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    Creating JAABA classifiers. by Rachel S. Clein (19853604)

    Published 2024
    “…Here, we used computational and machine-learning approaches to analyze complex behavioral interactions as mixed-sex groups of mice, <i>Mus musculus</i>, freely interacted. Mice displayed a rich repertoire of behaviors marked by changes in behavioral state, aggressive encounters, and mixed-sex interactions. …”
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    Accuracy of multiple classifiers with a deep-learning-based feature set by Afira Aslam (21433666)

    Published 2025
    Subjects: “…Biological Sciences not elsewhere classified…”
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    S1 File - by Hongyu Li (1332669)

    Published 2025
    “…Following the overexpression of miRNA 221 in myocardium, there was a marked alleviation of myocardial injury and cardiomyocyte apoptosis and necrosis, significant enhancement of left ventricular systolic function, and marked decrease in the levels of PLB, p-PLB (Ser16), p-PLB (Thr17), caspase 3 and Cyt C, as well as a significant decrease in total calcium levels in myocardium.…”
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    The performance (F1) of 11 behavioral classifiers (models) and their corresponding Detection Thresholds. by Piotr Popik (292215)

    Published 2024
    Subjects: “…Biological Sciences not elsewhere classified…”
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    Confusion matrix for the proposed ensemble classifier. by Afira Aslam (21433666)

    Published 2025
    Subjects: “…Biological Sciences not elsewhere classified…”
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    Logistic Classifier Confusion Matrix. by Gaurav Sandeep Dave (21519884)

    Published 2025
    “…The validated data is employed to train machine learning classifiers and deep learning algorithms, targeting a 27.25% enhancement in operational efficiency based on F1 score. …”
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