Current PhD Students
| Student | Project | Role |
|---|---|---|
| Lorraine Chambers | Data Stream Mining for Out of Sample Detection in Deep Neural Networks | First Supervisor |
| Asmaa Abbas | Advanced Deep Learning for Medical Image Classification | First Supervisor |
| Besher Alhalaby | Ensembling of Pruning Methods for Deep Learning Models | Second Supervisor |
| Usama Zidan | Explainable Artificial Intelligence in Medical Image Analysis | Second Supervisor |
Completed PhD Students
| Student | Project | Role |
|---|---|---|
| 20. Dr Hansi Hettiarachchi (2023) | Text Embedding-based Event Detection for Social and News Media | Second Supervisor |
| 19. Dr Khadijah Hanga (2023) | A Deep Learning Approach to Business Process Mining | First Supervisor |
| 18. Dr Zakaria Senousy (2023) | Medical Image Classification using Deep Learning Techniques and Uncertainty Quantification | Second Supervisor |
| 17. Dr Haitham Mahmoud (2022) | Cyber-Physical Attack Detection in IoT enabled Water Distribution Systems: A Data Intelligence and Decentralised Approach | Second Supervisor |
| 16. Dr Julian Hatwell (2021) | White-boxing Decision Forests | First Supervisor |
| 15. Dr Amna Dridi (2021) | Leveraging Temporal Word Embeddings for the Detection of Scientific Trends | First Supervisor |
| 14. Dr Hossein Ghomeshi (2020) | Hybrid Metaheuristic Methods for Ensemble Classification in Non-stationary Data Streams | First Supervisor |
| 13. Dr Fatima Abdallah (2019) | Agent-based Modelling to Simulate Energy Consumption in Residential Buildings | Second Supervisor |
| 12. Dr Diana Haidar (2018) | Opportunistic Machine Learning Methods for Effective Insider Threat Detection | First Supervisor |
| 11. Dr Mona Demaidi (2018) | Ontology Validation and Utilisation for Personalised Feedback in Education | First Supervisor |
| 10. Dr Ahmed Hussein (2018) | Deep Learning Approaches for Imitation Learning | First Supervisor (2014--2016), Co-supervisor -- External (@Robert Gordon University) (2016--2018) |
| 9. Dr Joarder M Kamal (2017) | Workload-Aware Data Management in Shared-Nothing Distributed OLTP Databases | Co-supervisor - External (@Monash University, Australia) |
| 8. Dr Khaled Fawargeh (2016) | On Pruning and Feature Engineering in Random Forests | First Supervisor |
| 7. Dr Safwan Shatnawi (2016) | A Data Mining Approach to Ontology Learning for Automatic Content-related Question-Answering System | First Supervisor |
| 6. Dr Mariam Adedoyin-olowe (2015) | An Association Rule Dynamics and Classification Approach to Event Detection and Tracking in Twitter | First Supervisor |
| 5. Dr Mohammed Abdelsamea (2015) (European PhD) | Regional Active Contours based on Variational Level Sets and Machine Learning for Image Segmentation | Co-supervisor - External (@IMT Institute for Advanced Studies, Italy) |
| 4. Dr Zahraa Said Abdallah (2015) (Recipient of Mollie Holman Medal) | Adaptive Activity Recognition Techniques with Evolving Data Streams | First Supervisor (2009--2010) Co-supervisor - External (@Monash University, Australia) |
| 3. Dr Luke Steller (2010) | Adaptive Service Discovery in Resource-constrained Environments | Co-supervisor (@Monash University, Australia) |
| 2. Dr Pari Delir Haghighi (2010) | Situation-aware Adaptive Data Stream Mining | Co-supervisor (@Monash University, Australia) |
| 1. Dr Suan Khai Chong (2008) | Context-driven Control of Sensors for Energy Conservation | Co-supervisor (@Monash University, Australia) |
