| Initialization of metaheuristics: comprehensive review, critical analysis, and research directions M Sarhani, S Voß, R Jovanovic International Transactions in Operational Research 30 (6), 3361-3397, 2023 | 50 | 2023 |
| Intelligent system based support vector regression for supply chain demand forecasting M Sarhani, A El Afia 2014 second world conference on complex systems (WCCS), 79-83, 2014 | 44 | 2014 |
| Review of transit data sources: potentials, challenges and complementarity L Ge, M Sarhani, S Voß, L Xie Sustainability 13 (20), 11450, 2021 | 41 | 2021 |
| Investigation of hidden markov model for the tuning of metaheuristics in airline scheduling problems O Aoun, M Sarhani, A El Afia IFAC-PapersOnLine 49 (3), 347-352, 2016 | 40 | 2016 |
| Electric Load Forecasting Using Hybrid Machine Learning Approach Incorporating Feature Selection. M Sarhani, A El Afia BDCA, 1-7, 2015 | 40 | 2015 |
| Hidden markov model classifier for the adaptive particle swarm optimization O Aoun, M Sarhani, AE Afia Recent developments in metaheuristics, 1-15, 2018 | 32 | 2018 |
| Hidden markov model control of inertia weight adaptation for Particle swarm optimization A El Afia, M Sarhani, O Aoun IFAC-PapersOnLine 50 (1), 9997-10002, 2017 | 23 | 2017 |
| Facing the feature selection problem with a binary PSO-GSA approach M Sarhani, AE Afia, R Faizi Recent developments in metaheuristics, 447-462, 2018 | 20 | 2018 |
| Applications of real-time data to reduce air emissions in maritime ports P Cammin, M Sarhani, L Heilig, S Voß International Conference on Human-Computer Interaction, 31-48, 2020 | 18 | 2020 |
| Particle swarm optimisation with population size and acceleration coefficients adaptation using hidden Markov model state classification O Aoun, M Sarhani, AE Afia International Journal of Metaheuristics 7 (1), 1-29, 2018 | 17 | 2018 |
| Feature selection and parameter optimization of support vector regression for electric load forecasting M Sarhani, A El Afia 2016 International Conference on Electrical and Information Technologies …, 2016 | 16 | 2016 |
| Review of transit data sources: potentials, challenges and complementarity. Sustainability 13 (20): 11450 L Ge, M Sarhani, S Voß, L Xie | 15 | 2021 |
| Chunking and cooperation in particle swarm optimization for feature selection M Sarhani, S Voß Annals of Mathematics and Artificial Intelligence 90 (7), 893-913, 2022 | 13 | 2022 |
| Hybrid approach-based support vector machine for electric load forecasting incorporating feature selection M Sarhani, AE Afia, R Faizi International journal of big data intelligence 4 (3), 141-148, 2017 | 12 | 2017 |
| Simultaneous feature selection and parameter optimisation of support vector machine using adaptive particle swarm gravitational search algorithm M Sarhani, AE Afia International journal of metaheuristics 5 (1), 51-66, 2016 | 11 | 2016 |
| Forecasting demand with support vector regression technique combined with X13-ARIMA-SEATS method in the presence of calendar effect M Sarhani, A El Afia International Journal of Applied Logistics (IJAL) 5 (2), 74-86, 2014 | 11 | 2014 |
| Particle swarm optimization for model selection of aircraft maintenance predictive models A El Afia, M Sarhani Proceedings of the 2nd international Conference on Big Data, Cloud and …, 2017 | 10 | 2017 |
| Particle swarm optimization algorithm for solving airline crew scheduling problem O Ezzinbi, M Sarhani, A El Afia, Y Benadada 2014 International Conference on Logistics Operations Management, 52-56, 2014 | 9 | 2014 |
| A metaheuristic approach for solving the airline maintenance routing with aircraft on ground problem O Ezzinbi, M Sarhani, A El Afia, Y Benadada 2014 International Conference on Logistics Operations Management, 48-52, 2014 | 9 | 2014 |
| Forecasting demand with support vector regression technique incorporating feature selection in the presence of calendar effect M Sarhani, A El Afia Contemporary Approaches and Strategies for Applied Logistics, 302-316, 2018 | 8 | 2018 |
Abdellatif El AfiaFull Professor at University Mohammed V in RabatVerified email at ensias.um5.ac.ma