Notations and definitions used in the algorithm. by Nazym Alimbekova (22766158)

The Search process of the genetic algorithm. by Wenguang Li (6528113)

“…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …”

Line fringe structured light generation process. by Guofeng Qin (11025170)

Subjects:

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

“…In particular, we examine Autoregressive AR(1) vector autoregressive processes, which are commonly found in time-series applications. Finally, we use the Laplace approximation to determine a lower bound for the out-of-sample prediction error and derive a scalable expression for the marginal variance of each prediction. …”

GenSearch algorithm. by Tarun Khajuria (12117309)

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Algorithm comparison test results. by Hang Ren (1312905)

Genetic algorithm flowchart. by Wenguang Li (6528113)

“…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …”

Schematic diagram of automatic WB algorithm. by Nan Zhang (46264)

Algorithm pseudocode. by Cheng-jie Chen (22272090)

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Comparison between different various models used for plant leaf disease detection and classification. by Abdullah Sheneamer (19169236)

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Genetic algorithm iteration data chart. by Wenguang Li (6528113)

“…The results show: (1) Random oversampling, ADASYN, SMOTE, and SMOTEENN were used for data balance processing, among which SMOTEENN showed better efficiency and effect in dealing with data imbalance. (2) The GA-XGBoost model optimized the hyperparameters of the XGBoost model through a genetic algorithm to improve the model’s predictive accuracy. …”

Stacking five models ROC value. by Abdullah Sheneamer (19169236)

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Confusion matrix of stacking five models. by Abdullah Sheneamer (19169236)

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Algorithm detection steps. by José M. Rivera-Arbeláez (12418512)

Schematic diagram of the SARIMA algorithm flow. by Yongxin Dai (13796385)

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Noise reduction by the sliding average algorithm. by Yongxin Dai (13796385)

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Proposed model details. by Yucai Wang (513301)

Subjects: “…adaptive equalization algorithm…”

Schematic diagram of the equalizer equivalent model. by Yucai Wang (513301)

Subjects: “…adaptive equalization algorithm…”

YOLOv5 algorithm structure. by Cong Xiao (4282558)

“…The system designed to collect the image of the droplet side cross-section with a Charge charge-coupled device (CCD) industrial camera, is aided by the computer image processing system used to analyze and process the collected images. …”

IRS-assisted system model. by Sarmad Sohaib (21273402)

“…In contrast, the SBF algorithm adjusts the IRS elements using single-bit feedback. …”