Projects per year
Personal profile
Personal Statement
Her research interests have encompassed optimization, metaheuristics, soft computing techniques, and their applications in supply chain management, specifically in routing planning and transportation of perishable food. Her current research interests include behavioural modelling, simulation modelling, and virtual reality to enhance occupational safety.
Furthermore, her main body of work is interdisciplinary, bringing elements of Behavioural and Cognitive Sciences, Bayesian statistics, Economics, and AI techniques to predict Human-behaviour towards safety, and assist organizations in creating and maintaining safer workplaces. She is working specifically on the integration of agent-based modelling and simulation with machine learning techniques to approximate human-decision making process. She is also interested in the design of serious games for the elicitation of risk-taking preferences.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Doctor of Philosophy, Models and Computational Intelligence Approaches for the Last Mile Delivery Problem in Food Supply Chain, University of Granada
Award Date: 10 Jan 2022
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Using Gamification in Teaching Management Science Modules to Promote Self-Efficacy and Self-Paced Learning
El Raoui, H. (Principal Investigator), Finn, D. (Co-investigator) & Melissourgos, A. (Co-investigator)
1/01/25 → …
Project: Internally funded project
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Data-Driven Digital Model for Sustainable and Cost-Effective Garment Operations: A KTP Pump-Priming Partnership with ACS Clothing
El Raoui, H. (Principal Investigator), Quigley, J. (Co-investigator), Corney, J. (Co-investigator) & Annamalai Vasantha, G. V. (Co-investigator)
Project: Internally funded project
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Smarter facility layout design: leveraging worker localisation data to minimise travel time and alleviate congestion
Aslan, A., Vasantha, G., El Raoui, H., Quigley, J., Hanson, J., Corney, J. & Sherlock, A., 16 Feb 2025, In: International Journal of Production Research. 63, 4, p. 1326-1353 28 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile7 Downloads (Pure) -
Safer and efficient factory by predicting worker trajectories using spatio-temporal graph attention networks
Sarvan Kumar, S., Vasantha, G., Corney, J., Hanson, J., Quigley, J., El Raoui, H., Thompson, N. & Sherlock, A., 13 Nov 2024, (E-pub ahead of print) ASME 2024 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference. Vol. 2B. V02BT02A022Research output: Chapter in Book/Report/Conference proceeding › Conference contribution book
Activities
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Management Science (Organisational unit)
El Raoui, H. (Advisor)
2025Activity: Membership types › Membership of committee
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Human Digital Twin for Improving Occupational Health and Safety
El Raoui, H. (Speaker)
1 Jul 2024Activity: Talk or presentation types › Oral presentation