Personal profile
Biography
Dr Mohamed Bader-El-Den is a Professor in AI and Data Science.
In 2016, aligning with the faculty's strategic goals, I started the establishment of the DataPort - Enterprise Data Intelligence subject group, Which now becomming Portsmouth AI and Data Science center (PAIDS). My research and academic leadership have enabled the development of the group's research profile, attracting external funding, creating impact, recruiting PhD students, as well as supporting colleagues. Additionally, the group is home to specialised MSc and BSc courses in Data Science and Analytics that I was responsible for designing and developing.
Cogently, I am leading active projects funded by over £1.1 million, in addition to previously successful projects. This funding is primarily from industry collaboration and Knowledge Transfer Partnership (KTP) initiatives. One successful example is a collaboration with Fresh Relevance, a UK leader in digital marketing, which has led to the development of several pioneering AI and ML methods for understanding consumer behaviour and digital marketing; examples of these methods include [Example 1] [Example 2] [Example 3]. Another project is with Campden BRI, the UK’s largest food research organisation, focusing on developing AI for trend discovery in text. Recently, we also received funding of £580,000 in collaboration with ABL 1 Touch, with the project commencing in July 2025.
My research has produced over 80 peer-reviewed publications.
Beyond the academic domain, my research has achieved tangible impact. Based on our KTP success, Fresh Relevance was awarded Tech SME of the Year at the prestigious South Coast Tech Awards 2023 (October 2023). This is mainly attributed to our KTP projects. Fresh Relevance’s CEO, Mike Austin, underscored this in his award speech, stating, “This year has been pivotal for us, especially due to our collaboration with the University of Portsmouth, where we embarked on a significant AI project. This partnership has been key in creating AI technology for our products, leading to increased revenue for our clients from their websites” [Award Page]. The KTP's final report also indicates an increase in sales rates due to marketing, targeting a 10% improvement over non-AI-driven methods.
Currently, I am supervising a team of 8 PhD students as the main supervisor. I have successfully supervised 13 students (5 as first supervisor).
Research Interests
- Machine Learning (ML) and Data Mining (DM).
- Classification and Class Imbalance.
- Applications of DM and ML in Health Care, Cybersecurity, Digital Marketing etc.
- Evolutionary Computation and Genetic Programming
- Heuristic, Hyper-heuristics and Meta-heuristic for combinatorial optimisation problems
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):
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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Explainable machine learning using VOC profiles for sausage spoilage prediction enhanced by GAN-augmented data
Ince, V., Bader-El-Den, M., Esmeli, R. & Sari, O. F., 16 Feb 2026, In: Food and Bioprocess Technology. 19, 4, 26 p., 175.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Explainable transformer-based modelling for pathogen-oriented food safety inspection grade prediction using New York State open data
Sari, O. F., Bader-El-Den, M. & Ince, V., 8 Jan 2026, In: Foods. 15, 2, 20 p., 223.Research output: Contribution to journal › Article › peer-review
Open AccessFile -
Understanding customer loyalty-aware recommender systems in e-commerce: an analytical perspective
Esmeli, R., Can, A. S., Awad, A. & Bader-El-Den, M., 1 Apr 2026, In: Electronic Commerce Research. 26, p. 1581–1607 27 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile50 Downloads (Pure) -
AI-driven food safety risk prediction: a transformer-based approach with RASFF database
Sari, O. F., Bader-El-Den, M., Leadley, C., Esmeli, R., Mohasseb, A. & Ince, V., 23 Jun 2025, (Early online) In: British Food Journal.Research output: Contribution to journal › Article › peer-review
Open AccessFile87 Downloads (Pure) -
AI-driven risk assessment in food safety using EU RASFF database
Sari, O. F., Amer, E., Bader-El-Den, M., Ince, V. & Leadley, C., 2 Apr 2025, (Early online) In: Food and Bioprocess Technology. 22 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile105 Downloads (Pure)
Datasets
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Data availability statement for 'Biased random forest for dealing with the class imbalance problem'.
Bader-El-Den, M. (Creator), Teitei, E. (Creator) & Perry, T. (Creator), IEEE Computational Intelligence Society, 16 Oct 2018
Dataset
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Shear Smart, AI-Powered Decisions for Soil Element Testing (HEIF 25/26)
Rouholamin, M. (PI), Ali, M. (CoI) & Bader-El-Den, M. (CoI)
21/10/25 → 31/07/26
Project: Innovation
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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
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KTP with TLC Global - Machine learning for course recommendation and international student recruitment
Bader-El-Den, M. (PI)
1/03/24 → 31/08/26
Project: Research
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Shear Smart, AI-Powered Decisions for Soil Element Testing
Rouholamin, M. (PI), Ali, M. (CoI) & Bader-El-Den, M. (CoI)
5/10/26 → 4/10/28
Project: Innovation
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AI implementation on soil element testing (HEIF-warmup 25/26)
Rouholamin, M. (PI), Ali, M. (CoI) & Bader-El-Den, M. (CoI)
27/06/25 → 31/07/25
Project: Innovation
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Data Physicalisation
Andrikopoulou, E. (Organiser) & Bader-El-Den, M. (Speaker)
1 Jul 2024Activity: Participating in or organising an event types › Participation in workshop, seminar, course
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Presentation to Wessex Intensive Care Society
Briggs, J. (Speaker) & Bader-El-Den, M. (Speaker)
8 Jun 2018Activity: Talk or presentation types › Invited talk
Prizes
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Best Application paper
Jacobson, L. (Recipient), Bader-El-Den, M. (Recipient), Masum, S. (Recipient), Hopgood, A. (Recipient), Tamma, V. (Recipient), Prendergast, D. (Recipient) & Osborn, P. (Recipient), 17 Dec 2024
Prize: Prize (including medals and awards)
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Best Paper Award
Esmeli, R. (Recipient), Bader-El-Den, M. (Recipient), Abdullahi, H. (Recipient) & Henderson, D. (Recipient), 27 Oct 2021
Prize: Prize (including medals and awards)
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