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    Landslide susceptibility analysis using random forest model with SMOTE-ENN resampling algorithm by Mingxi Lu, Lea Tien Tay, Junita Mohamad-Saleh

    Published 2024-12-01
    “…The results indicated that the differences between the methods were statistically significant; RF combined with the synthetic minority oversampling technique-edited nearest neighbour (SMOTE-ENN) resampling method proposed in this paper has positive effect in LSA as compared with the other resampling methods. …”
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    Article
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    Analysis of sparse data in pharmacokinetic studies by I. I. Miroshnichenko, A. N. Simonov, I. I. Kuzmin, A. I. Platova

    Published 2020-12-01
    “…Using the example of the pharmacokinetic (PK) study of resveratrol in mice, the resampling method was allowed us to obtain individual PK-parameters and perform full-fledged statistical tests.…”
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    A High-Dimensional Cramér–von Mises Test by Danna Zhang, Mengyu Xu

    Published 2024-11-01
    Subjects: “…Cramér–von Mises statistic…”
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    Article
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    Linear B-cell epitope prediction for SARS and COVID-19 vaccine design: Integrating balanced ensemble learning models and resampling strategies by Fatih Gurcan

    Published 2025-06-01
    “…The implemented resampling methods were designed to improve class balance and enhance model training. …”
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    Article
  18. 18

    A Comprehensive Comparative Analysis of Deep Learning Models for Student Performance Prediction in Virtual Learning Environments: Leveraging the OULA Dataset and Advanced Resamplin... by Bayan A. Alnasyan, Mohammed Basheri, Madini O. Alassafi

    Published 2025-01-01
    “…Moreover, it examines the role of resampling techniques, including SMOTE, ROS, ADASYN, RUS, and Tomek Links, in addressing class imbalance. …”
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    Article
  19. 19

    Statistical Uncertainty in Hydrometeorological Trend Analyses by Charles Onyutha

    Published 2016-01-01
    “…To assess data-related uncertainty, a resampling procedure was applied. It was shown that at a selected significance level, the null hypothesis H0 (no trend) can be rejected for trend direction while the evidence to reject H0 (zero trend magnitude) is statistically insufficient. …”
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    An Analytical Prior Selection Procedure for Empirical Bayesian Analysis Using Resampling Techniques: A Simulation-Based Approach Using the Pancreatic Adenocarcinoma Data from the S... by Aditya Chakraborty, Mohan D. Pant

    Published 2025-02-01
    “…In the Bayesian framework, empirical resampling methods, such as bootstrapping and jackknifing, can offer valuable insights into the significance of prior selection, thus improving the consistency of statistical inferences. …”
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    Article