Summary
Gelayol Golcarenarenji is a senior lecturer in Artificial Intelligence and machine learning at school of computing. Before joining Portsmouth university, she was a Postdoctoral research fellow for four years in artificial intelligence at University of the West of Scotland, UK, where she was working on national and European projects such as the 5G INDUCE, NG-RPAS, Arcadian-IoT, Smart crane Real-Time Object Detection’ and ‘a Smart Remotely Piloted Aircraft Systems (S-RPAS) for Real-Time detection of missing people and her team won the CEED-SCOTLAND innovation award, and UK Times Higher Education (THE) Awards 2021 knowledge exchange award. She received a full scholarship from Australian government to do her Ph.D. degree in computer science at Deakin University, Australia, where she was involved in the automation of carbon fibre production line. Her current research interests include, artificial intelligence, applied machine learning, deep learning methods and applications, advanced material, image processing, Senor fusion, Object detection, UAVs, Autonomous veichles, 3D human motion prediction, human trajectory prediction, and VLMs among others. She is accepting PhD students.
https://scholar.google.com/citations?user=0vhy598AAAAJ&hl=en
Research outputs
2026
Benchmark comparative analysis of YOLO architectures for weapon detection with explainability
Rosner, A., Woodford, M., Gegov, A., Golcarenarenji, G., Ghahremani, M.
1 Oct 2026, In: Sensing and Imaging. 27, 1, 15p., 196
Research output: Article
Fed-blam: federated BERT and LLaMA for IoT malware detection
Nazaruk, C., Taheri, R., Golcarenarenji, G., Gegov, A.
10 Aug 2026, In: The Journal of Supercomputing. 82, 616, 23p., 616
Research output: Article
Explainability-driven decision gating for risk-controlled algorithmic trading
Bhoir, M. N., Rosner, A., Ichtev, A., Golcarenarenji, G., Gegov, A.
10 Aug 2026,
Research output: Conference contribution
Demystifying the black box: an explainable AI framework for transparent detection of engine assistance in chess
Durrani, S., Ichtev, A., Golcarenarenji, G., Rosner, A., Gegov, A., Adda, M.
10 Aug 2026,
Research output: Conference contribution
Surrogate decision trees for explaining black box models for breast cancer classification
Moulana, S. S. S. S., Rosner, A., Gegov, A., Golcarenarenji, G., Ichtev, A.
10 Aug 2026,
Research output: Conference contribution
Bimodal fake news detection using integrated image and text analysis
Khazaei, A., Golcarenarenji, G., Gegov, A., Itchev, A.
10 Aug 2026,
Research output: Conference contribution
Comparative evaluation of object-detection models for MMA fighter localisation in mixed martial arts bouts
McMillan, A., Golcarenarenji, G., Bader-El-Den, M., Arabikhan, F.
10 Aug 2026,
Research output: Conference contribution
Vehicle detection and damage identification for automated automotive dataset creation
Pears, J., Golcarenarenji, G., Mohasseb, A., Bader-El-Den, M.
31 Jul 2026,
Research output: Conference contribution
A multi-level evaluation framework for gender bias in large language models: directional bias and item-level stereotyping
Dawson, B., Golcarenarenji, G., Haig, E., Mohasseb, A.
31 Jul 2026,
Research output: Conference contribution
Predictive modelling of soil water retention curves using machine learning methods
Uche Mordi, J., Arabikhan, F., Azizi, A., Tatari, A., Ebrahimpour, B., Golcarenarenji, G.
20 Jul 2026,
Research output: Conference contribution