Mohamed Bader-El-Den

Lion Terrace, Buckingham Building
PO1 3HE Portsmouth
United Kingdom

Accepting PhD Students

40 Conference contribution
18 Article
6 Chapter (peer-reviewed)
5 Paper

18 results

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2024

Session context data integration to address the cold start problem in e-commerce recommender systems
Esmeli, R., Abdullahi, H., Bader-El-Den, M. & Can, A. S., 1 Dec 2024, In: Decision Support Systems. 187, 11 p., 114339.
Research output: Contribution to journal › Article › peer-review

Open Access
2023

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 Access
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35 Downloads (Pure)
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

Open Access
File

1 Downloads (Pure)
2022
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 Access
File
164 Downloads (Pure)
Application of supervised machine learning methods on the multidimensional knapsack problem
Rezoug, A., Bader-El-Den, M. & Boughaci, D., 1 Apr 2022, In: Neural Processing Letters. 54, p. 871–890 20 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
107 Downloads (Pure)
2021
Towards early purchase intention prediction in online session based retailing systems
Esmeli, R., Bader-El-Den, M. & Abdullahi, H., 1 Sept 2021, In: Electronic Markets. 31, p. 697–715
Research output: Contribution to journal › Article › peer-review

Open Access
File
75 Downloads (Pure)
2019
A customised grammar framework for query classification
Mohasseb, A., Bader-El-Den, M. & Cocea, M., 30 Nov 2019, In: Expert Systems with Applications. 135, p. 164-180
Research output: Contribution to journal › Article › peer-review

Open Access
File
237 Downloads (Pure)
Biased random forest for dealing with the class imbalance problem
Bader-El-Den, M., Teitei, E. & Perry, T., 1 Jul 2019, In: IEEE Transactions on Neural Networks and Learning Systems. 30, 7, p. 2163-2172
Research output: Contribution to journal › Article › peer-review

Open Access
File
2141 Downloads (Pure)
Predicting hospital mortality for ICU patients: time series analysis
Awad, A., Bader-El-Den, M., McNicholas, J., Briggs, J. & El-Sonbaty, Y., 26 Jul 2019, (Early online) In: Health Informatics Journal. 26, 2, p. 1043-1059
Research output: Contribution to journal › Article › peer-review

Open Access
File
424 Downloads (Pure)
Using the National Early Warning Score (NEWS/NEWS 2) in different Intensive Care Units (ICUs) to predict the discharge location of patients
Zaidi, H., Bader-El-Den, M. & McNicholas, J., 5 Sept 2019, In: BMC Public Health. 19, 9 p., 1231.
Research output: Contribution to journal › Article › peer-review

Open Access
File
128 Downloads (Pure)
2018
Classification of factoid questions intent using grammatical features
Mohasseb, A., Bader-El-Den, M. & Cocea, M., Dec 2018, In: ICT Express. 4, 4, p. 239-242
Research output: Contribution to journal › Article › peer-review

Open Access
File
266 Downloads (Pure)
Guided genetic algorithm for the multidimensional knapsack problem
Rezoug, A., Bader-El-Den, M. & Boughaci, D., 1 Mar 2018, In: Memetic Computing. 10, 1, p. 29-42 14 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
762 Downloads (Pure)
Question categorization and classification using grammar based approach
Mohasseb, A., Bader-El-Den, M. & Cocea, M., 1 Nov 2018, In: Information Processing and Management. 54, 6, p. 1228-1243 16 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
1292 Downloads (Pure)
2017
Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach
Awad, A., Bader-El-Den, M., McNicholas, J. & Briggs, J., Dec 2017, In: International Journal of Medical Informatics. 108, p. 185-195
Research output: Contribution to journal › Article › peer-review

Open Access
File
1020 Downloads (Pure)
Ensemble SVM for characterisation of crude oil viscosity
Oloso, M., Hassan Sayed, M., Bader-El-Den, M. & Buick, J., 1 Jun 2017, (Early online) In: Journal of Petroleum Exploration and Production Technology. 16 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
157 Downloads (Pure)
Hybrid functional networks for oil reservoir PVT characterisation
Oloso, M., Hassan Sayed, M., Bader-El-Den, M. & Buick, J., 30 Nov 2017, In: Expert Systems with Applications. 87, p. 363-369 7 p.
Research output: Contribution to journal › Article › peer-review

Open Access
File
285 Downloads (Pure)
Patient length of stay and mortality prediction: a survey
Awad, A., Bader-El-Den, M. & McNicholas, J., 1 May 2017, In: Health Services Management Research. 30, 2, p. 105-120 16 p.
Research output: Contribution to journal › Article › peer-review

Open Access
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1663 Downloads (Pure)
2009
Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework
Bader, M., Poli, R. & Fatima, S., 2009, In: Memetic Computing. 1, 3, p. 205-219 15 p.
Research output: Contribution to journal › Article › peer-review

Mohamed Bader-El-Den

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