Data Sheet 2_Research on optimization of emergency supplies customs clearance strategy from the perspective of public health security based on Chinese trade data.zip by Xia Zheng (384416)

Data Sheet 1_Research on optimization of emergency supplies customs clearance strategy from the perspective of public health security based on Chinese trade data.zip by Xia Zheng (384416)

The run time for each algorithm in seconds. by Edward Antonian (21453161)

“…The goal of this paper is to examine several extensions to KGR/GPoG, with the aim of generalising them a wider variety of data scenarios. The first extension we consider is the case of graph signals that have only been partially recorded, meaning a subset of their elements is missing at observation time. …”

Folder with all data and algorithms by Jorge Servert Lerdo de Tejada (22290001)

RMSE value filled by different algorithms (mean ± std). by Xing Chen (140292)

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K-means++ clustering algorithm. by Zhen Zhao (159931)

“…Subsequently, the feature factors corresponding to the model with the highest accuracy were selected as the optimal feature subsets and used in the model construction as input data. Additionally, considering the imbalanced in population spatial distribution, we used the K-means ++ clustering algorithm to cluster the optimal feature subset, and we used the bootstrap sampling method to extract the same amount of data from each cluster and fuse it with the training subset to build an improved random forest model. …”

Local Means Thresholding Algorithm shows high robustness. by Araven Tiroumalechetty (17827252)

Comparison of mass attenuation coefficient calculated by Geant4 simulation and acquired from NIST data. by Dong Hyeok Choi (12562048)

Comparison between the proposed algorithm and other clustering methods on six datasets (parameter values are in the parentheses). by Zilong Deng (4594117)

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RMSE value of missing data filling algorithms on different datasets (mean ± std). by Xing Chen (140292)

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RMSE value of missing data filling algorithms on different datasets (mean ± std). by Xing Chen (140292)

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Mean prevalence of CoC across groups created using the k-means algorithm. by Shafayet Khan Shafee (22593191)

Heatmap of Parameter Sensitivity Analysis for the PSO-KM Algorithm. by Hongwei Yue (574068)

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Heatmap of Parameter Sensitivity Analysis for the PSO-KM Algorithm. by Hongwei Yue (574068)

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Technological Fitness and Coherence explanation. Schematic representation of the workings of the Fitness and Complexity algorithm and Coherence diversification. by Matteo Straccamore (15083799)

Computed mean error rate for each algorithm and dataset. by Yubraj Gupta (7465394)

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Training algorithm flow. by Xing Chen (140292)

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Comparison of clustering algorithms (K-Means, MeanShift, etc.) based on the average Silhouette Score. by Manju M. S. (22793350)

Visualization of mean absolute SHAP values for conditional algorithm for each class. by Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. by Sadia Nazim (21440115)