بدائل البحث:
significant decrease » significant increase (توسيع البحث), significantly increased (توسيع البحث)
levels decrease » levels decreased (توسيع البحث), rivers decreased (توسيع البحث)
significant decrease » significant increase (توسيع البحث), significantly increased (توسيع البحث)
levels decrease » levels decreased (توسيع البحث), rivers decreased (توسيع البحث)
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1721
Determination of critical aperture.
منشور في 2025"…It shows that the role of peak cluster landform conditions on coal pore structure is significant, and the extent of the role decreases with the increase of vertical principal stresses. …"
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1722
Sampling points and mountain elevation.
منشور في 2025"…It shows that the role of peak cluster landform conditions on coal pore structure is significant, and the extent of the role decreases with the increase of vertical principal stresses. …"
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1723
Pressurized mercury curve.
منشور في 2025"…It shows that the role of peak cluster landform conditions on coal pore structure is significant, and the extent of the role decreases with the increase of vertical principal stresses. …"
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1724
Pore size distribution of coal samples.
منشور في 2025"…It shows that the role of peak cluster landform conditions on coal pore structure is significant, and the extent of the role decreases with the increase of vertical principal stresses. …"
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1725
Pore size distribution by MIP.
منشور في 2025"…It shows that the role of peak cluster landform conditions on coal pore structure is significant, and the extent of the role decreases with the increase of vertical principal stresses. …"
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1726
Addressing Imbalanced Classification Problems in Drug Discovery and Development Using Random Forest, Support Vector Machine, AutoGluon-Tabular, and H2O AutoML
منشور في 2025"…The important findings of our studies are as follows: (i) there is no effect of threshold optimization on ranking metrics such as AUC and AUPR, but AUC and AUPR get affected by class-weighting and SMOTTomek; (ii) for ML methods RF and SVM, significant percentage improvement up to 375, 33.33, and 450 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy, which are suitable for performance evaluation of imbalanced data sets; (iii) for AutoML libraries AutoGluon-Tabular and H2O AutoML, significant percentage improvement up to 383.33, 37.25, and 533.33 over all the data sets can be achieved, respectively, for F1 score, MCC, and balanced accuracy; (iv) the general pattern of percentage improvement in balanced accuracy is that the percentage improvement increases when the class ratio is systematically decreased from 0.5 to 0.1; in the case of F1 score and MCC, maximum improvement is achieved at the class ratio of 0.3; (v) for both ML and AutoML with balancing, it is observed that any individual class-balancing technique does not outperform all other methods on a significantly higher number of data sets based on F1 score; (vi) the three external balancing techniques combined outperformed the internal balancing methods of the ML and AutoML; (vii) AutoML tools perform as good as the ML models and in some cases perform even better for handling imbalanced classification when applied with imbalance handling techniques. …"
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1727
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1728
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1729
Data Sheet 1_Serum levels of per- and polyfluoroalkylated substances and methylation of DNA from peripheral blood.pdf
منشور في 2025"…</p>Results<p>We found 64 CpG sites with significant hypomethylation or hypermethylation associated with increased levels of PFOA or PFOS (p-value<sub>Bonferroni</sub> < 0.05). …"
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1730
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1731
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1732
Data for the paper: Physiological responses to ultra-high CO<sub>2</sub> levels in an evergreen tree species
منشور في 2025"…Photosynthesis significantly increased at 6000 ppm. In summary, ultra-high CO<sub>2</sub> may partly compensate for limited water availability.…"
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1733
Table 1_Negative pressure breathing: the response of human respiration and circulation to different levels of rarefaction during inspiration.docx
منشور في 2024"…</p>Results<p>Tidal volume increased, respiratory rate decreased under NPBin with no significant changes in minute ventilation. …"
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1734
Data Sheet 1_Global respiratory tumor mortality correlation study with economic level, 2000–2019.docx
منشور في 2025"…A significant positive correlation was observed between income levels and respiratory cancer mortality (Spearman’s ρ = 0.422, p < 0.001). …"
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1735
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1736
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1737
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1738
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1739
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1740