Majdi M. Mafarja

76 papers Journal 63Unranked 8

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules. Comput. Sci. J. Moldova Kamel Eddine Heraguemi, Nadjet Kamel, Majdi M. Mafarja
2023	J	`jnl`	A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems. J. Comput. Des. Eng. Hang Su, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Zhangze Xu, Fahd Saleh Alotaibi, Majdi M. Mafarja, Huiling Chen
2023	J	`jnl`	An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. Neural Comput. Appl. Majdi M. Mafarja, Thaer Thaher, Jingwei Too, Hamouda Chantar, Hamza Turabieh, Essam H. Houssein, Marwa M. Emam
2023	J	`jnl`	Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning. Appl. Intell. Majdi M. Mafarja, Thaer Thaher, Mohammed Azmi Al-Betar, Jingwei Too, Mohammed A. Awadallah, Iyad Abu Doush, Hamza Turabieh
2023	J	`jnl`	Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection. Expert Syst. Appl. Zhangze Xu, Ali Asghar Heidari, Fangjun Kuang, Ashraf Khalil, Majdi M. Mafarja, Siyang Zhang, Huiling Chen, Zhifang Pan
2023	J	`jnl`	Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer. Biomed. Signal Process. Control. Lingxian Hou, Ruohe Li, Majdi M. Mafarja, Ali Asghar Heidari, Liping Liu, Congcong Jin, Shanshan Zhou, Huiling Chen, Zhennao Cai, Chengye Li
2023	J	`jnl`	RIME: A physics-based optimization. Neurocomputing Hang Su, Dong Zhao, Ali Asghar Heidari, Lei Liu, Xiaoqin Zhang, Majdi M. Mafarja, Huiling Chen
2022	J	`jnl`	A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making. J. Comput. Sci. Qian Zhang, Anran Huang, Lianyou Shao, Peiliang Wu, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen, Fahd Saleh Alotaibi, Majdi M. Mafarja, Jinsheng Ouyang
2022	J	`jnl`	Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization. J. King Saud Univ. Comput. Inf. Sci. Beibei Shi, Hua Ye, Ali Asghar Heidari, Long Zheng, Zhongyi Hu, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Peiliang Wu
2022	J	`jnl`	Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems. Expert Syst. Appl. Thaer Thaher, Hamouda Chantar, Jingwei Too, Majdi M. Mafarja, Hamza Turabieh, Essam H. Houssein
2022	J	`jnl`	Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study. Eng. Comput. Songwei Zhao, Pengjun Wang, Xuehua Zhao, Hamza Turabieh, Majdi M. Mafarja, Huiling Chen
2022	—	`conf`	Enhanced IoT Based IDS Driven by Binary Snake Optimizer for Feature Selection. MEDI Workshops Ayman A. El-Saleh, Thaer Thaher, Hamouda Chantar, Majdi M. Mafarja
2022	J	`jnl`	Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. Int. J. Intell. Syst. Zenglin Qiao, Weifeng Shan, Nan Jiang, Ali Asghar Heidari, Huiling Chen, Yuntian Teng, Hamza Turabieh, Majdi M. Mafarja
2022	J	`jnl`	Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm. Eng. Appl. Artif. Intell. Helong Yu, Jiuman Song, Chengcheng Chen, Ali Asghar Heidari, Jiawen Liu, Huiling Chen, Atef Zaguia, Majdi M. Mafarja
2022	J	`jnl`	Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems. J. Comput. Des. Eng. Shimeng Qiao, Helong Yu, Ali Asghar Heidari, Ayman A. El-Saleh, Zhennao Cai, Xingmei Xu, Majdi M. Mafarja, Huiling Chen
2022	J	`jnl`	Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis. J. Comput. Des. Eng. Helong Yu, Shimeng Qiao, Ali Asghar Heidari, Ayman A. El-Saleh, Chunguang Bi, Majdi M. Mafarja, Zhennao Cai, Huiling Chen
2022	J	`jnl`	Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. Expert Syst. Appl. Yi Chen, Mingjing Wang, Ali Asghar Heidari, Beibei Shi, Zhongyi Hu, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
2022	J	`jnl`	Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. Comput. Biol. Medicine Jianfu Xia, Zhifei Wang, Daqing Yang, Rizeng Li, Guoxi Liang, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Zhifang Pan
2021	J	`jnl`	A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems. IEEE Access Zhi Liu, Ardashir Mohammadzadeh, Hamza Turabieh, Majdi M. Mafarja, Shahab S. Band, Amir Mosavi
2021	J	`jnl`	A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
2021	J	`jnl`	A bioinformatic variant fruit fly optimizer for tackling optimization problems. Knowl. Based Syst. Yi Fan, Pengjun Wang, Majdi M. Mafarja, Mingjing Wang, Xuehua Zhao, Huiling Chen
