Majdi M. Mafarja

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 66

Top Topics

Optimization Algorithm

Feature Selection

Population Dynamics

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Comput. Biol. Medicine

Publications

Kamel Eddine Heraguemi, Nadjet Kamel, Majdi M. Mafarja
A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules. Comput. Sci. J. Moldova 32 (1) (2024)
Hang Su, Dong Zhao, Ali Asghar Heidari, Lei Liu, Xiaoqin Zhang, Majdi M. Mafarja, Huiling Chen
RIME: A physics-based optimization. Neurocomputing 532 (2023)
Hang Su, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Zhangze Xu, Fahd S. Alotaibi, Majdi M. Mafarja, Huiling Chen
A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems. J. Comput. Des. Eng. 10 (1) (2023)
Lingxian Hou, Ruohe Li, Majdi M. Mafarja, Ali Asghar Heidari, Liping Liu, Congcong Jin, Shanshan Zhou, Huiling Chen, Zhennao Cai, Chengye Li
Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer. Biomed. Signal Process. Control. 82 (2023)
Majdi M. Mafarja, Thaer Thaher, Mohammed Azmi Al-Betar, Jingwei Too, Mohammed A. Awadallah, Iyad Abu Doush, Hamza Turabieh
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning. Appl. Intell. 53 (15) (2023)
Zhangze Xu, Ali Asghar Heidari, Fangjun Kuang, Ashraf Khalil, Majdi M. Mafarja, Siyang Zhang, Huiling Chen, Zhifang Pan
Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection. Expert Syst. Appl. 212 (2023)
Majdi M. Mafarja, Thaer Thaher, Jingwei Too, Hamouda Chantar, Hamza Turabieh, Essam H. Houssein, Marwa M. Emam
An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. Neural Comput. Appl. 35 (2) (2023)
Yi Chen, Mingjing Wang, Ali Asghar Heidari, Beibei Shi, Zhongyi Hu, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. Expert Syst. Appl. 194 (2022)
Zenglin Qiao, Weifeng Shan, Nan Jiang, Ali Asghar Heidari, Huiling Chen, Yuntian Teng, Hamza Turabieh, Majdi M. Mafarja
Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. Int. J. Intell. Syst. 37 (6) (2022)
Ayman A. El-Saleh, Thaer Thaher, Hamouda Chantar, Majdi M. Mafarja
Enhanced IoT Based IDS Driven by Binary Snake Optimizer for Feature Selection. MEDI Workshops (2022)
Helong Yu, Shimeng Qiao, Ali Asghar Heidari, Ayman A El-Saleh, Chunguang Bi, Majdi M. Mafarja, Zhennao Cai, Huiling Chen
Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis. J. Comput. Des. Eng. 9 (5) (2022)
Jianfu Xia, Zhifei Wang, Daqing Yang, Rizeng Li, Guoxi Liang, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Zhifang Pan
Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. Comput. Biol. Medicine 143 (2022)
Helong Yu, Jiuman Song, Chengcheng Chen, Ali Asghar Heidari, Jiawen Liu, Huiling Chen, Atef Zaguia, Majdi M. Mafarja
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm. Eng. Appl. Artif. Intell. 109 (2022)
Thaer Thaher, Hamouda Chantar, Jingwei Too, Majdi M. Mafarja, Hamza Turabieh, Essam H. Houssein
Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems. Expert Syst. Appl. 195 (2022)
Beibei Shi, Hua Ye, Ali Asghar Heidari, Long Zheng, Zhongyi Hu, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Peiliang Wu
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. 34 (8 Part A) (2022)
Shimeng Qiao, Helong Yu, Ali Asghar Heidari, Ayman A El-Saleh, Zhennao Cai, Xingmei Xu, Majdi M. Mafarja, Huiling Chen
Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems. J. Comput. Des. Eng. 9 (5) (2022)
Qian Zhang, Anran Huang, Lianyou Shao, Peiliang Wu, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen, Fahd S. Alotaibi, Majdi M. Mafarja, Jinsheng Ouyang
A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making. J. Comput. Sci. 65 (2022)
Songwei Zhao, Pengjun Wang, Xuehua Zhao, Hamza Turabieh, Majdi M. Mafarja, Huiling Chen
Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study. Eng. Comput. 38 (5) (2022)
Helong Yu, Jiawen Liu, Chengcheng Chen, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning. IEEE Access 9 (2021)
