Modified great deluge for attribute reduction in rough set theory. - Majdi M. Mafarja; Salwani Abdullah (FSKD, 2011)

Comparison between Record to Record Travel and Great Deluge Attribute Reduction Algorithms for Classification Problem. - Majdi M. Mafarja; Salwani Abdullah (M-CAIT, 2013)

Investigating memetic algorithm in solving rough set attribute reduction. - Majdi M. Mafarja; Salwani Abdullah (Int. J. Comput. Appl. Technol., 2013)

Fuzzy Modified Great Deluge Algorithm for Attribute Reduction. - Majdi M. Mafarja; Salwani Abdullah (SCDM, 2014)

A fuzzy record-to-record travel algorithm for solving rough set attribute reduction. - Majdi M. Mafarja; Salwani Abdullah (Int. J. Syst. Sci., 2015)

S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem. - Majdi M. Mafarja; Derar Eleyan; Salwani Abdullah; Seyedali Mirjalili (ICFNDS, 2017)

S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems. - Majdi M. Mafarja; Seyedali Mirjalili (CoRR, 2017)

Hybrid Whale Optimization Algorithm with simulated annealing for feature selection. - Majdi M. Mafarja; Seyedali Mirjalili (Neurocomputing, 2017)

Training neural networks using Salp Swarm Algorithm for pattern classification. - Ahmed A. Abusnaina; Sobhi Ahmad; Radi Jarrar; Majdi M. Mafarja (ICFNDS, 2018)

Feature selection using binary particle swarm optimization with time varying inertia weight strategies. - Majdi M. Mafarja; Radi Jarrar; Sobhi Ahmad; Ahmed A. Abusnaina (ICFNDS, 2018)

Rank based binary particle swarm optimisation for feature selection in classification. - Majdi M. Mafarja; Nasser R. Sabar (ICFNDS, 2018)

Asynchronous accelerating multi-leader salp chains for feature selection. - Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Yong Zhang 016; Seyedali Mirjalili (Appl. Soft Comput., 2018)

Whale optimization approaches for wrapper feature selection. - Majdi M. Mafarja; Seyedali Mirjalili (Appl. Soft Comput., 2018)

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. - Hossam Faris; Majdi M. Mafarja; Ali Asghar Heidari; Ibrahim Aljarah; Ala' M. Al-Zoubi; Seyedali Mirjalili; Hamido Fujita (Knowl. Based Syst., 2018)

Binary dragonfly optimization for feature selection using time-varying transfer functions. - Majdi M. Mafarja; Ibrahim Aljarah; Ali Asghar Heidari; Hossam Faris; Philippe Fournier-Viger; Xiaodong Li 001; Seyedali Mirjalili (Knowl. Based Syst., 2018)

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. - Majdi M. Mafarja; Ibrahim Aljarah; Ali Asghar Heidari; Abdelaziz I. Hammouri; Hossam Faris; Ala' M. Al-Zoubi; Seyedali Mirjalili (Knowl. Based Syst., 2018)

Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods. - Iyad Abu Doush; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Eugene Santos; Abdelaziz I. Hammouri; Majdi M. Mafarja; Zainab AlMeraj (Appl. Soft Comput., 2019)

Evolving neural networks using bird swarm algorithm for data classification and regression applications. - Ibrahim Aljarah; Hossam Faris; Seyedali Mirjalili; Nailah Al-Madi; Alaa F. Sheta; Majdi M. Mafarja (Clust. Comput., 2019)

Binary grasshopper optimisation algorithm approaches for feature selection problems. - Majdi M. Mafarja; Ibrahim Aljarah; Hossam Faris; Abdelaziz I. Hammouri; Ala' M. Al-Zoubi; Seyedali Mirjalili (Expert Syst. Appl., 2019)

Iterated feature selection algorithms with layered recurrent neural network for software fault prediction. - Hamza Turabieh; Majdi M. Mafarja; Xiaodong Li 001 (Expert Syst. Appl., 2019)