2021	J	`jnl`	A hybrid mine blast algorithm for feature selection problems. Soft Comput. Mohammed Alweshah, Saleh Alkhalaileh, Dheeb Albashish, Majdi M. Mafarja, Qusay Bsoul, Osama M. Dorgham
2021	J	`jnl`	Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. Comput. Biol. Medicine Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Chengye Li, Jinsheng Ouyang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Jingye Pan
2021	J	`jnl`	Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. Knowl. Based Syst. Ruyi Dong, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Shengsheng Wang
2021	J	`jnl`	Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning. IEEE Access Helong Yu, Jiawen Liu, Chengcheng Chen, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
2021	J	`jnl`	Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
2021	J	`jnl`	Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
2021	J	`jnl`	Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. Comput. Biol. Medicine Shubiao Wu, Peng Mao, Rizeng Li, Zhennao Cai, Ali Asghar Heidari, Jianfu Xia, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Xiaowei Chen
2021	J	`jnl`	Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease. Comput. Biol. Medicine Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Chengye Li
2021	J	`jnl`	Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. Comput. Biol. Medicine Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Jintao Ru, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Zhifang Pan
2021	J	`jnl`	Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach. Neural Comput. Appl. Jingwei Too, Majdi M. Mafarja, Seyedali Mirjalili
2021	J	`jnl`	Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. Complex. Guochun Wang, Wenyong Gui, Guoxi Liang, Xuehua Zhao, Mingjing Wang, Majdi M. Mafarja, Hamza Turabieh, Junyi Xin, Huiling Chen, Xinsheng Ma
2021	J	`jnl`	Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. IEEE Access Zhangze Xu, Wenyong Gui, Ali Asghar Heidari, Guoxi Liang, Huiling Chen, Chengwen Wu, Hamza Turabieh, Majdi M. Mafarja
2021	J	`jnl`	Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. IEEE Access Thaer Thaher, Majdi M. Mafarja, Hamza Turabieh, Pedro A. Castillo, Hossam Faris, Ibrahim Aljarah
2021	J	`jnl`	Whale Optimisation Algorithm for high-dimensional small-instance feature selection. Int. J. Parallel Emergent Distributed Syst. Majdi M. Mafarja, Iyad Jaber, Sobhi Ahmed, Thaer Thaher
2020	J	`jnl`	A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili
2020	J	`jnl`	An improved Dragonfly Algorithm for feature selection. Knowl. Based Syst. Abdelaziz I. Hammouri, Majdi M. Mafarja, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush
2020	J	`jnl`	Augmented whale feature selection for IoT attacks: Structure, analysis and applications. Future Gener. Comput. Syst. Majdi M. Mafarja, Ali Asghar Heidari, Maria Habib, Hossam Faris, Thaer Thaher, Ibrahim Aljarah
2020	J	`jnl`	Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection. Expert Syst. Appl. Nabil Neggaz, Ahmed A. Ewees, Mohamed E. Abd Elaziz, Majdi M. Mafarja
2020	J	`jnl`	Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
2020	J	`jnl`	Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
2020	J	`jnl`	Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. Neural Comput. Appl. Hamouda Chantar, Majdi M. Mafarja, Hamad I. Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris
2020	J	`jnl`	Island artificial bee colony for global optimization. Soft Comput. Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji, Iyad Abu Doush, Abdelaziz I. Hammouri, Majdi M. Mafarja
2020	J	`jnl`	Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations. IEEE Access Chao Ma, Ardashir Mohammadzadeh, Hamza Turabieh, Majdi M. Mafarja, Shahab S. Band, Amir Mosavi
2020	J	`jnl`	Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili
2019	J	`jnl`	An evolutionary gravitational search-based feature selection. Inf. Sci. Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita
2019	J	`jnl`	An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. Inf. Fusion Hossam Faris, Ala' M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi M. Mafarja, Mohammad A. Hassonah, Hamido Fujita
