4 papers
Agentic AI in 6G Software Businesses: A Layered Maturity Model
Muhammad Zohaib, Muhammad Azeem Akbar, Sami Hyrynsalmi +1
The emergence of agentic AI systems in 6G software businesses presents both strategic opportunities and significant challenges. While such systems promise increased autonomy, scala…
Strategic Motivators for Ethical AI System Development: An Empirical and Holistic Model
Muhammad Azeem Akbar, Arif Ali Khan, Saima Rafi +2
Artificial Intelligence (AI) presents transformative opportunities for industries and society, but its responsible development is essential to prevent unintended consequences. Ethi…
Mining Q&A Platforms for Empirical Evidence on Quantum Software Programming
Arif Ali Khan, Boshuai Ye, Muhammad Azeem Akbar +3
The rise of quantum computing has driven the need for quantum software engineering, yet its programming landscape remains largely unexplored in empirical research. As quantum techn…
Extended multi-stream temporal-attention module for skeleton-based human action recognition (HAR)
Faisal Mehmood, Xin Guo, Enqing Chen +3
Graph convolutional networks (GCNs) are an effective skeleton-based human action recognition (HAR) technique. GCNs enable the specification of CNNs to a non-Euclidean frame that is…