Harris hawks optimization: Algorithm and applications. - Ali Asghar Heidari; Seyedali Mirjalili; Hossam Faris; Ibrahim Aljarah; Majdi M. Mafarja; Huiling Chen 001 (Future Gener. Comput. Syst., 2019)

An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. - Hossam Faris; Ala' M. Al-Zoubi; Ali Asghar Heidari; Ibrahim Aljarah; Majdi M. Mafarja; Mohammad A. Hassonah; Hamido Fujita (Inf. Fusion, 2019)

Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the Imputation of Missing Data for Internet of Medical Things Applications. - Hamza Turabieh; Majdi M. Mafarja; Seyedali Mirjalili (IEEE Internet Things J., 2019)

An evolutionary gravitational search-based feature selection. - Mohammad Taradeh; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Ibrahim Aljarah; Seyedali Mirjalili; Hamido Fujita (Inf. Sci., 2019)

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection. - Majdi M. Mafarja; Seyedali Mirjalili (Soft Comput., 2019)

Island flower pollination algorithm for global optimization. - Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Iyad Abu Doush; Abdelaziz I. Hammouri; Majdi M. Mafarja; Zaid Abdi Alkareem Alyasseri (J. Supercomput., 2019)

Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. - Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili (Nature-Inspired Optimizers, 2019)

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. - Hossam Faris; Seyedali Mirjalili; Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari (Nature-Inspired Optimizers, 2019)

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. - Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili; Ibrahim Aljarah; Majdi M. Mafarja (Nature-Inspired Optimizers, 2019)

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. - Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili; Ibrahim Aljarah (Nature-Inspired Optimizers, 2019)

Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. - Seyedali Mirjalili; Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris (Nature-Inspired Optimizers, 2019)

Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations. - Chao Ma 021; Ardashir Mohammadzadeh; Hamza Turabieh; Majdi M. Mafarja; Shahab S. Band; Amir Mosavi (IEEE Access, 2020)

A dynamic locality multi-objective salp swarm algorithm for feature selection. - Ibrahim Aljarah; Maria Habib; Hossam Faris; Nailah Al-Madi; Ali Asghar Heidari; Majdi M. Mafarja; Mohamed E. Abd Elaziz; Seyedali Mirjalili (Comput. Ind. Eng., 2020)

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. - Majdi M. Mafarja; Asma Qasem; Ali Asghar Heidari; Ibrahim Aljarah; Hossam Faris; Seyedali Mirjalili (Cogn. Comput., 2020)

Time-varying hierarchical chains of salps with random weight networks for feature selection. - Hossam Faris; Ali Asghar Heidari; Ala' M. Al-Zoubi; Majdi M. Mafarja; Ibrahim Aljarah; Mohammed Eshtay; Seyedali Mirjalili (Expert Syst. Appl., 2020)

Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection. - Nabil Neggaz; Ahmed A. Ewees; Mohamed E. Abd Elaziz; Majdi M. Mafarja (Expert Syst. Appl., 2020)

Augmented whale feature selection for IoT attacks: Structure, analysis and applications. - Majdi M. Mafarja; Ali Asghar Heidari; Maria Habib; Hossam Faris; Thaer Thaher; Ibrahim Aljarah (Future Gener. Comput. Syst., 2020)

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. - Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili (Knowl. Inf. Syst., 2020)

An improved Dragonfly Algorithm for feature selection. - Abdelaziz I. Hammouri; Majdi M. Mafarja; Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Iyad Abu Doush (Knowl. Based Syst., 2020)

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. - Hamouda Chantar 001; Majdi M. Mafarja; Hamad I. Alsawalqah; Ali Asghar Heidari; Ibrahim Aljarah; Hossam Faris (Neural Comput. Appl., 2020)

Island artificial bee colony for global optimization. - Mohammed A. Awadallah 001; Mohammed Azmi Al-Betar; Asaju La'aro Bolaji; Iyad Abu Doush; Abdelaziz I. Hammouri; Majdi M. Mafarja (Soft Comput., 2020)

