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

Algorithm framework. by Zongjin Li (38031)

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The AUC of each model was calculated using 113 ML algorithm. by Xuefen Lin (17785367)

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Folder with all data and algorithms by Jorge Servert Lerdo de Tejada (22290001)

Algorithmic experimental parameter design. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

AUC-ROC curves of LNG trade network link prediction via Six Machine Learning Algorithms. by Pei Zhao (487688)

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Spatial spectrum estimation for three algorithms. by Chuanxi Xing (20141665)

“…The results of numerical simulations and sea trial experimental data indicate that the use of subarrays comprising 5 and 3 array elements, respectively, is sufficient to effectively estimate 12 source angles. …”

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

The frequency of MRGs observed in the 113 algorithm combinations(A). by Xuefen Lin (17785367)

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Data after data processing. by Jiaqi Wang (369548)

Scatter diagram of different principal elements. by 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. …”

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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Random Forest and Gradient Boosting algorithms. by Yvan J. Garcia-Lopez (20783591)

A classification scheme of bipartite randomization algorithms, based on whether the matrix row and columns sums are preserved exactly (Fixed, <i>F</i>), preserved on average (Propo... by Zachary P. Neal (9946331)

Confusion Matrix for the Hybrid algorithms. by Faten Al-hussein (20707521)

“…Medical records from 3,000 King Abdulaziz University Hospital patients containing demographic, lifestyle, and lipid profile data were used to develop the models. For the first time, we utilized recommended machine learning algorithms to develop hybrid prediction models to reduce the number of significant KPIs while enhancing HbA1c prediction accuracy. …”

Top-rated mode of transport based on the SEU algorithm (SEU scores from 0 to 40). by Johannes Weyer (13392175)

The model of novel attention mechanism of GATs in predicting the potential links in LNGTN. by Pei Zhao (487688)

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Model’s measure methods. by Songsong Wang (8088293)

Subjects: “…necessitating extensive data…”

Element model generation method with geometric distribution errors by Yiqi Liu (21357815)

“…The product surface geometric distribution error is directly attached to the element nodes of the product ideal element model using the error surface reconstruction method and the replacement algorithm of the element node vector height based on the product’s point cloud data. …”

Mean prevalence of CoC across groups created using the k-means algorithm. by Shafayet Khan Shafee (22593191)