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

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

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

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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. …”

Genetic algorithm flowchart. by Wenguang Li (6528113)

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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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Effect of post-processing threshold and algorithms performance on the species composition estimation. by Valentine Fleuré (12822137)

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

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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. …”

Model-Based Clustering of Categorical Data Based on the Hamming Distance by Raffaele Argiento (647076)

“…The proposed method exploits the Hamming distance to define a family of probability mass functions to model the data. …”

Kepler optimization algorithm. by Jiangli Yu (4601986)

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