Majdi Mafarja

16.8k citations

87 papers · 12.6k indexed · 11 hit papers · h-index 44

Artificial Intelligence top 0.05%
Computational Theory and Mathematics top 0.1%
Computer Vision and Pattern Recognition top 0.5%
Electrical and Electronic Engineering top 2%
Control and Systems Engineering top 0.5%

Co-authors: Seyedali Mirjalili Ali Asghar Heidari Ibrahim Aljarah Hossam Faris Huiling Chen Ala’ M. Al-Zoubi Hamza Turabieh Abdelaziz I. Hammouri
Topics: Metaheuristic Optimization Algorithms Research (50 papers)Evolutionary Algorithms and Applications (30 papers)Advanced Multi-Objective Optimization Algorithms (19 papers)
Cited by: Artificial Intelligence Computational Theory and Mathematics Computer Vision and Pattern Recognition
Journals: Scientific Reports Expert Systems with Applications Energy Conversion and Management
Partner nations: Palestinian Territory Saudi Arabia China

In The Last Decade

Majdi Mafarja

85 papers receiving 12.3k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Harris hawks optimization: Algorithm and applications

2019 4.5k citations Ali Asghar Heidari, Seyedali Mirjalili et al. profile →
Hybrid Whale Optimization Algorithm with simulated annealing for feature selection

2017 927 citations Majdi Mafarja, Seyedali Mirjalili Neurocomputing profile →
Whale optimization approaches for wrapper feature selection

2017 660 citations Majdi Mafarja, Seyedali Mirjalili profile →
RIME: A physics-based optimization

2023 594 citations Hang Su, Dong Zhao et al. Neurocomputing profile →
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

2018 545 citations Hossam Faris, Majdi Mafarja et al. Knowledge-Based Systems profile →
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

2017 353 citations Majdi Mafarja, Ibrahim Aljarah et al. Knowledge-Based Systems profile →
Binary grasshopper optimisation algorithm approaches for feature selection problems

2018 339 citations Majdi Mafarja, Ibrahim Aljarah et al. Expert Systems with Applications profile →
Binary dragonfly optimization for feature selection using time-varying transfer functions

2018 332 citations Majdi Mafarja, Ibrahim Aljarah et al. Knowledge-Based Systems profile →
Slime mould algorithm: a comprehensive review of recent variants and applications

2022 139 citations Huiling Chen, Majdi Mafarja et al. profile →
Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis

2022 80 citations Jianfu Xia, Zhifei Wang et al. Computers in Biology and Medicine profile →
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning

2023 61 citations Majdi Mafarja, Thaer Thaher et al. profile →

Peers

Countries citing papers authored by Majdi Mafarja

Since Specialization

Citations

This map shows the geographic impact of Majdi Mafarja's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Majdi Mafarja with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Majdi Mafarja more than expected).

Fields of papers citing papers by Majdi Mafarja

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Majdi Mafarja. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Majdi Mafarja. The network helps show where Majdi Mafarja may publish in the future.

