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

"…<div><p>Federated learning ensures that data can be trained globally across clients without leaving the local environment, making it suitable for fields involving privacy data such as healthcare and finance. …"

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

"…This algorithm leverages a federated learning architecture and combines it with Paillier homomorphic encryption technology to ensure the security of the training process. …"

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

"…This algorithm leverages a federated learning architecture and combines it with Paillier homomorphic encryption technology to ensure the security of the training process. …"

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

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

الموضوعات:

Face Verification and Recognition for Digital Forensics and Information Security.pdf حسب Oladesanmi Arigbede (21409730)

الموضوعات:

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

الموضوعات:

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

الموضوعات:

Comparison of algorithm performance aesults. حسب Chunjuan Li (7890182)

"…<div><p>Federated learning ensures that data can be trained globally across clients without leaving the local environment, making it suitable for fields involving privacy data such as healthcare and finance. …"

The run time for each algorithm in seconds. حسب 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. …"

Challenges faced by the color correction methods used for enhancing underwater images. حسب Yong Lin Lai (20854961)

الموضوعات: "…underlying degradation processes…"

Comparison of performance metrics, SVC vs QSVC after using NQE for data embedding. Bold-faced fonts denote that the classifier achieves better performance. حسب Aninda Astuti (21736334)

State-of-the-Art Skin Disease Classification Using Ensemble Learning and Advanced Image Processing حسب Nirupama (22148684)

"…Various traditional diagnostic tools face a few major struggles such as time-consuming and prone to error. …"

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

الموضوعات:

Illustration of the learned correlations on the KinFaceW dataset. حسب Xiaoqian Qin (22216608)

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

الموضوعات:

Algorithm process. حسب Wei Cui (92129)

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

Facial Expression Image Dataset for Computer Vision Algorithms حسب Ali Alameer (12549592)

Performance comparison of our proposed model with existing approaches for cattle weight prediction using machine learning and deep learning techniques. حسب Md Junayed Hossain (22615268)

الموضوعات: