بدائل البحث:
larger decrease » marked decrease (توسيع البحث)
linear decrease » linear increase (توسيع البحث)
learning data » learning dataset (توسيع البحث), learning a (توسيع البحث)
data decrease » rate decreased (توسيع البحث), a decrease (توسيع البحث), deaths decreased (توسيع البحث)
_ larger » _ large (توسيع البحث), _ largest (توسيع البحث), a large (توسيع البحث)
a linear » _ linear (توسيع البحث)
larger decrease » marked decrease (توسيع البحث)
linear decrease » linear increase (توسيع البحث)
learning data » learning dataset (توسيع البحث), learning a (توسيع البحث)
data decrease » rate decreased (توسيع البحث), a decrease (توسيع البحث), deaths decreased (توسيع البحث)
_ larger » _ large (توسيع البحث), _ largest (توسيع البحث), a large (توسيع البحث)
a linear » _ linear (توسيع البحث)
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STL Linear Combination Forecast Graph.
منشور في 2025"…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. Further integration of Spearman correlation analysis and PCA dimensionality reduction created multidimensional feature sets, revealing substantial accuracy improvements: The BiLSTM model achieved an 83.6% cumulative MAE reduction from 1.65 (raw data) to 0.27 (STL-PCA), while traditional models like Prophet showed an 82.2% MAE decrease after feature engineering optimization. …"
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Changes in baseline CD4 count through week 12 and week 24 according to the linear regression model.
منشور في 2025الموضوعات: -
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A Locally Linear Dynamic Strategy for Manifold Learning.
منشور في 2025"…For 10-30% noise, where the Hebbian network employs a local linear transform, learning selectively increases signal direction alignment (blue) while simultaneously decreasing noise direction alignment (orange). …"
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Biases in larger populations.
منشور في 2025"…(<b>B</b>) Minimum and maximum bias in a long 1D array with rectified cosine tuning. Bias expressed in terms of the distance between neurons in a linear population of equally spaced neurons. …"
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<b>Supporting data for manuscript</b> "<b>Voluntary locomotion induces an early and remote hemodynamic decrease in the large cerebral veins</b>"
منشور في 2025"…The locomotion values (traces and metrics) are in arbitrary units with larger integers representing a greater displacement of the spherical treadmill, the hemodynamic (Hbt) values (traces and metrics) are a percentage change from the normalised baseline (prior to stimulus presentation), and the corresponding time series vector is presented in seconds. …"
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