parameter settings. by Yanyan Dong (1304145)

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Pseudocode for fuzzification. by Yanyan Dong (1304145)

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Overall Structure of FuzzyMath-based financial efficiency prediction. by Yanyan Dong (1304145)

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Distribution of Phigh along the entire subway line. by Yiwei Zhao (2729758)

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Correlation analysis between <i>P</i>_high and <i>G.</i> by Yiwei Zhao (2729758)

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Risk distribution of stray current leakage evaluated along the entire subway line at 2022-02-15. by Yiwei Zhao (2729758)

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Risk distribution of stray current leakage evaluated along the entire subway line at 2022-02-15 over the entire subway line. by Yiwei Zhao (2729758)

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Location of insulation deterioration zone in shield tunnel of DC rail transit system based on LWQPSO-SOM network. by Yiwei Zhao (2729758)

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Division rules for clustering risk index of stray current leakage. by Yiwei Zhao (2729758)

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Stray current corrosion on subway shield tunnel induced by insulation degradation of rail fasteners. by Yiwei Zhao (2729758)

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Field test of rail-to-earth conductance. by Yiwei Zhao (2729758)

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Flowchart of the stray current leakage localization. by Yiwei Zhao (2729758)

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Predictive Modeling of Yield Sooting Index Using Machine Learning with Uncertainty Estimation by Zied Hosni (21516040)

“…Remarkably, the genetic algorithm model outperformed the Gini importance model by effectively reducing autocorrelation among features, thereby enhancing the accuracy of predictions. …”

Ensemble modeling of aquatic plant invasions and economic cost analysis in China under climate change scenarios by Zixuan Feng (19756539)

“…Compared to single prediction models, ensemble models that integrate multiple algorithms provide more accurate forecasts. …”

Performance comparison of DCMC against 19 integration methods across all datasets. by Mengxiang Lin (22784287)

Intelligent Diagnosis and Treatment Model Based on Clinical Data for Home Rehabilitation Management of Chronic Obstructive Pulmonary Disease by Bin Zhu (182882)

“…The outcomes indicate that the XGBoost algorithm has the highest accuracy in processing clinical structured data, while the random forest (RF) algorithm has the lowest accuracy in processing clinical structured data. …”

Model’s initial predictive performance (N = 7). by Dor Mizrahi (8399514)

“…The CatBoost algorithm was used for prediction, with a two-stage data pruning approach to enhance accuracy. …”

Gibbs Sampling using Anti-correlation Gaussian Data Augmentation, with Applications to L1-ball-type Models by Yu Zheng (2950)

“…Motivated to significantly accelerate the posterior computation, we propose a new data augmentation that leads to a fast block Gibbs sampling algorithm. …”

Sample size determination for multidimensional parameters and the A-optimal subsampling in a big data linear regression model by Sheng Zhang (111330)

“…<p>To efficiently approximate the least squares estimator (LSE) in a Big Data linear regression model using a subsampling approach, optimal sampling distributions were derived by minimizing the trace norm of the covariance matrix of a smooth function of the subsampling LSE. …”

Data Sheet 1_Development and validation of a carotid plaque risk prediction model for coal miners.pdf by Yi-Chun Li (397026)