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    Multiple genetic variants involved in both autoimmunity and autoinflammation detected in Chinese patients with sporadic Meniere's disease: a preliminary study oleh Jing Zou, Jing Zou, Guoping Zhang, Hongbin Li, Zikai Zhao, Qing Zhang, Ilmari Pyykkö, Antti Mäkitie

    Diterbitkan 2023-05-01
    "…The purpose of this study was to identify possible genetic variants associated with immune regulation in MD.MethodsThe whole immune genome of 16 Chinese patients diagnosed with sporadic MD was sequenced using next-generation sequencing.ResultsDefinite pathological variants of MEFV (c.1223G>A, c.1105C>T), COL7A1 (c.5287C>T), and ADA (c.445C>T) contributing to the clinical phenotype were found in three patients. …"
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    Exploring Ensemble-Based Class Imbalance Learners for Intrusion Detection in Industrial Control Networks oleh Maya Hilda Lestari Louk, Bayu Adhi Tama

    Diterbitkan 2021-12-01
    "…We provide a framework that compares nine cost-sensitive individual and ensemble models designed specifically for handling imbalanced data, including cost-sensitive C4.5, roughly balanced bagging, random oversampling bagging, random undersampling bagging, synthetic minority oversampling bagging, random undersampling boosting, synthetic minority oversampling boosting, AdaC2, and EasyEnsemble. Each ensemble’s performance is tested against a range of benchmarked power system datasets utilizing balanced accuracy, Kappa statistics, and AUC metrics. …"
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