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Majdi Mafarja
Majdi Mafarja
Associate Professor of Computer Science, Birzeit University
Verified email at birzeit.edu - Homepage
Title
Cited by
Cited by
Year
Harris hawks optimization: Algorithm and applications
AA Heidari, S Mirjalili, H Faris, I Aljarah, M Mafarja, H Chen
Future generation computer systems 97, 849-872, 2019
39282019
Hybrid whale optimization algorithm with simulated annealing for feature selection
MM Mafarja, S Mirjalili
Neurocomputing 260, 302-312, 2017
11022017
Whale Optimization Approaches for Wrapper Feature Selection
M Mafarja, S Mirjalili
Applied Soft Computing 62, 441 - 453, 2017
7282017
An efficient binary salp swarm algorithm with crossover scheme for feature selection problems
H Faris, MM Mafarja, AA Heidari, I Aljarah, AZ Ala’m, S Mirjalili, H Fujita
Knowledge-Based Systems 154, 43-67, 2018
5832018
Evolutionary population dynamics and grasshopper optimization approaches for feature selection problems
M Mafarja, I Aljarah, AA Heidari, AI Hammouri, H Faris, AZ Ala’M, ...
Knowledge-Based Systems 145, 25-45, 2018
4072018
Binary grasshopper optimisation algorithm approaches for feature selection problems
M Mafarja, I Aljarah, H Faris, AI Hammouri, AZ Ala’M, S Mirjalili
Expert Systems with Applications 117, 267-286, 2019
3862019
Binary dragonfly optimization for feature selection using time-varying transfer functions
M Mafarja, I Aljarah, AA Heidari, H Faris, P Fournier-Viger, X Li, S Mirjalili
Knowledge-Based Systems 161, 185-204, 2018
3632018
An intelligent system for spam detection and identification of the most relevant features based on evolutionary random weight networks
H Faris, AZ Ala’M, AA Heidari, I Aljarah, M Mafarja, MA Hassonah, ...
Information Fusion 48, 67-83, 2019
2642019
Binary dragonfly algorithm for feature selection
MM Mafarja, D Eleyan, I Jaber, A Hammouri, S Mirjalili
2017 International conference on new trends in computing sciences (ICTCS), 12-17, 2017
2162017
An evolutionary gravitational search-based feature selection
M Taradeh, M Mafarja, AA Heidari, H Faris, I Aljarah, S Mirjalili, H Fujita
Information Sciences 497, 219-239, 2019
2062019
Asynchronous accelerating multi-leader salp chains for feature selection
I Aljarah, M Mafarja, AA Heidari, H Faris, Y Zhang, S Mirjalili
Applied Soft Computing 71, 964-979, 2018
1982018
Boosting salp swarm algorithm by sine cosine algorithm and disrupt operator for feature selection
N Neggaz, AA Ewees, M Abd Elaziz, M Mafarja
Expert Systems with Applications 145, 113103, 2020
1652020
Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks
AA Heidari, H Faris, S Mirjalili, I Aljarah, M Mafarja
Nature-Inspired Optimizers, 23-46, 2019
1652019
Hybrid Binary Ant Lion Optimizer with Rough Set and Approximate Entropy Reducts for Feature Selection
M Mafarja, S Mirjalili
Soft Computing, 2018
1622018
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification
H Chantar, M Mafarja, H Alsawalqah, AA Heidari, I Aljarah, H Faris
Neural Computing and Applications 32, 12201-12220, 2020
1582020
Iterated Feature Selection Algorithms with Layered Recurrent Neural Network for Software Fault Prediction
H Turabieh, M Mafarja, X Li
Expert Systems with Applications 122, 27-42, 2018
1572018
Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines
H Faris, S Mirjalili, I Aljarah, M Mafarja, AA Heidari
Nature-Inspired Optimizers, 185-199, 2019
1562019
RIME: A physics-based optimization
H Su, D Zhao, AA Heidari, L Liu, X Zhang, M Mafarja, H Chen
Neurocomputing 532, 183-214, 2023
1552023
An improved dragonfly algorithm for feature selection
AI Hammouri, M Mafarja, MA Al-Betar, MA Awadallah, I Abu-Doush
Knowledge-based systems 203, 106131, 2020
1552020
Efficient hybrid nature-inspired binary optimizers for feature selection
M Mafarja, A Qasem, AA Heidari, I Aljarah, H Faris, S Mirjalili
Cognitive Computation 12, 150-175, 2020
1312020
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