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. - Ibrahim Aljarah; Hossam Faris; Ali Asghar Heidari; Majdi M. Mafarja; Ala' M. Al-Zoubi; Pedro A. Castillo; Juan Julián Merelo Guervós (IEEE Access, 2021)

A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems. - Zhi Liu; Ardashir Mohammadzadeh; Hamza Turabieh; Majdi M. Mafarja; Shahab S. Band; Amir Mosavi (IEEE Access, 2021)

Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. - Thaer Thaher; Majdi M. Mafarja; Hamza Turabieh; Pedro A. Castillo; Hossam Faris; Ibrahim Aljarah (IEEE Access, 2021)

Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. - Zhangze Xu; Wenyong Gui; Ali Asghar Heidari; Guoxi Liang; Huiling Chen 001; Chengwen Wu; Hamza Turabieh; Majdi M. Mafarja (IEEE Access, 2021)

Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning. - Helong Yu; Jiawen Liu; Chengcheng Chen; Ali Asghar Heidari; Qian Zhang 049; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh (IEEE Access, 2021)

Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. - Lei Liu 048; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Chengye Li; Jinsheng Ouyang; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh; Jingye Pan (Comput. Biol. Medicine, 2021)

Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. - Lei Liu 048; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Jintao Ru; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh; Zhifang Pan (Comput. Biol. Medicine, 2021)

Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. - Shubiao Wu; Peng Mao; Rizeng Li; Zhennao Cai; Ali Asghar Heidari; Jianfu Xia; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh; Xiaowei Chen (Comput. Biol. Medicine, 2021)

Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease. - Songwei Zhao; Pengjun Wang; Ali Asghar Heidari; Huiling Chen 001; Hamza Turabieh; Majdi M. Mafarja; Chengye Li (Comput. Biol. Medicine, 2021)

Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. - Guochun Wang; Wenyong Gui; Guoxi Liang; Xuehua Zhao; Mingjing Wang; Majdi M. Mafarja; Hamza Turabieh; Junyi Xin; Huiling Chen 001; Xinsheng Ma (Complex., 2021)

Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. - Ruyi Dong; Huiling Chen 001; Ali Asghar Heidari; Hamza Turabieh; Majdi M. Mafarja; Shengsheng Wang 001 (Knowl. Based Syst., 2021)

A bioinformatic variant fruit fly optimizer for tackling optimization problems. - Yi Fan; Pengjun Wang; Majdi M. Mafarja; Mingjing Wang; Xuehua Zhao; Huiling Chen 001 (Knowl. Based Syst., 2021)

Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach. - Jingwei Too; Majdi M. Mafarja; Seyedali Mirjalili (Neural Comput. Appl., 2021)

Whale Optimisation Algorithm for high-dimensional small-instance feature selection. - Majdi M. Mafarja; Iyad Jaber; Sobhi Ahmed; Thaer Thaher (Int. J. Parallel Emergent Distributed Syst., 2021)

Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. - Ala' M. Al-Zoubi; Mohammad A. Hassonah; Ali Asghar Heidari; Hossam Faris; Majdi M. Mafarja; Ibrahim Aljarah (Soft Comput., 2021)

Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. - Ala' M. Al-Zoubi; Mohammad A. Hassonah; Ali Asghar Heidari; Hossam Faris; Majdi M. Mafarja; Ibrahim Aljarah (Soft Comput., 2021)

A hybrid mine blast algorithm for feature selection problems. - Mohammed Alweshah; Saleh Alkhalaileh; Dheeb Albashish; Majdi M. Mafarja; Qusay Bsoul; Osama M. Dorgham (Soft Comput., 2021)

Enhanced IoT Based IDS Driven by Binary Snake Optimizer for Feature Selection. - Ayman A. El-Saleh; Thaer Thaher; Hamouda Chantar 001; Majdi M. Mafarja (MEDI Workshops, 2022)

Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. - Jianfu Xia; Zhifei Wang; Daqing Yang; Rizeng Li; Guoxi Liang; Huiling Chen 001; Ali Asghar Heidari; Hamza Turabieh; Majdi M. Mafarja; Zhifang Pan (Comput. Biol. Medicine, 2022)

Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm. - Helong Yu; Jiuman Song; Chengcheng Chen; Ali Asghar Heidari; Jiawen Liu; Huiling Chen 001; Atef Zaguia; Majdi M. Mafarja (Eng. Appl. Artif. Intell., 2022)

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. - Yi Chen 023; Mingjing Wang; Ali Asghar Heidari; Beibei Shi; Zhongyi Hu 001; Qian Zhang 049; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh (Expert Syst. Appl., 2022)

Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems. - Thaer Thaher; Hamouda Chantar 001; Jingwei Too; Majdi M. Mafarja; Hamza Turabieh; Essam H. Houssein (Expert Syst. Appl., 2022)

Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study. - Songwei Zhao; Pengjun Wang; Xuehua Zhao; Hamza Turabieh; Majdi M. Mafarja; Huiling Chen 001 (Eng. Comput., 2022)

Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. - Zenglin Qiao; Weifeng Shan; Nan Jiang 013; Ali Asghar Heidari; Huiling Chen 001; Yuntian Teng; Hamza Turabieh; Majdi M. Mafarja (Int. J. Intell. Syst., 2022)

Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems. - Shimeng Qiao; Helong Yu; Ali Asghar Heidari; Ayman A. El-Saleh; Zhennao Cai; Xingmei Xu; Majdi M. Mafarja; Huiling Chen 001 (J. Comput. Des. Eng., 2022)

Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis. - Helong Yu; Shimeng Qiao; Ali Asghar Heidari; Ayman A. El-Saleh; Chunguang Bi; Majdi M. Mafarja; Zhennao Cai; Huiling Chen 001 (J. Comput. Des. Eng., 2022)

Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization. - Beibei Shi; Hua Ye; Ali Asghar Heidari; Long Zheng; Zhongyi Hu 001; Huiling Chen 001; Hamza Turabieh; Majdi M. Mafarja; Peiliang Wu (J. King Saud Univ. Comput. Inf. Sci., 2022)

A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making. - Qian Zhang 049; Anran Huang; Lianyou Shao; Peiliang Wu; Ali Asghar Heidari; Zhennao Cai; Guoxi Liang; Huiling Chen 001; Fahd Saleh Alotaibi; Majdi M. Mafarja; Jinsheng Ouyang (J. Comput. Sci., 2022)

Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection. - Zhangze Xu; Ali Asghar Heidari; Fangjun Kuang; Ashraf Khalil; Majdi M. Mafarja; Siyang Zhang; Huiling Chen 001; Zhifang Pan (Expert Syst. Appl., 2023)

An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. - Majdi M. Mafarja; Thaer Thaher; Jingwei Too; Hamouda Chantar 001; Hamza Turabieh; Essam H. Houssein; Marwa M. Emam (Neural Comput. Appl., 2023)

A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems. - Hang Su; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Zhangze Xu; Fahd Saleh Alotaibi; Majdi M. Mafarja; Huiling Chen 001 (J. Comput. Des. Eng., 2023)

Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer. - Lingxian Hou; Ruohe Li; Majdi M. Mafarja; Ali Asghar Heidari; Liping Liu; Congcong Jin; Shanshan Zhou; Huiling Chen 001; Zhennao Cai; Chengye Li (Biomed. Signal Process. Control., 2023)

RIME: A physics-based optimization. - Hang Su; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Xiaoqin Zhang 002; Majdi M. Mafarja; Huiling Chen 001 (Neurocomputing, 2023)

Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning. - Majdi M. Mafarja; Thaer Thaher; Mohammed Azmi Al-Betar; Jingwei Too; Mohammed A. Awadallah 001; Iyad Abu Doush; Hamza Turabieh (Appl. Intell., 2023)

A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules. - Kamel Eddine Heraguemi; Nadjet Kamel; Majdi M. Mafarja (Comput. Sci. J. Moldova, 2024)