Research outputs per year
Research outputs per year
Personal profile
Biography
Dr Mohamed Bader-El-Den is a Reader in Data Science and Machine Learning.
Dr Bader-El-Den has more than 70 peer-reviewed publications published in world-leading journals such as IEEE Transactions on Neural Networks and Learning Systems. He has 9 successful PhD completions (5 as 1st supervisor).
He has experience in leading research and KTP projects e.g. a 30 months KTP project with Fresh Relevance (December 2018 to August 2021). The project is focused on the development of several machine learning methods for digital marketing, text analytics and consumer behaviour prediction which is very relevant to this project. Dr Bader-El-Den has experience in developing successful industrial partnerships e.g. his work with Seagate (a leading data storage company) on the development of novel ML algorithms for early failure prediction based on data from 2.5K+ devices; this work was nominated for the best paper award in IEEE-CEC conference (a world leading conference).
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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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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Artificial intelligence for medical image interpretation using expert knowledge and machine learning
Jacobson, L. E. O., Hopgood, A. A., Bader-El-Den, M., Tamma, V., Prendergast, D., Osborn, P., Siddiqui, S. S. N. U., Gegov, A. & Arabikhan, F., 2 Aug 2023, Proceedings of the 2023 IEEE Conference on Artificial Intelligence. Institute of Electrical and Electronics Engineers Inc., p. 122-123 2 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open AccessFile -
Implicit feedback awareness for session based recommendation in e-commerce
Esmeli, R., Bader-El-Den, M., Abdullahi, H. & Henderson, D., 8 Apr 2023, In: SN Computer Science. 4, 15 p., 320.Research output: Contribution to journal › Article › peer-review
Open AccessFile5 Downloads (Pure) -
Moving towards explainable artificial intelligence using fuzzy rule-based networks in decision-making process
Arabikhan, F., Gegov, A., Taheri, R., Akbari, N. & Bader-El-Den, M., 4 Apr 2023, (Accepted for publication) Proceedings of the 6th International Conference on Information and Knowledge Systems. Springer Nature, (Lecture Notes in Business Information Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Self-optimised cost-sensitive classifiers for early field failure prediction in storage systems
Bader-El-Den, M. & Perry, T., 1 Dec 2023, In: Swarm and Evolutionary Computation. 83, 11 p., 101388.Research output: Contribution to journal › Article › peer-review
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An analyses of the effect of using contextual and loyalty features on early purchase prediction of shoppers in e-commerce domain
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 25 Apr 2022, In: Journal of Business Research. 147, p. 420-434 15 p.Research output: Contribution to journal › Article › peer-review
Open AccessFile94 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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TRIF - Application of Artificial Intelligence in Sustainable Design of Geotechnical Infrastructure Subjected to Climate Change
Arabikhan, F., Azizi, A., Tatari, A., Toll, D. G. & Bader-El-Den, M.
1/10/23 → 30/06/24
Project: Research
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Rule Based Systems for Classification in Machine Learning Context
Liu, H., Gegov, A., Haig, E. & Bader-El-Den, M.
1/02/13 → 31/01/16
Project: Research
Activities
- 1 Invited talk
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Presentation to Wessex Intensive Care Society
Jim Briggs (Speaker) & Mohamed Bader-El-Den (Speaker)
8 Jun 2018Activity: Talk or presentation types › Invited talk
Prizes
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Best Paper Award
Esmeli, Ramazan (Recipient), Bader-El-Den, Mohamed (Recipient), Abdullahi, Hassana (Recipient) & Henderson, David (Recipient), 27 Oct 2021
Prize: Prize (including medals and awards)
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