Muhammad Azam

According to our database, Muhammad Azam authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Deep deterministic policy gradients with a self-adaptive reward mechanism for image retrieval.

Farooq Ahmad, Xinfeng Zhang, Zifang Tang, Fahad Sabah, Muhammad Azam, Raheem Sarwar

J. Supercomput., January, 2025

Communication optimization techniques in Personalized Federated Learning: Applications, challenges and future directions.

Fahad Sabah, Yuwen Chen, Zhen Yang, Abdul Raheem, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Inf. Fusion, 2025

FairDPFL-SCS: Fair Dynamic Personalized Federated Learning with strategic client selection for improved accuracy and fairness.

Fahad Sabah, Yuwen Chen, Zhen Yang, Abdul Raheem, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Inf. Fusion, 2025

Personalized federated learning with fairness, robustness, and collaboration incentives.

Fahad Sabah, Yuwen Chen, Zhen Yang, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Appl. Soft Comput., 2025

2024

Model optimization techniques in personalized federated learning: A survey.

Fahad Sabah, Yuwen Chen, Zhen Yang, Muhammad Azam, Nadeem Ahmad, Raheem Sarwar

Expert Syst. Appl., 2024

2023

Heart Disease Prediction with 100% Accuracy, Using Machine Learning: Performance Improvement with Features Selection and Sampling.

Fahad Sabah, Yuwen Chen, Zhen Yang, Abdul Raheem, Muhammad Azam, Raheem Sarwar

Proceedings of the 8th IEEE International Conference on Network Intelligence and Digital Content, 2023

2021

A Two-Step Approach for Improving Sentiment Classification Accuracy.

Muhammad Azam, Tanvir Ahmed, Rehan Ahmad, Ateeq Ur Rehman, Fahad Sabah, Rao Muhammad Asif

Intell. Autom. Soft Comput., 2021