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Author

M. F. Nasim

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2 papers indexed here

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Open access Aug 2026

Prediction and Proactive Congestion Mitigation in Software-Defined Networks Using a Hybrid Spatio-Temporal GCN–LSTM and Deep Reinforcement Learning Framework

Software-Defined Networking (SDN) has emerged as a promising paradigm for centralized network management; however, conventional routing protocols remain predominantly reactive, responding only after congestion has already occurred. This reactive behavior increases end-to-end latency, packet loss, and inefficient bandwi...

Arshad Mahmood, M. F. Nasim · 0 citations
Open access Aug 2026

An Explainable Approach for Heart Disease Prediction Using an Evolutionary Rule-Based Learning Classifier System on Real-World ICU Data

Cardiovascular disease is the leading cause of death globally, yet few machine learning models for cardiac risk prediction are clinically interpretable. This paper develops an Explainable Artificial Intelligence (XAI) approach for heart disease risk classification on the MIMIC-IV-Ext Cardiac Disease dataset (v1.0.0, Ph...

Sadia Shareef, M. F. Nasim · 0 citations

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