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    Spatio-Temporal Agnostic Sampling for Imbalanced Multivariate Seasonal Time Series Data: A Study on Forest Fires by Abdul Mutakabbir, Chung-Horng Lung, Kshirasagar Naik, Marzia Zaman, Samuel A. Ajila, Thambirajah Ravichandran, Richard Purcell, Srinivas Sampalli

    Published 2025-01-01
    “…The results show that 180 of the 216 binary classification models had an <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi>F</mi><mn>1</mn><mspace width="4pt"></mspace><mi>s</mi><mi>c</mi><mi>o</mi><mi>r</mi><mi>e</mi><mo>></mo><mn>0.9</mn></mrow></semantics></math></inline-formula> and 150 of the 216 regression models had an <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mi>R</mi><mn>2</mn></msup><mspace width="4pt"></mspace><mi>s</mi><mi>c</mi><mi>o</mi><mi>r</mi><mi>e</mi><mo>></mo><mn>0.75</mn></mrow></semantics></math></inline-formula>. …”
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    Theoretical Study of the Dissociative Recombination and Vibrational (De-)Excitation of HCNH<sup>+</sup> and Its Isomers by Electron Impact by Mehdi Adrien Ayouz, Arnaud Buch

    Published 2024-12-01
    “…These results should help in modeling non-LTE spectra of HCNH<sup>+</sup>, taking into account the role of its most stable isomer, in various astrophysical environments.…”
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