ML algorithms in cyber security. by Abdullah Asım Yılmaz (20715311)

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. …”

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

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Algorithm process. by Wei Cui (92129)

“…This model captures both the temporal dependencies and global attention information in the traffic data. …”

The construction process of the FCM clustering algorithm. by Xini Fang (20861990)

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The actual training effect of four algorithms on original photo data (All images are original images taken by the author). by Xiaojun Wang (50332)

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

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Processed results from ECG data with the P-T algorithm. by Daehyun Kwon (11985629)

Genetic algorithm flowchart. by Wenguang Li (6528113)

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

“…Additionally, the paper introduces the Gradient Similarity Model Aggregation (GSA) algorithm, which dynamically selects and weights updates from different models to reduce communication overhead. …”

The construction process of the improved data fusion model. by Tang Ruipeng (20141334)

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Improve algorithm settings. by Hui Zhao (7395)

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Clustering evaluation results of the FCM algorithm. by Xini Fang (20861990)

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Effects of processing rate and algorithms performance on estimates of biodiversity. by Valentine Fleuré (12822137)

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Kepler optimization algorithm. by Jiangli Yu (4601986)

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Training process of HFKG-RFE algorithm. by Chunjuan Li (7890182)

“…In addition, during the training process, it was found that both the server aggregation algorithm and the client knowledge graph embedding model performance can affect the overall performance of the algorithm.Therefore, a new server aggregation algorithm and knowledge graph embedding model RFE are proposed. …”

The algorithm of the AWGE-ESPCA model. by Rui Miao (1592461)

Performance comparison of different adoption algorithms in XGBoost model. by Wenguang Li (6528113)

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Flow chart of edge folding algorithm. by Cuiying Zhou (10048078)

The pseudocode of the RFE algorithm. by Zuzhen Ji (17593348)