Ibrahim Aljarah

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 84

Top Topics

Optimization Algorithm

Feature Selection

Clustering Framework

Top Venues

Neural Comput. Appl.

Expert Syst. Appl.

Publications

May Alsaidi, Nadim Obeid, Nailah Al-Madi, Hazem Hiary, Ibrahim Aljarah
A Convolutional Deep Neural Network Approach to Predict Autism Spectrum Disorder Based on Eye-Tracking Scan Paths. Inf. 15 (3) (2024)
Yazn Alshamaila, Hamad I. Alsawalqah, Ibrahim Aljarah, Maria Habib, Hossam Faris, Mohammad Alshraideh, Bilal Abu-Salih
An automatic prediction of students' performance to support the university education system: a deep learning approach. Multim. Tools Appl. 83 (15) (2024)
Bilal Al-Ahmad, Nailah Al-Madi, Abdullah Alzaqebah, Rami S. Alkhawaldeh, Khaled Aldebei, Md Faisal Kabir, Ismail Al-Taharwa, Mua'ad Abu-Faraj, Ibrahim Aljarah
Meta-Heuristic Guided Feature Optimization for Enhanced Authorship Attribution in Java Source Code. IEEE Access 11 (2023)
Marwan Al-Tawil, Basel A. Mahafzah, Arar Al Tawil, Ibrahim Aljarah
Bio-Inspired Machine Learning Approach to Type 2 Diabetes Detection. Symmetry 15 (3) (2023)
Abdullah Alzaqebah, Ibrahim Aljarah, Omar Sultan Al-Kadi
A hierarchical intrusion detection system based on extreme learning machine and nature-inspired optimization. Comput. Secur. 124 (2023)
Abdullah Alzaqebah, Omar Sultan Al-Kadi, Ibrahim Aljarah
An enhanced Harris hawk optimizer based on extreme learning machine for feature selection. Prog. Artif. Intell. 12 (1) (2023)
Lakhan Dev Sharma, Vijay Kumar Bohat, Maria Habib, Ala' M. Al-Zoubi, Hossam Faris, Ibrahim Aljarah
Evolutionary inspired approach for mental stress detection using EEG signal. Expert Syst. Appl. 197 (2022)
Israa Al-Badarneh, Maria Habib, Ibrahim Aljarah, Hossam Faris
Neuro-evolutionary models for imbalanced classification problems. J. King Saud Univ. Comput. Inf. Sci. 34 (6 Part A) (2022)
Bilal Abu-Salih, Dana Al Qudah, Malak Al-Hassan, Seyed Mohssen Ghafari, Tomayess Issa, Ibrahim Aljarah, Amin Beheshti, Sulaiman Alqahtani
An Intelligent System for Multi-topic Social Spam Detection in Microblogging. CoRR (2022)
Bilal I. Al-Ahmad, Ala' A. Al-Zoubi, Md Faisal Kabir, Marwan Al-Tawil, Ibrahim Aljarah
Swarm intelligence-based model for improving prediction performance of low-expectation teams in educational software engineering projects. PeerJ Comput. Sci. 8 (2022)
Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo, Khair Eddin Sabri
An Enhanced Opposition-Based Evolutionary Feature Selection Approach. EvoApplications (2022)
Enas F. Rawashdeh, Ibrahim Aljarah, Hossam Faris
A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems. J. Ambient Intell. Humaniz. Comput. 12 (1) (2021)
Ruba Abu Khurma, Ibrahim Aljarah, Pedro A. Castillo
Harris Hawks Optimization: A Formal Analysis of Its Variants and Applications. IJCCI (2021)
Ruba Abu Khurma, Iman M. Almomani, Ibrahim Aljarah
IoT Botnet Detection Using Salp Swarm and Ant Lion Hybrid Optimization Model. Symmetry 13 (8) (2021)
Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25 (4) (2021)
Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25 (4) (2021)
Ruba Abu Khurma, Khair Eddin Sabri, Pedro A. Castillo, Ibrahim Aljarah
Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection. EvoApplications (2021)
Neveen Mohammed Hijazi, Hossam Faris, Ibrahim Aljarah
A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures. Expert Syst. Appl. 182 (2021)
Ruba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh
An intelligent feature selection approach based on moth flame optimization for medical diagnosis. Neural Comput. Appl. 33 (12) (2021)
Hai Tao, Maria Habib, Ibrahim Aljarah, Hossam Faris, Haitham Abdulmohsin Afan, Zaher Mundher Yaseen
An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir. Inf. Sci. 570 (2021)
