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

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Performance of models by different algorithms. by Yong Zhang (5893)

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Evaluation metrics of the models constructed by each algorithm. by Xiaoyan Yang (259084)

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Diagnostic algorithm for a patient suspected of fracture-related infection (FRI). by Sarah Malek (342549)

Algorithm performance comparison. by Haiyan Wang (25821)

Ranking of ML algorithms. by Yasemin Ayaz Atalan (21989402)

“…The AB model, on the other hand, has the highest error values in the test data set, but still provides an acceptable prediction accuracy. …”

Pseudocode for the missForestPredict algorithm. by Elena Albu (15181070)

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The overview of the ML algorithms’ flowchart. by Yasemin Ayaz Atalan (21989402)

“…The AB model, on the other hand, has the highest error values in the test data set, but still provides an acceptable prediction accuracy. …”

Data Sheet 1_Development and validation of an endoscopic diagnostic model for sessile serrated lesions based on machine learning algorithms.docx by Xinying Yu (16400811)

“…Background and aims<p>Sessile serrated lesions (SSLs) are morphologically subtle and often misclassified as hyperplastic polyps (HPs), increasing colorectal cancer risks. We developed a machine learning (ML) model to improve endoscopic SSL diagnosis.…”

Federated averaging algorithm. by Yan Qin (118276)

Types of machine learning algorithms. by Md. Merajul Islam (12646837)

“…<div><p>Background and objectives</p><p>Child undernutrition is a leading global health concern, especially in low and middle-income developing countries, including Bangladesh. Thus, the objectives of this study are to develop an appropriate model for predicting the risk of undernutrition and identify its influencing predictors among under-five children in Bangladesh using explainable machine learning algorithms.…”

Phases of proposed algorithm. by Muhammad Abdullah (3357692)

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The CCCP algorithm of EQSVR based on ClipDCD. by Aiman Tahir (21485064)

Proposed hybrid GA- ML algorithms. by Ankur Kumar (1357440)

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Proposed GA-ML algorithms pseudocode. by Ankur Kumar (1357440)

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

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

“…To address these challenges, this paper proposes a federated learning-based intrusion detection algorithm (NIDS-FGPA) that utilizes gradient similarity model aggregation. …”

Pseudocode for the missForestPredict algorithm - new observation. by Elena Albu (15181070)

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Process of facial feature extraction and recognition method based on ipca algorithm. by Lu Lin (201289)

S1 Data - An improved YOLOv8s-based UAV target detection algorithm by Xinwei Wang (352488)