Zhangze Xu, Wenyong Gui, Ali Asghar Heidari, Guoxi Liang, Huiling Chen, Chengwen Wu, Hamza Turabieh, Majdi M. Mafarja
Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. IEEE Access 9 (2021)
Shubiao Wu, Peng Mao, Rizeng Li, Zhennao Cai, Ali Asghar Heidari, Jianfu Xia, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Xiaowei Chen
Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. Comput. Biol. Medicine 135 (2021)
Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25 (4) (2021)
Majdi M. Mafarja, Iyad Jaber, Sobhi Ahmed, Thaer Thaher
Whale Optimisation Algorithm for high-dimensional small-instance feature selection. Int. J. Parallel Emergent Distributed Syst. 36 (2) (2021)
Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25 (4) (2021)
Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Chengye Li, Jinsheng Ouyang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Jingye Pan
Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. Comput. Biol. Medicine 136 (2021)
Mohammed Alweshah, Saleh Alkhalaileh, Dheeb Albashish, Majdi M. Mafarja, Qusay Bsoul, Osama M. Dorgham
A hybrid mine blast algorithm for feature selection problems. Soft Comput. 25 (1) (2021)
Zhi Liu, Ardashir Mohammadzadeh, Hamza Turabieh, Majdi M. Mafarja, Shahab S. Band, Amir Mosavi
A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems. IEEE Access 9 (2021)
GuoChun Wang, Wenyong Gui, Guoxi Liang, Xuehua Zhao, Mingjing Wang, Majdi M. Mafarja, Hamza Turabieh, Junyi Xin, Huiling Chen, Xinsheng Ma
Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. Complex. 2021 (2021)
Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Chengye Li
Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease. Comput. Biol. Medicine 134 (2021)
Ruyi Dong, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Shengsheng Wang
Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. Knowl. Based Syst. 233 (2021)
Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access 9 (2021)
Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Jintao Ru, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Zhifang Pan
Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. Comput. Biol. Medicine 138 (2021)
Thaer Thaher, Majdi M. Mafarja, Hamza Turabieh, Pedro A. Castillo, Hossam Faris, Ibrahim Aljarah
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. IEEE Access 9 (2021)
Yi Fan, Pengjun Wang, Majdi M. Mafarja, Mingjing Wang, Xuehua Zhao, Huiling Chen
A bioinformatic variant fruit fly optimizer for tackling optimization problems. Knowl. Based Syst. 213 (2021)
Jingwei Too, Majdi M. Mafarja, Seyedali Mirjalili
Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach. Neural Comput. Appl. 33 (23) (2021)
Nabil Neggaz, Ahmed A. Ewees, Mohamed E. Abd Elaziz, Majdi M. Mafarja
Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection. Expert Syst. Appl. 145 (2020)
Mohammed A. Awadallah, Mohammed Azmi Al-Betar, Asaju La'aro Bolaji, Iyad Abu Doush, Abdelaziz I. Hammouri, Majdi M. Mafarja
Island artificial bee colony for global optimization. Soft Comput. 24 (17) (2020)
Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili
A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. 147 (2020)
Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. 62 (2) (2020)
Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili
Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. 140 (2020)
Hamouda Chantar, Majdi M. Mafarja, Hamad I. Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. Neural Comput. Appl. 32 (16) (2020)
Abdelaziz I. Hammouri, Majdi M. Mafarja, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush
An improved Dragonfly Algorithm for feature selection. Knowl. Based Syst. 203 (2020)
Majdi M. Mafarja, Ali Asghar Heidari, Maria Habib, Hossam Faris, Thaer Thaher, Ibrahim Aljarah
Augmented whale feature selection for IoT attacks: Structure, analysis and applications. Future Gener. Comput. Syst. 112 (2020)
Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. 12 (1) (2020)
Chao Ma, Ardashir Mohammadzadeh, Hamza Turabieh, Majdi M. Mafarja, Shahab S. Band, Amir Mosavi
Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations. IEEE Access 8 (2020)
Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. 117 (2019)
Majdi M. Mafarja, Seyedali Mirjalili
Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection. Soft Comput. 23 (15) (2019)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Abdelaziz I. Hammouri, Majdi M. Mafarja, Zaid Abdi Alkareem Alyasseri
Island flower pollination algorithm for global optimization. J. Supercomput. 75 (8) (2019)
Hamza Turabieh, Majdi M. Mafarja, Seyedali Mirjalili
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. 6 (6) (2019)
Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja
Evolving neural networks using bird swarm algorithm for data classification and regression applications. Clust. Comput. 22 (4) (2019)
Hamza Turabieh, Majdi M. Mafarja, Xiaodong Li
Iterated feature selection algorithms with layered recurrent neural network for software fault prediction. Expert Syst. Appl. 122 (2019)
Hossam Faris, Ala' M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi M. Mafarja, Mohammad A. Hassonah, Hamido Fujita
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. Inf. Fusion 48 (2019)
Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita
An evolutionary gravitational search-based feature selection. Inf. Sci. 497 (2019)
Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen
Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. 97 (2019)
Iyad Abu Doush, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Eugene Santos, Abdelaziz I. Hammouri, Majdi M. Mafarja, Zainab AlMeraj
Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods. Appl. Soft Comput. 85 (2019)
Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. 154 (2018)
Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili
Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. 71 (2018)
Majdi M. Mafarja, Seyedali Mirjalili
Whale optimization approaches for wrapper feature selection. Appl. Soft Comput. 62 (2018)
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili
Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. 161 (2018)
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. 145 (2018)
Majdi M. Mafarja, Nasser R. Sabar
Rank based binary particle swarm optimisation for feature selection in classification. ICFNDS (2018)
Majdi M. Mafarja, Radi Jarrar, Sobhi Ahmad, Ahmed A. Abusnaina
Feature selection using binary particle swarm optimization with time varying inertia weight strategies. ICFNDS (2018)
Ahmed A. Abusnaina, Sobhi Ahmad, Radi Jarrar, Majdi M. Mafarja
Training neural networks using Salp Swarm Algorithm for pattern classification. ICFNDS (2018)
Majdi M. Mafarja, Seyedali Mirjalili
Hybrid Whale Optimization Algorithm with simulated annealing for feature selection. Neurocomputing 260 (2017)
Majdi M. Mafarja, Seyedali Mirjalili
S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems. CoRR (2017)
Majdi M. Mafarja, Derar Eleyan, Salwani Abdullah, Seyedali Mirjalili
S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem. ICFNDS (2017)
Majdi M. Mafarja, Salwani Abdullah
A fuzzy record-to-record travel algorithm for solving rough set attribute reduction. Int. J. Syst. Sci. 46 (3) (2015)
Majdi M. Mafarja, Salwani Abdullah
Fuzzy Modified Great Deluge Algorithm for Attribute Reduction. SCDM (2014)
Majdi M. Mafarja, Salwani Abdullah
Comparison between Record to Record Travel and Great Deluge Attribute Reduction Algorithms for Classification Problem. M-CAIT (2013)
Majdi M. Mafarja, Salwani Abdullah
Investigating memetic algorithm in solving rough set attribute reduction. Int. J. Comput. Appl. Technol. 48 (3) (2013)
Majdi M. Mafarja, Salwani Abdullah
Modified great deluge for attribute reduction in rough set theory. FSKD (2011)