COVID-19 Prediction Infrastructure Using Deep Learning. - Zahra Abbas; Mario Fiorino; Syed Muhammad Naqi; Musarat Abbas (Intelligent Environments (Workshops), 2023)

Cloud-Based Monitoring System for Personalized Home Medication. - Ahsan Ismail; Mario Fiorino; Musarat Abbas; Madiha Haider Syed; Zaib Ullah (Intelligent Environments (Workshops), 2023)

Self-Adapted Resource Allocation in V2X Communication. - Mansoor Jamal; Zaib Ullah; Musarat Abbas (Intelligent Environments (Workshops), 2023)

Disease Diagnosis On Ships Using Hierarchical Reinforcement Learning. - Farwa Batool; Tehreem Hasan; Giancarlo Tretola; Zaib Ullah; Musarat Abbas (FedCSIS, 2024)

Efficient Maritime Healthcare Resource Allocation Using Reinforcement Learning. - Tehreem Hasan; Farwa Batool; Mario Fiorino; Giancarlo Tretola; Musarat Abbas (FedCSIS, 2024)

A Hybrid Multi-Agent Reinforcement Learning Approach for Spectrum Sharing in Vehicular Networks. - Mansoor Jamal; Zaib Ullah; Muddasar Naeem; Musarat Abbas; Antonio Coronato (Future Internet, 2024)

Improving adherence to medication in an intelligent environment using reinforcement learning. - Ahsan Ismail; Muddasar Naeem; Umamah Bint Khalid; Musarat Abbas (J. Reliab. Intell. Environ., 2025)