2019	—	`ch.`	Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. Nature-Inspired Optimizers Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja
2019	J	`jnl`	Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
2019	—	`ch.`	Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. Nature-Inspired Optimizers Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
2019	J	`jnl`	Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the Imputation of Missing Data for Internet of Medical Things Applications. IEEE Internet Things J. Hamza Turabieh, Majdi M. Mafarja, Seyedali Mirjalili
2019	J	`jnl`	Evolving neural networks using bird swarm algorithm for data classification and regression applications. Clust. Comput. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja
2019	J	`jnl`	Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods. Appl. Soft Comput. Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Eugene Santos, Abdelaziz I. Hammouri, Majdi M. Mafarja, Zainab AlMeraj
2019	—	`ch.`	Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. Nature-Inspired Optimizers Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris
2019	J	`jnl`	Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen
2019	J	`jnl`	Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection. Soft Comput. Majdi M. Mafarja, Seyedali Mirjalili
2019	J	`jnl`	Island flower pollination algorithm for global optimization. J. Supercomput. Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Abdelaziz I. Hammouri, Majdi M. Mafarja, Zaid Abdi Alkareem Alyasseri
2019	J	`jnl`	Iterated feature selection algorithms with layered recurrent neural network for software fault prediction. Expert Syst. Appl. Hamza Turabieh, Majdi M. Mafarja, Xiaodong Li
2019	—	`ch.`	Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. Nature-Inspired Optimizers Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
2019	—	`ch.`	Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. Nature-Inspired Optimizers Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari
2018	J	`jnl`	An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita
2018	J	`jnl`	Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili
2018	J	`jnl`	Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili
2018	J	`jnl`	Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
2018	—	`conf`	Feature selection using binary particle swarm optimization with time varying inertia weight strategies. ICFNDS Majdi M. Mafarja, Radi Jarrar, Sobhi Ahmad, Ahmed A. Abusnaina
2018	—	`conf`	Rank based binary particle swarm optimisation for feature selection in classification. ICFNDS Majdi M. Mafarja, Nasser R. Sabar
2018	—	`conf`	Training neural networks using Salp Swarm Algorithm for pattern classification. ICFNDS Ahmed A. Abusnaina, Sobhi Ahmad, Radi Jarrar, Majdi M. Mafarja
2018	J	`jnl`	Whale optimization approaches for wrapper feature selection. Appl. Soft Comput. Majdi M. Mafarja, Seyedali Mirjalili
2017	J	`jnl`	Hybrid Whale Optimization Algorithm with simulated annealing for feature selection. Neurocomputing Majdi M. Mafarja, Seyedali Mirjalili
2017	—	`conf`	S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem. ICFNDS Majdi M. Mafarja, Derar Eleyan, Salwani Abdullah, Seyedali Mirjalili
2017	J	`jnl`	S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems. CoRR Majdi M. Mafarja, Seyedali Mirjalili
2015	J	`jnl`	A fuzzy record-to-record travel algorithm for solving rough set attribute reduction. Int. J. Syst. Sci. Majdi M. Mafarja, Salwani Abdullah
2014	—	`conf`	Fuzzy Modified Great Deluge Algorithm for Attribute Reduction. SCDM Majdi M. Mafarja, Salwani Abdullah
2013	—	`conf`	Comparison between Record to Record Travel and Great Deluge Attribute Reduction Algorithms for Classification Problem. M-CAIT Majdi M. Mafarja, Salwani Abdullah
2013	J	`jnl`	Investigating memetic algorithm in solving rough set attribute reduction. Int. J. Comput. Appl. Technol. Majdi M. Mafarja, Salwani Abdullah
2011	—	`conf`	Modified great deluge for attribute reduction in rough set theory. FSKD Majdi M. Mafarja, Salwani Abdullah