Illustration of the Noisy Student algorithm proposed by [30]. حسب Martin Wutke (19786999)

Process based on WOA-LSTM-PID model. حسب Dayu Zhang (710629)

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GA process. حسب Jianpeng Zhang (528185)

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The table of inversion results of AQ type geoelectric model with no noise. حسب Zhengyu Xu (8550660)

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One dimensional max pooling process. حسب Yu Jie Guang (22184340)

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Process of One Dimensional Convolution Operation. حسب Yu Jie Guang (22184340)

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Ten test sets of data. حسب Hao Cao (2248066)

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Overview of CINner’s mathematical model and simulation algorithm. حسب Khanh N. Dinh (20549532)

"…Right: data available to be computed in each step (see S1 Notes). …"

Solution results of different algorithms. حسب Meilin Zhu (688698)

"…Finally, the correctness of the model is analyzed through numerical experiments, and the effectiveness of the proposed algorithm, the joint distribution strategy, and the disruption event processing idea of combining immediate processing and scheduled batch processing is analyzed. …"

The table of inversion result of AQ type geoelectric model with 10% noise. حسب Zhengyu Xu (8550660)

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The inversion results and curve of the objective function of the G-type geoelectric model. حسب Zhengyu Xu (8550660)

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The inversion results and curve of the objective function of the AQ-type geoelectric model. حسب Zhengyu Xu (8550660)

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The inversion results and curve of the objective function of the H-type geoelectric model. حسب Zhengyu Xu (8550660)

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The table of inversion results of AQ type geoelectric model with 5% noise. حسب Zhengyu Xu (8550660)

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Scatter diagram of different principal elements. حسب Jizhong Wang (7441697)

"…The experimental results show that the SSA-LightGBM model proposed in this paper has an average fault diagnosis accuracy of 93.6% after SSA algorithm optimization, which is 3.6% higher than before optimization. …"

Improved PSO-IFA hybrid optimization algorithm flowchart. حسب Zhengyu Xu (8550660)

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The inversion results and curve of the objective function of AQ-type geoelectric model with noise. حسب Zhengyu Xu (8550660)

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Model performance comparison under different parameter settings. حسب Xini Fang (20861990)

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Feature importance ranking results of model risk indicators. حسب Xini Fang (20861990)

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Risk prediction results of the RF model improved by FCM clustering ((a) Different risk prediction results; (b) Prediction results of different models). حسب Xini Fang (20861990)

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