A new decomposition-based NSGA-II for many-objective optimization M Elarbi, S Bechikh, A Gupta, LB Said, YS Ong IEEE transactions on systems, man, and cybernetics: systems 48 (7), 1191-1210, 2017 | 270 | 2017 |
Many-objective optimization using evolutionary algorithms: A survey S Bechikh, M Elarbi, L Ben Said Recent advances in evolutionary multi-objective optimization, 105-137, 2017 | 93 | 2017 |
Approximating complex Pareto fronts with predefined normal-boundary intersection directions M Elarbi, S Bechikh, CAC Coello, M Makhlouf, LB Said IEEE Transactions on Evolutionary Computation 24 (5), 809-823, 2019 | 38 | 2019 |
Multi-objective optimization: classical and evolutionary approaches M Elarbi, S Bechikh, L Ben Said, R Datta Recent advances in evolutionary multi-objective optimization, 1-30, 2017 | 36 | 2017 |
Code smell detection and identification in imbalanced environments S Boutaib, S Bechikh, F Palomba, M Elarbi, M Makhlouf, LB Said Expert Systems with Applications 166, 114076, 2021 | 35 | 2021 |
Solving combinatorial bi-level optimization problems using multiple populations and migration schemes R Said, M Elarbi, S Bechikh, L Ben Said Operational Research 22 (3), 1697-1735, 2022 | 22 | 2022 |
On the importance of isolated infeasible solutions in the many-objective constrained NSGA-III M Elarbi, S Bechikh, LB Said Knowledge-Based Systems 227, 104335, 2021 | 19 | 2021 |
On the importance of isolated solutions in constrained decomposition-based many-objective optimization M Elarbi, S Bechikh, LB Said Proceedings of the Genetic and Evolutionary Computation Conference, 561-568, 2017 | 14 | 2017 |
Discretization-based feature selection as a bilevel optimization problem R Said, M Elarbi, S Bechikh, CAC Coello, LB Said IEEE Transactions on Evolutionary Computation 27 (4), 893-907, 2022 | 11 | 2022 |
Practical applications in constrained evolutionary multi-objective optimization AK Sharma, R Datta, M Elarbi, B Bhattacharya, S Bechikh Recent advances in evolutionary multi-objective optimization, 159-179, 2017 | 9 | 2017 |
Uncertainty-wise software anti-patterns detection: a possibilistic evolutionary machine learning approach S Boutaib, M Elarbi, S Bechikh, CAC Coello, LB Said Applied Soft Computing 129, 109620, 2022 | 5 | 2022 |
Solving many-objective problems using targeted search directions M Elarbi, S Bechikh, LB Said, CC Hung Proceedings of the 31st Annual ACM Symposium on Applied Computing, 89-96, 2016 | 5 | 2016 |
Software anti-patterns detection under uncertainty using a possibilistic evolutionary approach S Boutaib, M Elarbi, S Bechikh, CC Hung, L Ben Said Genetic Programming: 24th European Conference, EuroGP 2021, Held as Part of …, 2021 | 4 | 2021 |
A Hybrid Evolutionary Algorithm with Heuristic Mutation for Multi-objective Bi-clustering S Bechikh, M Elarbi, CC Hung, S Hamdi, LB Said 2019 IEEE Congress on Evolutionary Computation (CEC), 2323-2330, 2019 | 4 | 2019 |
A bi-level evolutionary approach for the multi-label detection of smelly classes S Boutaib, M Elarbi, S Bechikh, F Palomba, LB Said Proceedings of the genetic and evolutionary computation conference companion …, 2022 | 2 | 2022 |
An Evolutionary Multi-objective Approach for Coordinating Supplier–Producer Conflict in Lot Sizing M Elarbi, C Elwadi, S Bechikh, Z Bahroun, LB Said International Journal of Information Technology & Decision Making 21 (02 …, 2022 | 2 | 2022 |
A possibilistic evolutionary approach to handle the uncertainty of software metrics thresholds in code smells detection S Boutaib, M Elarbi, S Bechikh, F Palomba, LB Said 2021 IEEE 21st International Conference on Software Quality, Reliability and …, 2021 | 2 | 2021 |
Evidential learning classifier system C Abdelkarim, L Rejeb, LB Said, M Elarbi Proceedings of the Genetic and Evolutionary Computation Conference Companion …, 2017 | 2 | 2017 |
Handling uncertainty in SBSE: a possibilistic evolutionary approach for code smells detection S Boutaib, M Elarbi, S Bechikh, F Palomba, LB Said Empirical Software Engineering 27 (6), 124, 2022 | 1 | 2022 |
Interval-based Cost-sensitive Classification Tree Induction as a Bi-level Optimization Problem R Said, M Elarbi, S Bechikh, CAC Coello, LB Said 2022 IEEE Congress on Evolutionary Computation (CEC), 1-8, 2022 | 1 | 2022 |