Ibrahim Aljarah

Orcid: 0000-0002-9265-9819

According to our database1, Ibrahim Aljarah authored at least 98 papers between 2010 and 2023.

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Bibliography

2023
An enhanced Harris hawk optimizer based on extreme learning machine for feature selection.
Prog. Artif. Intell., March, 2023

Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection.
Symmetry, February, 2023

A hierarchical intrusion detection system based on extreme learning machine and nature-inspired optimization.
Comput. Secur., 2023

Meta-Heuristic Guided Feature Optimization for Enhanced Authorship Attribution in Java Source Code.
IEEE Access, 2023

2022
Swarm intelligence-based model for improving prediction performance of low-expectation teams in educational software engineering projects.
PeerJ Comput. Sci., 2022

Neuro-evolutionary models for imbalanced classification problems.
J. King Saud Univ. Comput. Inf. Sci., 2022

Evolutionary inspired approach for mental stress detection using EEG signal.
Expert Syst. Appl., 2022

An Intelligent System for Multi-topic Social Spam Detection in Microblogging.
CoRR, 2022

An Enhanced Opposition-Based Evolutionary Feature Selection Approach.
Proceedings of the Applications of Evolutionary Computation - 25th European Conference, 2022

2021
IoT Botnet Detection Using Salp Swarm and Ant Lion Hybrid Optimization Model.
Symmetry, 2021

Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models.
Symmetry, 2021

An Evolutionary Fake News Detection Method for COVID-19 Pandemic Information.
Symmetry, 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

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework.
SN Comput. Sci., 2021

A Real-Time Electrical Load Forecasting in Jordan Using an Enhanced Evolutionary Feedforward Neural Network.
Sensors, 2021

An intelligent feature selection approach based on moth flame optimization for medical diagnosis.
Neural Comput. Appl., 2021

AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents.
Neural Comput. Appl., 2021

Intelligent detection of hate speech in Arabic social network: A machine learning approach.
J. Inf. Sci., 2021

A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems.
J. Ambient Intell. Humaniz. Comput., 2021

An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis.
J. Ambient Intell. Humaniz. Comput., 2021

An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir.
Inf. Sci., 2021

A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures.
Expert Syst. Appl., 2021

Relational Learning Analysis of Social Politics using Knowledge Graph Embedding.
Data Min. Knowl. Discov., 2021

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

Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data.
IEEE Access, 2021

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

Harris Hawks Optimization: A Formal Analysis of Its Variants and Applications.
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021

Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection.
Proceedings of the Applications of Evolutionary Computation, 2021

2020
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market.
Prog. Artif. Intell., 2020

An enhanced associative learning-based exploratory whale optimizer for global optimization.
Neural Comput. Appl., 2020

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

An efficient clustering algorithm based on the <i>k</i>-nearest neighbors with an indexing ratio.
Int. J. Mach. Learn. Cybern., 2020

An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter.
Knowl. Based Syst., 2020

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

Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection.
J. Ambient Intell. Humaniz. Comput., 2020

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

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

An evolutionary optimized artificial intelligence model for modeling scouring depth of submerged weir.
Eng. Appl. Artif. Intell., 2020

Relational Learning Analysis of Social Politics using Knowledge Graph Embedding.
CoRR, 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

Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies.
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020

An Efficient Moth Flame Optimization Algorithm using Chaotic Maps for Feature Selection in the Medical Applications.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context.
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020

An Intelligent Approach for the Effect of Social Media on Undergraduate Students Performance: A Case Study in the University of Jordan.
Proceedings of the ICCTA 2020: 6th International Conference on Computer and Technology Applications, 2020

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python.
Proceedings of the Applications of Evolutionary Computation - 23rd European Conference, 2020

Rank Based Moth Flame optimisation for Feature Selection in the Medical Application.
Proceedings of the IEEE Congress on Evolutionary Computation, 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

An efficient hybrid multilayer perceptron neural network with grasshopper optimization.
Soft Comput., 2019

Adaptive β-hill climbing for optimization.
Soft Comput., 2019

Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme.
Int. J. Mach. Learn. Cybern., 2019

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

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

An Investigation of Microsoft Azure and Amazon Web Services from Users' Perspectives.
Int. J. Emerg. Technol. Learn., 2019

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

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

Optimizing Software Effort Estimation Models Using Firefly Algorithm.
CoRR, 2019

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

Improved whale optimization algorithm for feature selection in Arabic sentiment analysis.
Appl. Intell., 2019

2018
Optimizing connection weights in neural networks using the whale optimization algorithm.
Soft Comput., 2018

A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture.
Neural Comput. Appl., 2018

Grey wolf optimizer: a review of recent variants and applications.
Neural Comput. Appl., 2018

Training radial basis function networks using biogeography-based optimizer.
Neural Comput. Appl., 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

Natural selection methods for Grey Wolf Optimizer.
Expert Syst. Appl., 2018

Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer.
Eng. Appl. Artif. Intell., 2018

Sentiment analysis for Arabic language: A brief survey of approaches and techniques.
CoRR, 2018

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm.
Cogn. Comput., 2018

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

Grasshopper optimization algorithm for multi-objective optimization problems.
Appl. Intell., 2018

Improved monarch butterfly optimization for unconstrained global search and neural network training.
Appl. Intell., 2018

2017
EMFET: E-mail Features Extraction Tool.
CoRR, 2017

Hybrid SMOTE-Ensemble Approach for Software Defect Prediction.
Proceedings of the Software Engineering Trends and Techniques in Intelligent Systems, 2017

2016
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions.
Int. J. Swarm Intell. Res., 2016

Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm.
Int. J. Artif. Intell. Tools, 2016

Training feedforward neural networks using multi-verse optimizer for binary classification problems.
Appl. Intell., 2016

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python.
Proceedings of the 8th International Joint Conference on Computational Intelligence, 2016

A Hybrid Approach Based on Particle Swarm Optimization and Random Forests for E-Mail Spam Filtering.
Proceedings of the Computational Collective Intelligence - 8th International Conference, 2016

2014
Parallel glowworm swarm optimization clustering algorithm based on MapReduce.
Proceedings of the 2014 IEEE Symposium on Swarm Intelligence, 2014

2013
A MapReduce based glowworm swarm optimization approach for multimodal functions.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013

Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce.
Proceedings of the Genetic and Evolutionary Computation Conference, 2013

A new clustering approach based on Glowworm Swarm Optimization.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
An Automatic Course Scheduling Approach Using Instructors' Preferences.
Int. J. Emerg. Technol. Learn., 2012

Parallel particle swarm optimization clustering algorithm based on MapReduce methodology.
Proceedings of the Fourth World Congress on Nature and Biologically Inspired Computing, 2012

2011
Selecting discriminating terms for bug assignment: a formal analysis.
Proceedings of the 7th International Conference on Predictive Models in Software Engineering, 2011

Discovering Communities in Social Networks Using Topology and Attributes.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

CLARM: an integrative approach for functional modules discovery.
Proceedings of the ACM International Conference on Bioinformatics, 2011

2010
A formal study of classification techniques on entity discovery and their application to opinion mining.
Proceedings of the 2nd International Workshop on Search and Mining User-Generated Contents, 2010


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