Majdi M. Mafarja

Orcid: 0000-0002-0387-8252

Affiliations:
  • Birzeit University, Birzeit, West Bank, Palestine


According to our database1, Majdi M. Mafarja authored at least 76 papers between 2011 and 2024.

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Bibliography

2024
A Binary Grey Wolf Optimizer with Mutation for Mining Association Rules.
Comput. Sci. J. Moldova, 2024

2023
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning.
Appl. Intell., August, 2023

RIME: A physics-based optimization.
Neurocomputing, May, 2023

Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer.
Biomed. Signal Process. Control., April, 2023

A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems.
J. Comput. Des. Eng., January, 2023

An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification.
Neural Comput. Appl., 2023

Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection.
Expert Syst. Appl., 2023

2022
A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making.
J. Comput. Sci., 2022

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., 2022

Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis.
J. Comput. Des. Eng., 2022

Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems.
J. Comput. Des. Eng., 2022

Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns.
Int. J. Intell. Syst., 2022

Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study.
Eng. Comput., 2022

Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems.
Expert Syst. Appl., 2022

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm.
Expert Syst. Appl., 2022

Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm.
Eng. Appl. Artif. Intell., 2022

Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis.
Comput. Biol. Medicine, 2022

Enhanced IoT Based IDS Driven by Binary Snake Optimizer for Feature Selection.
Proceedings of the Advances in Model and Data Engineering in the Digitalization Era, 2022

2021
A hybrid mine blast algorithm for feature selection problems.
Soft Comput., 2021

Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting.
Soft Comput., 2021

Evolutionary competitive swarm exploring optimal support vector machines and feature weighting.
Soft Comput., 2021

Whale Optimisation Algorithm for high-dimensional small-instance feature selection.
Int. J. Parallel Emergent Distributed Syst., 2021

Spatial bound whale optimization algorithm: an efficient high-dimensional feature selection approach.
Neural Comput. Appl., 2021

A bioinformatic variant fruit fly optimizer for tackling optimization problems.
Knowl. Based Syst., 2021

Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem.
Knowl. Based Syst., 2021

Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks.
Complex., 2021

Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease.
Comput. Biol. Medicine, 2021

Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis.
Comput. Biol. Medicine, 2021

Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation.
Comput. Biol. Medicine, 2021

Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation.
Comput. Biol. Medicine, 2021

Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning.
IEEE Access, 2021

Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis.
IEEE Access, 2021

Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems.
IEEE Access, 2021

A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems.
IEEE Access, 2021

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization.
IEEE Access, 2021

2020
Island artificial bee colony for global optimization.
Soft Comput., 2020

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification.
Neural Comput. Appl., 2020

An improved Dragonfly Algorithm for feature selection.
Knowl. Based Syst., 2020

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach.
Knowl. Inf. Syst., 2020

Augmented whale feature selection for IoT attacks: Structure, analysis and applications.
Future Gener. Comput. Syst., 2020

Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection.
Expert Syst. Appl., 2020

Time-varying hierarchical chains of salps with random weight networks for feature selection.
Expert Syst. Appl., 2020

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection.
Cogn. Comput., 2020

A dynamic locality multi-objective salp swarm algorithm for feature selection.
Comput. Ind. Eng., 2020

Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations.
IEEE Access, 2020

2019
Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems.
Proceedings of the Nature-Inspired Optimizers, 2019

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection.
Proceedings of the Nature-Inspired Optimizers, 2019

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks.
Proceedings of the Nature-Inspired Optimizers, 2019

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines.
Proceedings of the Nature-Inspired Optimizers, 2019

Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering.
Proceedings of the Nature-Inspired Optimizers, 2019

Island flower pollination algorithm for global optimization.
J. Supercomput., 2019

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection.
Soft Comput., 2019

An evolutionary gravitational search-based feature selection.
Inf. Sci., 2019

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., 2019

An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks.
Inf. Fusion, 2019

Harris hawks optimization: Algorithm and applications.
Future Gener. Comput. Syst., 2019

Iterated feature selection algorithms with layered recurrent neural network for software fault prediction.
Expert Syst. Appl., 2019

Binary grasshopper optimisation algorithm approaches for feature selection problems.
Expert Syst. Appl., 2019

Evolving neural networks using bird swarm algorithm for data classification and regression applications.
Clust. Comput., 2019

Flow shop scheduling with blocking using modified harmony search algorithm with neighboring heuristics methods.
Appl. Soft Comput., 2019

2018
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems.
Knowl. Based Syst., 2018

Binary dragonfly optimization for feature selection using time-varying transfer functions.
Knowl. Based Syst., 2018

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems.
Knowl. Based Syst., 2018

Whale optimization approaches for wrapper feature selection.
Appl. Soft Comput., 2018

Asynchronous accelerating multi-leader salp chains for feature selection.
Appl. Soft Comput., 2018

Rank based binary particle swarm optimisation for feature selection in classification.
Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

Feature selection using binary particle swarm optimization with time varying inertia weight strategies.
Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

Training neural networks using Salp Swarm Algorithm for pattern classification.
Proceedings of the 2nd International Conference on Future Networks and Distributed Systems, 2018

2017
Hybrid Whale Optimization Algorithm with simulated annealing for feature selection.
Neurocomputing, 2017

S-Shaped vs. V-Shaped Transfer Functions for Antlion Optimization Algorithm in Feature Selection Problems.
CoRR, 2017

S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem.
Proceedings of the International Conference on Future Networks and Distributed Systems, 2017

2015
A fuzzy record-to-record travel algorithm for solving rough set attribute reduction.
Int. J. Syst. Sci., 2015

2014
Fuzzy Modified Great Deluge Algorithm for Attribute Reduction.
Proceedings of the Recent Advances on Soft Computing and Data Mining, 2014

2013
Investigating memetic algorithm in solving rough set attribute reduction.
Int. J. Comput. Appl. Technol., 2013

Comparison between Record to Record Travel and Great Deluge Attribute Reduction Algorithms for Classification Problem.
Proceedings of the Soft Computing Applications and Intelligent Systems, 2013

2011
Modified great deluge for attribute reduction in rough set theory.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011


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