Process of facial feature extraction and recognition method based on ipca algorithm. by Lu Lin (201289)

Algorithm flowchart of OFEO. by Wenshun Sheng (21485393)

“…Again, addressing the limitations of traditional Kalman filtering in nonlinear motion trajectory prediction, a novel adaptive forgetting Kalman filter algorithm (FSA) is devised to enhance the precision of model prediction and the effectiveness of parameter updates to adjust to the uncertain movement speed and trajectory of pedestrians in real scenarios. …”

Algorithm flowchart. by Mingyi Huo (21743594)

Improve algorithm settings. by Hui Zhao (7395)

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Block diagram of the Kalman filter algorithm with correlated measurement noise. by Shu WU (20721527)

Block diagram of the Kalman filter algorithm with uncorrelated measurement noise. by Shu WU (20721527)

S1 Data - An improved YOLOv8s-based UAV target detection algorithm by Xinwei Wang (352488)

Flowchart of the general algorithm for one trial. by Junying Wang (509009)

Evaluation of model aggregation algorithms. by JiaMing Wang (334865)

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Comparison of homomorphic encryption algorithms. by JiaMing Wang (334865)

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Energy consumption in the PPO process. by Yunhu Huang (21402795)

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Running time in the PPO process. by Yunhu Huang (21402795)

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Optimize process data and final results by Dawei Wang (471687)

Explained variance ration of the PCA algorithm. by Abeer Aljohani (18497914)

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Flowchart of the new algorithm. by Jinyu Wang (381467)

“…To address these problems, we propose a new, efficient real-time SLR data processing method. This algorithm combines single-stage filtering with a histogram-based approach and incorporates polynomial fitting to establish a predictive model. …”

Proposed hybrid GA- ML algorithms. by Ankur Kumar (1357440)

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Proposed GA-ML algorithms pseudocode. by Ankur Kumar (1357440)

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Algorithms runtime comparison. by Meilin Zhu (688698)

“…Firstly, from the perspective of data-driven, it crawls the historical data of driving speed through Baidu map big data platform, and uses a BP neural network optimized by genetic algorithm to predict the driving speed of vehicles in different periods. …”

The process of using the M.E.D.V.I.S. algorithm. by Hector Torres (11708207)

“…All are placed into three dimensionality reduction methods, which are then processed in a k-means clustering algorithm with k = 2 to represent good and bad figures. …”

Comparison of information on predicting survival outcomes or metastasis of cancer patients using machine learning algorithms in the past. by Jingru Dong (14076094)

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