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Mohamed Bader-El-Den
Mohamed Bader-El-Den
Reader (≃ Associate Professors) in Data Science and Machine Learning
Verified email at port.ac.uk
Title
Cited by
Cited by
Year
Early hospital mortality prediction of intensive care unit patients using an ensemble learning approach
A Awad, M Bader-El-Den, J McNicholas, J Briggs
International journal of medical informatics 108, 185-195, 2017
2022017
Patient length of stay and mortality prediction: a survey
A Awad, M Bader–El–Den, J McNicholas
Health services management research 30 (2), 105-120, 2017
1352017
Generating SAT local-search heuristics using a GP hyper-heuristic framework
M Bader-El-Den, R Poli
International conference on artificial evolution (evolution artificielle), 37-49, 2007
1212007
Biased random forest for dealing with the class imbalance problem
M Bader-El-Den, E Teitei, T Perry
IEEE transactions on neural networks and learning systems 30 (7), 2163-2172, 2018
1062018
Evolving timetabling heuristics using a grammar-based genetic programming hyper-heuristic framework
M Bader-El-Den, R Poli, S Fatima
Memetic Computing 1 (3), 205-219, 2009
842009
Question categorization and classification using grammar based approach
A Mohasseb, M Bader-El-Den, M Cocea
Information Processing & Management 54 (6), 1228-1243, 2018
772018
Predicting hospital mortality for intensive care unit patients: time-series analysis
A Awad, M Bader-El-Den, J McNicholas, J Briggs, Y El-Sonbaty
Health informatics journal 26 (2), 1043-1059, 2020
482020
Towards early purchase intention prediction in online session based retailing systems
R Esmeli, M Bader-El-Den, H Abdullahi
Electronic Markets 31 (3), 697-715, 2021
422021
Guided genetic algorithm for the multidimensional knapsack problem
A Rezoug, M Bader-El-Den, D Boughaci
Memetic Computing 10, 29-42, 2018
422018
Hybrid functional networks for oil reservoir PVT characterisation
MA Oloso, MG Hassan, MB Bader-El-Den, JM Buick
Expert Systems with Applications 87, 363-369, 2017
342017
Imbalanced classification using genetically optimized cost sensitive classifiers
T Perry, M Bader-El-Den, S Cooper
2015 IEEE Congress on Evolutionary Computation (CEC), 680-687, 2015
312015
Garf: towards self-optimised random forests
M Bader-El-Den, M Gaber
Neural Information Processing: 19th International Conference, ICONIP 2012 …, 2012
312012
Using Word2Vec recommendation for improved purchase prediction
R Esmeli, M Bader-El-Den, H Abdullahi
2020 International Joint Conference on Neural Networks (IJCNN), 1-8, 2020
292020
Using the National Early Warning Score (NEWS/NEWS 2) in different Intensive Care Units (ICUs) to predict the discharge location of patients
H Zaidi, M Bader-El-Den, J McNicholas
BMC Public Health 19, 1-9, 2019
282019
A GP-based hyper-heuristic framework for evolving 3-SAT heuristics
MB Bader-El-Den, R Poli
Proceedings of the 9th annual conference on Genetic and evolutionary …, 2007
252007
Hierarchical classification for dealing with the Class imbalance problem
M Bader-El-Den, E Teitei, M Adda
2016 International Joint Conference on Neural Networks (IJCNN), 3584-3591, 2016
222016
Ensemble SVM for characterisation of crude oil viscosity
MA Oloso, MG Hassan, MB Bader-El-Den, JM Buick
Journal of Petroleum Exploration and Production Technology, 1-16, 2017
212017
An analyses of the effect of using contextual and loyalty features on early purchase prediction of shoppers in e-commerce domain
R Esmeli, M Bader-El-Den, H Abdullahi
Journal of Business Research 147, 420-434, 2022
182022
Self-adaptive heterogeneous random forest
M Bader-El-Den
2014 IEEE/ACS 11th International Conference on Computer Systems and …, 2014
182014
Improving imbalanced question classification using structured smote based approach
A Mohasseb, M Bader-El-Den, M Cocea, H Liu
2018 International Conference on Machine Learning and Cybernetics (ICMLC) 2 …, 2018
172018
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