Confusion Matrix for Subspace algorithm (3000 Learning Cycles) providing insight into the performance evaluation of Subspace algorithm. حسب Sadia Nazim (21440115)

Parameters of the machine learning algorithms used in the study. حسب Xiaoyan Yang (259084)

الموضوعات:

Performance of different machine learning algorithms. حسب Apichat Suratanee (634281)

Data on the prediction performances of ML algorithms. حسب Yasemin Ayaz Atalan (21989402)

The performance matrix of different machine learning algorithms. حسب Ahmad M. Al-Omari (20460931)

Machine learning prediction algorithm flow chart. حسب Ahmad M. Al-Omari (20460931)

Performance of machine learning algorithms. حسب Wenxue Liu (6877754)

An example shows how XAI algorithm helps an expert to make a decision. حسب Shuvo Biswas (21728782)

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

"…For this purpose, well-known Machine Learning (ML) algorithms such as Random Forest (RF), Adaptive Boosting (AB), and Gradient Boosting (GB) were utilized. …"

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

"…For this purpose, well-known Machine Learning (ML) algorithms such as Random Forest (RF), Adaptive Boosting (AB), and Gradient Boosting (GB) were utilized. …"

Training algorithm flow. حسب Xing Chen (140292)

الموضوعات:

Data Sheet 1_Development of a novel artificial intelligence algorithm for interpreting fetal heart rate and uterine activity data in cardiotocography.docx حسب Rohit Pardasani (22253656)

"…</p>Conclusion<p>This study demonstrates the successful development of a novel AI algorithm utilizing FHR and UA data to analyze and interpret fetal tracing events and parameters. …"

Federated averaging algorithm pseudocode. حسب Hadi Mohammadian KhalafAnsar (22783784)

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

Architecture of AGAN algorithm model. حسب Xing Chen (140292)

الموضوعات:

ROC curves of six algorithms. حسب Xing Chen (140292)

الموضوعات:

Evaluation of model aggregation algorithms. حسب 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. …"

Comparison of homomorphic encryption algorithms. حسب 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. …"

Visualization of mean absolute SHAP values for conditional algorithm for each class. حسب Sadia Nazim (21440115)

Visualization of mean absolute SHAP values for Interventional algorithm for each class. حسب Sadia Nazim (21440115)