Ismail Alarab

Dr. Ismail Alarab serves as a Lecturer in Computer Science at Bournemouth University, teaching core subjects including Artificial Intelligence, Databases, Big Data, and Programming. His research focuses on applied artificial intelligence with specialized expertise in blockchain technology and real-world machine learning applications, culminating in a December 2022 PhD from Bournemouth University.

• PhD in Novel Machine Learning Models Based on Uncertainty Estimation and Sequential Predictions for Blockchain Networks, Bournemouth University, 2022
• MSc in Signal and Image Processing: Applications and Methods, Université Grenoble Alpes, France
• Diploma in Telecommunication Engineering (equivalent to MEng), Lebanese University, Lebanon

Alarab's research centers on machine learning for blockchain systems, particularly uncertainty estimation in neural networks and graph-based models for cryptocurrency transaction analysis. His work bridges theoretical AI frameworks with practical financial security applications, emphasizing adversarial robustness and sequential prediction capabilities in distributed ledgers. Key methodologies include graph convolutional networks and LSTM architectures adapted for anti-money laundering systems.

Analysis of his 14 publications (2020-2024) reveals consistent focus on machine learning applications in blockchain environments, with evolving sophistication from foundational transaction analysis (2020) to advanced uncertainty-aware sequential prediction models (2024). Dominant themes include adversarial attack methodologies for graph neural networks, thermal comfort optimization extensions, and specialized techniques for imbalanced financial datasets.

No major scientific awards are documented, though professional development includes Leadership and Management Training (AshorneHill, 2023), Deploying Machine Learning Models in Production certification (DeepLearning.AI, 2023), and Microsoft Azure Fundamentals (AZ-900, 2023).

Current advising activities and research grants are not specified in available materials. Dr. Alarab serves as reviewer for IEEE Transactions on Knowledge and Data Engineering and Elsevier's Neural Networks journal, indicating active peer engagement within academic communities.

His research operates within Bournemouth University's Department of Computer Science, primarily collaborating with Dr. Prakoonwit and Dr. Nacer on blockchain-AI integration projects. While no dedicated lab is mentioned, his work demonstrates strong cross-institutional partnerships in financial technology security research.