The ANFIS algorithm details. by Mohammadmahdi Taheri (21722285)

“…In the first stage, the pharmaceutical industry data collected from the Tehran Stock Exchange (TSE) website is used to apply the robust ratio data envelopment analysis (RR-DEA) in GAMS software with respect to some specific financial indicators to determine efficient stocks in conditions of data uncertainty. …”

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

Prediction percentage distribution using different algorithms applied in our research. by Md Junayed Hossain (22615268)

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Here is the extracted cattle’s image from the original image using YOLOv5 algorithm, which accurately detects and isolates the cattle for further processing. by Md Junayed Hossain (22615268)

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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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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. …”

Image processing steps applied in our research. by Md Junayed Hossain (22615268)

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MAE, MAPE, MSE, RMSE, <i>R</i>² and Training Time (ms) for different algorithms utilised in this research. by Md Junayed Hossain (22615268)

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Algorithm process. by Wei Cui (92129)

The method for determining the chemical constituents of unknown materials in the algorithm. by Dong Hyeok Choi (12562048)

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

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

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LIME visualizations for the 3Conv3Dense model, providing insight into its prediction process. by Md Junayed Hossain (22615268)

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

Calculation algorithm implementing the proposed model. by Landry Djopkop Kouanang (17131748)

Calculation algorithm implementing the proposed model. by Landry Djopkop Kouanang (17131748)

Error case analysis using LIME visualization on cattle’s weight prediction. by Md Junayed Hossain (22615268)

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Multi-sensor fusion process and algorithm workflow. by Hongliang Zou (20707270)

Scatter diagram of different principal elements. by Jizhong Wang (7441697)

Data after data processing. by Jiaqi Wang (369548)