| 2018 | ICMLC | Analysis of The Syntactical Structure Of Web Queries. | Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea |
| 2018 | ICMLC | Improving Imbalanced Question Classification Using Structured Smote Based Approach. | Alaa Mohasseb, Mohamed Bahy Bader-El-Den, Mihaela Cocea, Han Liu |
| 2016 | IJCNN | Hierarchical classification for dealing with the Class imbalance problem. | Mohamed Bahy Bader-El-Den, Eleman Teitei, Mo Adda |
| 2015 | CEC | Imbalanced classification using genetically optimized cost sensitive classifiers. | Todd Perry, Mohamed Bahy Bader-El-Den, Steven Cooper |
| 2015 | GECCO | Imbalanced Classification Using Genetically Optimized Random Forests. | Todd Perry, Mohamed Bahy Bader-El-Den |
| 2014 | AICCSA | Self-adaptive heterogeneous random forest. | Mohamed Bahy Bader-El-Den |
| 2012 | ICONIP | GARF: Towards Self-optimised Random Forests. | Mohamed Bahy Bader-El-Den, Mohamed Medhat Gaber |
| 2012 | KES | Optimisation of Ensemble Classifiers using Genetic Algorithm. | Mohamed Medhat Gaber, Mohamed Bahy Bader-El-Den |
| 2010 | CEC | Co-evolutionary hyper-heuristic method for auction based scheduling. | Shaheen Fatima, Mohamed Bahy Bader-El-Den |
| 2010 | EUROGP | Genetic Programming for Auction Based Scheduling. | Mohamed Bahy Bader-El-Den, Shaheen Fatima |
| 2009 | CEC | Grammar-based genetic programming for timetabling. | Mohamed Bahy Bader-El-Den, Riccardo Poli |
| 2009 | IJCCI | Evolving Effective Bidding Functions for Auction based Resource Allocation Framework. | Mohamed Bahy Bader-El-Den, Shaheen Fatima |
| 2008 | CEC | Analysis and extension of the Inc* on the satisfiability testing problem. | Mohamed Bahy Bader-El-Den, Riccardo Poli |
| 2008 | GECCO | Evolving heuristics with genetic programming. | Mohamed Bahy Bader-El-Den, Riccardo Poli |
| 2007 | GECCO | A GP-based hyper-heuristic framework for evolving 3-SAT heuristics. | Mohamed Bahy Bader-El-Den, Riccardo Poli |