Bilal Al-Ahmad, Ala' M. Al-Zoubi, Ruba Abu Khurma, Ibrahim Aljarah
An Evolutionary Fake News Detection Method for COVID-19 Pandemic Information. Symmetry 13 (6) (2021)
Mohammed Eshtay, Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Ibrahim Aljarah
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents. Neural Comput. Appl. 33 (11) (2021)
Ibrahim Aljarah, Maria Habib, Neveen Mohammed Hijazi, Hossam Faris, Raneem Qaddoura, Bassam Hammo, Mohammad Abd-Alrahman Mahmoud Abushariah, Mohammad Alfawareh
Intelligent detection of hate speech in Arabic social network: A machine learning approach. J. Inf. Sci. 47 (4) (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah
An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis. J. Ambient Intell. Humaniz. Comput. 12 (8) (2021)
Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham, Kit Yan Chan, Amin Beheshti
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding. Data Min. Knowl. Discov. 35 (4) (2021)
Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access 9 (2021)
Iman M. Almomani, Raneem Qaddoura, Maria Habib, Samah Alsoghyer, Aala Al Khayer, Ibrahim Aljarah, Hossam Faris
Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data. IEEE Access 9 (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework. SN Comput. Sci. 2 (3) (2021)
Thaer Thaher, Majdi M. Mafarja, Hamza Turabieh, Pedro A. Castillo, Hossam Faris, Ibrahim Aljarah
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. IEEE Access 9 (2021)
Lina Alhmoud, Ruba Abu Khurma, Ala' M. Al-Zoubi, Ibrahim Aljarah
A Real-Time Electrical Load Forecasting in Jordan Using an Enhanced Evolutionary Feedforward Neural Network. Sensors 21 (18) (2021)
Lina Alhmoud, Abdul Raouf Al Dairy, Hossam Faris, Ibrahim Aljarah
Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models. Symmetry 13 (6) (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, Pedro A. Castillo
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm. IJCCI (2020)
Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili
A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. 147 (2020)
Yazn Alshamaila, Maria Habib, Ibrahim Aljarah, Hamad I. Alsawalqah, Hossam Faris, Anas AlSoud
An Intelligent Approach for the Effect of Social Media on Undergraduate Students Performance: A Case Study in the University of Jordan. ICCTA (2020)
Ruba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh
An Efficient Moth Flame Optimization Algorithm using Chaotic Maps for Feature Selection in the Medical Applications. ICPRAM (2020)
Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Jie Luo, Seyedali Mirjalili
An enhanced associative learning-based exploratory whale optimizer for global optimization. Neural Comput. Appl. 32 (9) (2020)
Sinan Q. Salih, Maria Habib, Ibrahim Aljarah, Hossam Faris, Zaher Mundher Yaseen
An evolutionary optimized artificial intelligence model for modeling scouring depth of submerged weir. Eng. Appl. Artif. Intell. 96 (2020)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python. EvoApplications (2020)
Ruba Abu Khurma, Pedro A. Castillo, Ahmad Sharieh, Ibrahim Aljarah
New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets. IJCCI (2020)
Amaal R. Al Shorman, Hossam Faris, Ibrahim Aljarah
Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection. J. Ambient Intell. Humaniz. Comput. 11 (7) (2020)
Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. 62 (2) (2020)
Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili
Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. 140 (2020)
Hossam Faris, Ruba Abukhurma, Waref Almanaseer, Mohammed Saadeh, Antonio Mora García, Pedro A. Castillo, Ibrahim Aljarah
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market. Prog. Artif. Intell. 9 (1) (2020)
Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding. CoRR (2020)
