models including Prophet, ARIMA, and LSTM were applied to raw price series, where results demonstrated that deep learning models significantly outperformed traditional methods. Subsequently, STL decomposition decoupled the series into trend, seasonal, and residual components for component-specific modeling, achieving a 22.6% reduction in average MAE compared to raw data modeling. …”
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