The following is a selection of supervisions at all levels by Dr. Shahin Rostami.
PhD Students (as Director of Studies)
Thesis: Multi-Objective Concealed Weapon Detection
Thesis: Progressive Preference Articulation for Many-Objective Evolutionary Computation.
PhD Students (on supervisory team)
Mohammed Al Qurashi
Thesis: Intrusion Detection in IPv6-enabled Sensor Networks. Completed 14-May-2020.
Thesis: Competitive Regression. Completed 27-March-2020.
Project: Multi-Objective Neuroevolution for Non-Contact Remote Monitoring of Vital Signs. Completed 20-Nov-2020.
Project: Towards Responsible AI: The Practice of Artificial Neural Networks and Re-sampling Techniques in the Healthcare Industry
Project: Neuroevolution for Weapons Detectionin Digital Images
Project: Blood pressure prediction through the utilisation of literature-based and unexplored rPPG features
Arjun Anil Kumar
Project: Hyper-parameter tuning on blood pressure data
Project: Integrating collaborative filtering with sentiment analysis for enhanced recommendation systems
Undergraduate Students (selected)
Project: Applying Machine Learning to non-contact pulse detection via Webcam
Project: Analysis of the performance of different implementations of NSGA-II, GDE3, and MOEA/D-DRA, and development of a tool for comparison of the performance of evolutionary multi-objective optimisation algorithms
Project: An Investigation and Study of Neruoevolution In Comparison to Alternative Hyper-Parameter Optimisation Approaches Within A Browser-Based Environment
Project: Evaluating the use of machine learning to develop user-centric AI in video games
Project: Social media image analytics