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 | 4632 | 2019 |
Hybrid whale optimization algorithm with simulated annealing for feature selection MM Mafarja, S Mirjalili Neurocomputing 260, 302-312, 2017 | 1180 | 2017 |
Whale Optimization Approaches for Wrapper Feature Selection M Mafarja, S Mirjalili Applied Soft Computing 62, 441 - 453, 2017 | 782 | 2017 |
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 | 626 | 2018 |
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 | 414 | 2018 |
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 | 409 | 2019 |
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 | 378 | 2018 |
RIME: A physics-based optimization H Su, D Zhao, AA Heidari, L Liu, X Zhang, M Mafarja, H Chen Neurocomputing 532, 183-214, 2023 | 307 | 2023 |
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 | 287 | 2019 |
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 | 231 | 2017 |
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 | 223 | 2019 |
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 | 206 | 2018 |
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 | 183 | 2019 |
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 | 180 | 2020 |
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 | 177 | 2020 |
Hybrid Binary Ant Lion Optimizer with Rough Set and Approximate Entropy Reducts for Feature Selection M Mafarja, S Mirjalili Soft Computing, 2018 | 173 | 2018 |
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 | 172 | 2018 |
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 | 171 | 2019 |
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 | 169 | 2020 |
Binary Harris Hawks optimizer for high-dimensional, low sample size feature selection T Thaher, AA Heidari, M Mafarja, JS Dong, S Mirjalili Evolutionary machine learning techniques: algorithms and applications, 251-272, 2020 | 141 | 2020 |