| Issue Date | Title | Author(s) |
| 2013 | Ant colony optimization based feature selection in rough set theory | Mafarja, Majdi; Eleyan, Derar |
| 25-Jul-2018 | Asynchronous accelerating multi-leader salp chains for feature selection | Aljarah, Ibrahim; Mafarja, Majdi; Heidari, Ali Asghar; Faris, Hossam; Zhang, Yong; Mirjalili, Seyedali |
| 13-Oct-2017 | Binary dragonfly algorithm for feature selection | Mafarja, Majdi; Jaber, Iyad; Eleyan, Derar; Hammouri, Abdelaziz; Mirjalili, Seyedali |
| 11-Nov-2011 | Comparison between record to record travel and great deluge attribute reduction algorithms for classification problem | Mafarja, Majdi; Abdullah, Salwani |
| 9-May-2018 | An efficient binary salp swarm algorithm with crossover scheme for feature selection problems | Faris, Hossam; Mafarja, Majdi; Heidari, Ali Asghar; Aljarah, Ibrahim; Al-Zoubi, Ala’ M.; Mirjalili, Seyedali; Fujita, Hamido |
| 30-Dec-2017 | Evolutionary population dynamics and grasshopper optimization approaches for feature selection problems | Mafarja, Majdi; Aljarah, Ibrahim; Heidari, Ali Asghar; Hammouri, Abdelaziz; Faris, Hossam; Al-Zoubi, Ala; Mirjalili, Seyedali |
| 26-Jun-2018 | Feature selection using binary particle swarm optimization with time varying inertia weight strategies | Mafarja, Majdi; Jarrar, Radi; Ahmad, Sobhi; Abusnaina, Ahmed A. |
| 24-Mar-2018 | Feature selection using salp swarm algorithm with chaos | Ahmad, Subhi; Mafarja, Majdi; Faris, Hossam; Aljarah, Ibrahim |
| Jan-2014 | Fuzzy modified great deluge algorithm for attribute reduction | Mafarja, Majdi; Abdullah, Salwani |
| 2015 | Fuzzy population-based meta-heuristic approaches for attribute reduction in rough set theory | Mafarja, Majdi; Abdullah, Salwani; Jaddi, Najmeh S. |
| 2013 | A fuzzy record-to-record travel algorithm for solving rough set attribute reduction | Mafarja, Majdi; Abdullah, Salwani |
| 9-Jun-2018 | Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection | Mafarja, Majdi; Mirjalili, Seyedali |
| 10-May-2017 | Hybrid whale optimization algorithm with simulated annealing for feature selection | Mafarja, Majdi; Mirjalili, Seyedali |
| 2013 | Investigating memetic algorithm in solving rough set attribute reduction | Mafarja, Majdi; Abdullah, Salwani |
| 26-Jun-2018 | Rank based binary particle swarm optimisation for feature selection in classification | Mafarja, Majdi; Sabar, Nasser R. |
| 2013 | Record-to-Record Travel Algorithm for Attribute Reduction in Rough Set Theory | Mafarja, Majdi; Abdullah, Salwani |
| 19-Jul-2017 | S-shaped vs. V-shaped transfer functions for ant lion optimization algorithm in feature selection problem | Mafarja, Majdi; Eleyan, Derar; Abdullah, Salwani; Mirjalili, Seyedali |
| 26-Jun-2018 | Training neural networks using salp swarm algorithm for pattern classification | Abusnaina, Ahmed A.; Ahmed, Sobhi; Jarrar, Radi; Mafarja, Majdi |
| 1-Nov-2017 | Whale optimization approaches for wrapper feature selection | Mafarja, Majdi; Mirjalili, Seyedali |