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Author

Sagheer Abbas

2 papers indexed here

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Open access Sep 2026

An Explainable and Computationally Efficient Machine Learning Framework for Breast Cancer Diagnosis Using Predictive and Interpretability Analysis

A systematic study of computational complexity has been conducted, and the results show that the training and inference latency of logistic regression is significantly lower than that of random forests, indicating its potential suitability for future resource-constrained clinical decision-support investigations after e...

A. ur Rehman, Mohamed A. Akela, T. Alyas et al. · 0 citations
Open access Sep 2026

Towards Trustworthy Software-Defined Network Security: An Explainable and Computationally Efficient Machine Learning Framework for Intrusion Detection

This work proposes a scalable and transparent intrusion detection system (IDS) for SDNs using machine learning models that balance accuracy and computational efficiency, and explains the most important traffic characteristics, such as the length of the packets and the destination port, which are used to decide the deci...

Suhail Ashfaq Butt, Shakir M. Usman, M. Raza et al. · 0 citations

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