Abdul Rehman Gilal

Online Machine Learning from Non-stationary Data Streams in the Presence of Concept Drift and Class Imbalance: A Systematic Review

2024 · Journal of Information and Communication Technology

In IoT environment applications generate continuous non-stationary data streams with in-built problems of concept drift and class imbalance which cause classifier performance degradation. The imbalanced data affects the classifier during concept detection and concept adaptation. …

A Systematic Review of Time Pressure and Cybersecurity Decision‐Making in Software Development

2026 · Journal of Software Evolution and Process

ABSTRACT In secure software development, time pressure has a significant impact on how people make decisions, especially when it comes to high‐stakes cybersecurity activities. As development teams adopt agile workflows and short release cycles, security‐related …