Majdi Mafarja

Majdi Mafarja

Birzeit University

H-index: 47

Asia-Palestinian Territory

About Majdi Mafarja

Majdi Mafarja, With an exceptional h-index of 47 and a recent h-index of 46 (since 2020), a distinguished researcher at Birzeit University, specializes in the field of Feature Selection, Machine Learning, Artificial Intelligence, Bio-inspired Algorithms, Metaheuristics.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules

A horizontal and vertical crossover cuckoo search: Optimizing performance for the engineering problems

Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer

Enhanced Gaussian bare-bones grasshopper optimization: mitigating the performance concerns for feature selection

Slime mould algorithm: a comprehensive review of recent variants and applications

An efficient high-dimensional feature selection approach driven by enhanced multi-strategy grey wolf optimizer for biological data classification

Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning

RIME: A physics-based optimization

Majdi Mafarja Information

University

Position

Associate Professor of Computer Science

Citations(all)

12422

Citations(since 2020)

12193

Cited By

3745

hIndex(all)

47

hIndex(since 2020)

46

i10Index(all)

82

i10Index(since 2020)

78

Email

University Profile Page

Birzeit University

Google Scholar

View Google Scholar Profile

Majdi Mafarja Skills & Research Interests

Feature Selection

Machine Learning

Artificial Intelligence

Bio-inspired Algorithms

Metaheuristics

Top articles of Majdi Mafarja

Title

Journal

Author(s)

Publication Date

A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules

Computer Science

KamelEddine Heraguemi

Nadjet Kamel

Majdi M Mafarja

2024

A horizontal and vertical crossover cuckoo search: Optimizing performance for the engineering problems

Journal of Computational Design and Engineering

Hang Su

Dong Zhao

Fanhua Yu

Ali Asghar Heidari

Zhangze Xu

...

2023/2

Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer

Biomedical Signal Processing and Control

Lingxian Hou

Ruohe Li

Majdi Mafarja

Ali Asghar Heidari

Liping Liu

...

2023/4/1

Enhanced Gaussian bare-bones grasshopper optimization: mitigating the performance concerns for feature selection

Expert Systems with Applications

Zhangze Xu

Ali Asghar Heidari

Fangjun Kuang

Ashraf Khalil

Majdi Mafarja

...

2023/2/1

Slime mould algorithm: a comprehensive review of recent variants and applications

Huiling Chen

Chenyang Li

Majdi Mafarja

Ali Asghar Heidari

Yi Chen

...

2023/1/2

An efficient high-dimensional feature selection approach driven by enhanced multi-strategy grey wolf optimizer for biological data classification

Neural Computing and Applications

Majdi Mafarja

Thaer Thaher

Jingwei Too

Hamouda Chantar

Hamza Turabieh

...

2022/10/4

Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning

Applied Intelligence

Majdi Mafarja

Thaer Thaher

Mohammed Azmi Al-Betar

Jingwei Too

Mohammed A Awadallah

...

2023/2/9

RIME: A physics-based optimization

Neurocomputing

Hang Su

Dong Zhao

Ali Asghar Heidari

Lei Liu

Xiaoqin Zhang

...

2023/5/1

Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization

Journal of King Saud University-Computer and Information Sciences

Beibei Shi

Hua Ye

Ali Asghar Heidari

Long Zheng

Zhongyi Hu

...

2021/10/1

Gaussian bare‐bones gradient‐based optimization: Towards mitigating the performance concerns

International Journal of Intelligent Systems

Zenglin Qiao

Weifeng Shan

Nan Jiang

Ali Asghar Heidari

Huiling Chen

...

2022/6

Enhanced IoT Based IDS Driven by Binary Snake Optimizer for Feature Selection

Ayman A El-Saleh

Thaer Thaher

Hamouda Chantar

Majdi Mafarja

2022/11/21

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm

Expert Systems with Applications

Yi Chen

Mingjing Wang

Ali Asghar Heidari

Beibei Shi

Zhongyi Hu

...

2022/1/12

A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making

Journal of Computational Science

Qian Zhang

Anran Huang

Lianyou Shao

Peiliang Wu

Ali Asghar Heidari

...

2022/11/1

Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis

Computers in Biology and Medicine

Jianfu Xia

Zhifei Wang

Daqing Yang

Rizeng Li

Guoxi Liang

...

2022/1/4

Laplace crossover and random replacement strategy boosted Harris hawks optimization: Performance optimization and analysis

Journal of Computational Design and Engineering

Helong Yu

Shimeng Qiao

Ali Asghar Heidari

Ayman A El-Saleh

Chunguang Bi

...

2022/10

Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm

Engineering Applications of Artificial Intelligence

Helong Yu

Jiuman Song

Chengcheng Chen

Ali Asghar Heidari

Jiawen Liu

...

2022/3/1

Individual disturbance and neighborhood mutation search enhanced whale optimization: Performance design for engineering problems

Journal of Computational Design and Engineering

Shimeng Qiao

Helong Yu

Ali Asghar Heidari

Ayman A El-Saleh

Zhennao Cai

...

2022/10

Random reselection particle swarm optimization for optimal design of solar photovoltaic modules

Energy

Yi Fan

Pengjun Wang

Ali Asghar Heidari

Huiling Chen

Majdi Mafarja

2022/1/15

Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems

Expert Systems with Applications

Thaer Thaher

Hamouda Chantar

Jingwei Too

Majdi Mafarja

Hamza Turabieh

...

2022/2/4

Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study

Engineering with Computers

Songwei Zhao

Pengjun Wang

Xuehua Zhao

Hamza Turabieh

Majdi Mafarja

...

2021/8/7

See List of Professors in Majdi Mafarja University(Birzeit University)

Co-Authors

H-index: 73
Dr. Mohamed Abd Elaziz

Dr. Mohamed Abd Elaziz

Zagazig University

H-index: 60
Philippe Fournier-Viger

Philippe Fournier-Viger

Harbin Institute of Technology

H-index: 58
Hossam Faris

Hossam Faris

University of Jordan

H-index: 56
Ibrahim Aljarah

Ibrahim Aljarah

University of Jordan

H-index: 52
Jin Song Dong

Jin Song Dong

National University of Singapore

H-index: 37
Salwani Abdullah

Salwani Abdullah

Universiti Kebangsaan Malaysia

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