Co-authorship network of co-authors of Majdi Mafarja

This figure shows the co-authorship network connecting the top 25 collaborators of Majdi Mafarja. A scholar is included among the top collaborators of Majdi Mafarja based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Majdi Mafarja. Majdi Mafarja is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Optimizing VGG16 deep learning model with enhanced hunger games search for logo classification 2024 ·Scientific Reports ·Mohammed Hussain,Thaer Thaher,Mohamed Basel Almourad,Majdi Mafarja	2
2	RIME: A physics-based optimizationbreakdown → 2023 ·Neurocomputing ·Hang Su,Dong Zhao,Ali Asghar Heidari,Lei Liu,Xiaoqin Zhang,Majdi Mafarja,Huiling Chen	594
3	Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer 2023 ·Biomedical Signal Processing and Control ·(unknown),(unknown),Majdi Mafarja,Ali Asghar Heidari,Liping Liu,Congcong Jin,Shanshan Zhou,Huiling Chen,Zhennao Cai,Chengye Li	9
4	Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosisbreakdown → 2022 ·Computers in Biology and Medicine ·Jianfu Xia,Zhifei Wang,Daqing Yang,(unknown),Guoxi Liang,Huiling Chen,Ali Asghar Heidari,Hamza Turabieh,Majdi Mafarja,Zhifang Pan	80
5	Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis 2021 ·IEEE Access ·(unknown),Wenyong Gui,Ali Asghar Heidari,Guoxi Liang,Huiling Chen,(unknown),Hamza Turabieh,Majdi Mafarja	8
6	Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem 2021 ·Knowledge-Based Systems ·(unknown),Huiling Chen,Ali Asghar Heidari,Hamza Turabieh,Majdi Mafarja,Shengsheng Wang	105
7	Gaussian bare‐bones gradient‐based optimization: Towards mitigating the performance concerns 2021 ·International Journal of Intelligent Systems ·(unknown),Weifeng Shan,Nan Jiang,Ali Asghar Heidari,Huiling Chen,(unknown),Hamza Turabieh,Majdi Mafarja	11
8	Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems 2021 ·IEEE Access ·Thaer Thaher,Majdi Mafarja,Hamza Turabieh,Pedro Á. Castillo,Hossam Faris,Ibrahim Aljarah	17
9	A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems 2021 ·IEEE Access ·(unknown),Ardashir Mohammadzadeh,Hamza Turabieh,Majdi Mafarja,Shahab S. Band,Amir Mosavi	110
10	A decomposition and multi-objective evolutionary optimization model for suspended sediment load prediction in rivers 2021 ·Engineering Applications of Computational Fluid Mechanics ·(unknown),Alireza Ghaemi,(unknown),Shahab S. Band,Kwok‐wing Chau,Atef Zaguia,Majdi Mafarja,Amir Mosavi	18
11	Diagnosis of Obstructive Sleep Apnea from ECG Signals Using Machine Learning and Deep Learning Classifiers 2021 ·Applied Sciences ·Alaa Sheta,Hamza Turabieh,Thaer Thaher,Jingwei Too,Majdi Mafarja,Md Shafaeat Hossain,Salim Surani	63
12	Metaphor-free dynamic spherical evolution for parameter estimation of photovoltaic modules 2021 ·Energy Reports ·Wei Zhou,Pengjun Wang,Ali Asghar Heidari,Xuehua Zhao,Hamza Turabieh,Majdi Mafarja,Huiling Chen	48
13	Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation 2021 ·Computers in Biology and Medicine ·Lei Liu,Dong Zhao,Fanhua Yu,Ali Asghar Heidari,(unknown),Huiling Chen,Majdi Mafarja,Hamza Turabieh,Zhifang Pan	78
14	An Enhanced Evolutionary Student Performance Prediction Model Using Whale Optimization Algorithm Boosted with Sine-Cosine Mechanism 2021 ·Applied Sciences ·Thaer Thaher,Atef Zaguia,(unknown),Majdi Mafarja,Hamouda Chantar,(unknown),Hamza Turabieh,Seyedali Mirjalili,Alaa Sheta	17
15	Solar radiation estimation in different climates with meteorological variables using Bayesian model averaging and new soft computing models 2021 ·Energy Reports ·Guodao Zhang,Shahab S. Band,Changhyun Jun,Sayed M. Bateni,Huan-Ming Chuang,Hamza Turabieh,Majdi Mafarja,Amir Mosavi,Massoud Moslehpour	29
16	Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations 2020 ·IEEE Access ·Chao Ma,Ardashir Mohammadzadeh,Hamza Turabieh,Majdi Mafarja,(unknown),Amir Mosavi	30
17	Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the Imputation of Missing Data for Internet of Medical Things Applications 2019 ·IEEE Internet of Things Journal ·Hamza Turabieh,Majdi Mafarja,Seyedali Mirjalili	29
18	An evolutionary gravitational search-based feature selection 2019 ·Information Sciences ·(unknown),Majdi Mafarja,Ali Asghar Heidari,Hossam Faris,Ibrahim Aljarah,Seyedali Mirjalili,Hamido Fujita	201
19	An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks 2018 ·Information Fusion ·Hossam Faris,Ala’ M. Al-Zoubi,Ali Asghar Heidari,Ibrahim Aljarah,Majdi Mafarja,Mohammad A. Hassonah,Hamido Fujita	213
20	Iterated feature selection algorithms with layered recurrent neural network for software fault prediction 2018 ·Expert Systems with Applications ·Hamza Turabieh,Majdi Mafarja,Xiaodong Li	122

About Majdi Mafarja

Majdi Mafarja is a scholar working on Artificial Intelligence, Computational Theory and Mathematics and Computer Vision and Pattern Recognition, having authored 87 papers that have together received 12.6k indexed citations. Recurring topics across this work include Metaheuristic Optimization Algorithms Research (50 papers), Evolutionary Algorithms and Applications (30 papers) and Advanced Multi-Objective Optimization Algorithms (19 papers). The work is most often cited by research in Artificial Intelligence (7.9k citations), Computational Theory and Mathematics (2.7k citations) and Computer Vision and Pattern Recognition (2.1k citations). Majdi Mafarja has collaborated with scholars based in Palestinian Territory, Saudi Arabia and China. Frequent co-authors include Seyedali Mirjalili, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Ala’ M. Al-Zoubi, Hamza Turabieh, Abdelaziz I. Hammouri, Hamido Fujita and Dong Zhao. Their work appears in journals such as Scientific Reports, Expert Systems with Applications and Energy Conversion and Management.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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