Personal profile
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
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
An explainable CNN-based approach for classifying Desert Lions from camera trap images
Pears, J. & Golcarenarenji, G., 3 Sept 2025, Proceedings of 2025 5th International Conference on Robotics, Automation, and Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile3 Downloads (Pure) -
An explainable CNN-based approach for maritime search and rescue on edge
Golcarenarenji, G. & Mohasseb, A., 3 Sept 2025, Proceedings of 2025 International Conference Automatics, Robotics and Artificial Intelligence (ICARAI) 13 - 15 June 2025. Institute of Electrical and Electronics Engineers Inc.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile82 Downloads (Pure) -
Beyond accuracy: robustness and explainability in adversarial malware detection
Amer, E., Golcarenarenji, G., Mohasseb, A. & Elboghdadly, T., 21 Oct 2025, Proceedings of 5th International Mobile, Intelligent, and Ubiquitous Computing Conference 17/09/25 → 18/09/25 Cairo, Egypt. Institute of Electrical and Electronics Engineers Inc., p. 123-128 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
-
Explainable oil spill detection using UAV imagery
Golcarenarenji, G., Amer, E., Mohasseb, A. & Elboghdadly, T., 21 Oct 2025, Proceedings of 5th International Mobile, Intelligent, and Ubiquitous Computing Conference 17/09/25 → 18/09/25 Cairo, Egypt. Institute of Electrical and Electronics Engineers Inc., 6 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile12 Downloads (Pure) -
Music genre recognition: an explainable approach
Smith, T. & Golcarenarenji, G., 12 Aug 2025, 9th International Symposium on Innovative Approaches in Smart Technologies. Institute of Electrical and Electronics Engineers Inc., 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile4 Downloads (Pure)
-
KTP - Integrating Advanced AI and Dynamic Scheduling for Optimal Large-Scale Automotive Repair Operations
Bader-El-Den, M. (PI), Song, X. (CoI), Mohasseb, A. (CoI), Golcarenarenji, G. (CoI), Canning, B. (CoI) & Shiaeles, S. (CoI)
3/03/25 → 29/02/28
Project: Innovation
-
AI Leadership Skills Bootcamp Funded by Portsmouth City Council (£144,000,.00)
Ozcan, S. (PI), Bader-El-Den, M. (CoI), Dann, Z. (CoI), Busoi, G. (CoI), Mohasseb, A. (CoI), Garri, M. (CoI), Bhatti, Z. A. (CoI), Walton, N. (CoI), Sekhon, J. (Team Member), Ahmad, F. (CoI), Arabikhan, F. (CoI), Golcarenarenji, G. (CoI), James, K. (CoI), Xu, M. (CoI), Raheem, S. (CoI), Amin, A. (CoI), Goraya, M. (CoI), Pearce, H. (CoI), Dam, S. (CoI) & Heald, R. (CoI)
2/09/24 → 31/12/25
Project: Innovation
-
Signal, Image and Video Processing (Journal)
Golcarenarenji, G. (Peer reviewer)
29 Nov 2024Activity: Publication peer-review and editorial work types › Publication peer-review
-
International Journal of Computational Intelligence Systems (Journal)
Golcarenarenji, G. (Peer reviewer)
18 Nov 2024Activity: Publication peer-review and editorial work types › Publication peer-review
-
Machine Vision and Applications (Journal)
Golcarenarenji, G. (Peer reviewer)
25 Sept 2024Activity: Publication peer-review and editorial work types › Publication peer-review
-
Computing (Journal)
Golcarenarenji, G. (Peer reviewer)
26 Aug 2024Activity: Publication peer-review and editorial work types › Publication peer-review
-
Journal of Real-Time Image Processing (Journal)
Golcarenarenji, G. (Editorial board member)
25 Aug 2024 → …Activity: Publication peer-review and editorial work types › Editorial activity