Hamouda Chantar, Majdi M. Mafarja, Hamad I. Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. Neural Comput. Appl. 32 (16) (2020)
Mohammad A. Hassonah, Rizik M. H. Al-Sayyed, Ali Rodan, Ala' M. Al-Zoubi, Ibrahim Aljarah, Hossam Faris
An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter. Knowl. Based Syst. 192 (2020)
Hossam Faris, Ibrahim Aljarah, Maria Habib, Pedro A. Castillo
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context. ICPRAM (2020)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah
-nearest neighbors with an indexing ratio. Int. J. Mach. Learn. Cybern. 11 (3) (2020)
Majdi M. Mafarja, Ali Asghar Heidari, Maria Habib, Hossam Faris, Thaer Thaher, Ibrahim Aljarah
Augmented whale feature selection for IoT attacks: Structure, analysis and applications. Future Gener. Comput. Syst. 112 (2020)
Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. 12 (1) (2020)
Ruba Abu Khurma, Pedro A. Castillo, Ahmad Sharieh, Ibrahim Aljarah
Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies. IJCCI (2020)
Ruba Abu Khurma, Ibrahim Aljarah, Ahmad Sharieh
Rank Based Moth Flame optimisation for Feature Selection in the Medical Application. CEC (2020)
Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. 117 (2019)
Mohammed Azmi Al-Betar, Ibrahim Aljarah, Mohammed A. Awadallah, Hossam Faris, Seyedali Mirjalili
Adaptive β-hill climbing for optimization. Soft Comput. 23 (24) (2019)
Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja
Evolving neural networks using bird swarm algorithm for data classification and regression applications. Clust. Comput. 22 (4) (2019)
Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
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. 10 (10) (2019)
Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
An efficient hybrid multilayer perceptron neural network with grasshopper optimization. Soft Comput. 23 (17) (2019)
Rizik M. H. Al-Sayyed, Wadi' Hijawi, Anwar M. Bashiti, Ibrahim Aljarah, Nadim Obeid, Omar Y. A. Al-Adwan
An Investigation of Microsoft Azure and Amazon Web Services from Users' Perspectives. iJET 14 (10) (2019)
Hossam Faris, Ala' M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi M. Mafarja, Mohammad A. Hassonah, Hamido Fujita
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. Inf. Fusion 48 (2019)
Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita
An evolutionary gravitational search-based feature selection. Inf. Sci. 497 (2019)
Mohammad Tubishat, Mohammad A. M. Abushariah, Norisma Idris, Ibrahim Aljarah
Improved whale optimization algorithm for feature selection in Arabic sentiment analysis. Appl. Intell. 49 (5) (2019)
Nazeeh Ghatasheh, Hossam Faris, Ibrahim Aljarah, Rizik M. H. Al-Sayyed
Optimizing Software Effort Estimation Models Using Firefly Algorithm. CoRR (2019)
Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen
Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. 97 (2019)
Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. 154 (2018)
Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili
Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. 71 (2018)
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili
Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. 161 (2018)
Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, Seyedali Mirjalili
Grey wolf optimizer: a review of recent variants and applications. Neural Comput. Appl. 30 (2) (2018)
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. 145 (2018)
Ibrahim Aljarah, Ala' M. Al-Zoubi, Hossam Faris, Mohammad A. Hassonah, Seyedali Mirjalili, Heba Saadeh
Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm. Cogn. Comput. 10 (3) (2018)
Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Shahrzad Saremi, Hossam Faris, Ibrahim Aljarah
Grasshopper optimization algorithm for multi-objective optimization problems. Appl. Intell. 48 (4) (2018)
Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Ibrahim Aljarah
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture. Neural Comput. Appl. 30 (8) (2018)
Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
Improved monarch butterfly optimization for unconstrained global search and neural network training. Appl. Intell. 48 (2) (2018)
Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Hossam Faris, Ibrahim Aljarah, Abdelaziz I. Hammouri
Natural selection methods for Grey Wolf Optimizer. Expert Syst. Appl. 113 (2018)
Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
Optimizing connection weights in neural networks using the whale optimization algorithm. Soft Comput. 22 (1) (2018)
Mo'ath Alrefai, Hossam Faris, Ibrahim Aljarah
Sentiment analysis for Arabic language: A brief survey of approaches and techniques. CoRR (2018)
Sarah Shukri, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Ajith Abraham
Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer. Eng. Appl. Artif. Intell. 72 (2018)
Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi
Training radial basis function networks using biogeography-based optimizer. Neural Comput. Appl. 29 (7) (2018)
Wadi' Hijawi, Hossam Faris, Ja'far Alqatawna, Ibrahim Aljarah, Ala' M. Al-Zoubi, Maria Habib
EMFET: E-mail Features Extraction Tool. CoRR (2017)
Hamad I. Alsawalqah, Hossam Faris, Ibrahim Aljarah, Loai M. Alnemer, Nouh Alhindawi
Hybrid SMOTE-Ensemble Approach for Software Defect Prediction. CSOC (3) (2017)
Ibrahim Aljarah, Simone A. Ludwig
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions. Int. J. Swarm Intell. Res. 7 (1) (2016)
Hossam Faris, Ibrahim Aljarah, Bashar Al-Shboul
A Hybrid Approach Based on Particle Swarm Optimization and Random Forests for E-Mail Spam Filtering. ICCCI (1) (2016)
Hossam Faris, Ibrahim Aljarah, Nailah Al-Madi, Seyedali Mirjalili
Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm. Int. J. Artif. Intell. Tools 25 (6) (2016)
Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós
EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. IJCCI (ECTA) (2016)
Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
Training feedforward neural networks using multi-verse optimizer for binary classification problems. Appl. Intell. 45 (2) (2016)
Nailah Al-Madi, Ibrahim Aljarah, Simone A. Ludwig
Parallel glowworm swarm optimization clustering algorithm based on MapReduce. SIS (2014)
Ibrahim Aljarah, Simone A. Ludwig
Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce. GECCO (Companion) (2013)
Ibrahim Aljarah, Simone A. Ludwig
MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm. IEEE Congress on Evolutionary Computation (2013)
Ibrahim Aljarah, Simone A. Ludwig
A new clustering approach based on Glowworm Swarm Optimization. IEEE Congress on Evolutionary Computation (2013)
Ibrahim Aljarah, Simone A. Ludwig
A MapReduce based glowworm swarm optimization approach for multimodal functions. SIS (2013)
Ibrahim Aljarah, Ayad Salhieh, Hossam Faris
An Automatic Course Scheduling Approach Using Instructors' Preferences. iJET 7 (1) (2012)
Ibrahim Aljarah, Simone A. Ludwig
Parallel particle swarm optimization clustering algorithm based on MapReduce methodology. NaBIC (2012)
Ibrahim Aljarah, Shadi Banitaan, Sameer Abufardeh, Wei Jin, Saeed Salem
Selecting discriminating terms for bug assignment: a formal analysis. PROMISE (2011)
Saeed Salem, Shadi Banitaan, Ibrahim Aljarah, James E. Brewer, Rami Alroobi
Discovering Communities in Social Networks Using Topology and Attributes. ICMLA (1) (2011)
Saeed Salem, Loqmane Seridi, Rami Alroobi, James E. Brewer, Shadi Banitaan, Ibrahim Aljarah
CLARM: an integrative approach for functional modules discovery. BCB (2011)
Shadi Banitaan, Saeed Salem, Wei Jin, Ibrahim Aljarah
A formal study of classification techniques on entity discovery and their application to opinion mining. SMUC@CIKM (2010)