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 | 212 | 2017 |
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 | 148 | 2017 |
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 | 123 | 2007 |
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 | 118 | 2018 |
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 | 85 | 2009 |
Question categorization and classification using grammar based approach A Mohasseb, M Bader-El-Den, M Cocea Information Processing & Management 54 (6), 1228-1243, 2018 | 81 | 2018 |
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 | 59 | 2021 |
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 | 57 | 2020 |
Guided genetic algorithm for the multidimensional knapsack problem A Rezoug, M Bader-El-Den, D Boughaci Memetic Computing 10, 29-42, 2018 | 43 | 2018 |
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 | 35 | 2017 |
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 | 33 | 2020 |
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 | 33 | 2015 |
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 | 32 | 2019 |
Garf: towards self-optimised random forests M Bader-El-Den, M Gaber Neural Information Processing: 19th International Conference, ICONIP 2012 …, 2012 | 31 | 2012 |
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 | 27 | 2022 |
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 | 25 | 2007 |
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 | 22 | 2016 |
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 | 21 | 2017 |
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 | 18 | 2018 |
Self-adaptive heterogeneous random forest M Bader-El-Den 2014 IEEE/ACS 11th International Conference on Computer Systems and …, 2014 | 18 | 2014 |