Published Research

Research Title	Authors	Journal	Volume & Page Numbers	Publisher	Year
Swarm intelligence-based model for improving prediction performance of low-expectation teams in educational software engineering projects	Bilal I. Al-Ahmad,Ala’ A. Al-Zoubi,Md Faisal Kabir,Marwan Al-Tawil,and Ibrahim Aljarah	PeerJ Comput. Sci. 8	1	PeerJ	2022
A Modified Grey Wolf Optimization Algorithm for an Intrusion Detection System	Abdullah Alzaqebah,Ibrahim Aljarah,Omar Al-Kadi and Robertas Damaševičius	Mathematics	10(6)	MDPI	2022
A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures	Neveen Mohammed Hijazi, HossamFaris,Ibrahim Aljarah	Expert Systems with Applications	Volume 182, 15 November 2021, 115290	Elsevier	2021
An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir	Hai Tao, Maria Habib, Ibrahim Aljarah, Hossam Faris, Haitham Abdulmohsin Afan, Zaher Mundher Yaseen	Information Sciences	570 :172–184	Elsevier	2021
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization	IBRAHIM ALJARAH,HOSSAM FARIS, ALI ASGHAR HEIDARI, MAJDI M. MAFARJA, ALA’ M. AL-ZOUBI, PEDRO A. CASTILLO, AND JUAN J. MERELO	IEEE Access	097206	IEEE	2021
An Enhanced Evolutionary Software Defect Prediction Method Using Island Moth Flame Optimization	Ruba Abu Khurma,Hamad Alsawalqah,Ibrahim Aljarah,Mohamed Abd Elaziz and Robertas Damaševičius	Mathematics	106628	MDBI	2021
Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models	Lina Alhmoud, Abdul Raouf Al Dairy, Hossam Faris and Ibrahim Aljarah	Symmetry	1- 115	MDPI	2021
An Evolutionary Fake News Detection Method for COVID-19 Pandemic Information	Bilal Al-Ahmad, Ala’ M. Al-Zoubi, Ruba Abu Khurma and Ibrahim Aljarah	Symmetry	1	MDPI	2021
An Intelligent Web Service Composition and Resource-Optimization Method Using K-Means Clustering and Knapsack Algorithms	Issam Alhadid,Sufian Khwaldeh,Mohammad Al Rawajbeh,Evon Abu-Taieh,Ra’ed Masa’deh, and Ibrahim Aljarah	Mathematics	20-189	MDPI	2021
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents	Mohammed Eshtay, Hossam Faris, Ali Asghar Heidari, Ala’ M. Al-Zoubi, Ibrahim Aljarah	Neural Computing and Applications	33:5507–5524	Springer	2021
An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis	Raneem Qaddoura · Hossam Faris · Ibrahim Aljarah	Journal of Ambient Intelligence and Humanized Computing	12:8387–8412	Springer	2021
Neuro-evolutionary Models for Imbalanced Classification Problems	Israa Al-Badarneh, Maria Habib, Ibrahim Aljarah, Hossam Faris	Journal of King Saud University –Computer and Information Sciences	1	Elsiver	2021
An evolutionary-based random weight networks with taguchi method for Arabic web pages classification	Arwa Shawabkeh · Hossam Faris · Ibrahim Aljarah · Bilal Abu-Salih · Dabiah Alboaneen · Nouh Alhindawi	Arabian Journal for Science and Engineering	46:3955–3980	Springer	2021
Android ransomware detection based on a hybrid evolutionary approach in the context of highly imbalanced data	IMAN ALMOMANI, RANEEM QADDOURA, MARIA HABIB, SAMAH ALSOGHYER, ALAA AL KHAYER, IBRAHIM ALJARAH, AND HOSSAM FARIS	IEEE ACCESS	3071450	IEEE	2021
Relational learning analysis of social politics using knowledge graph embedding		Data Mining and Knowledge Discovery	35:1497–1536	Springer	2021
Iot botnet detection using salp swarm and ant lion hybrid optimization model	Ruba Abu Khurma, Iman Almomani and Ibrahim Aljarah	Symmetry	13, 1377	MDPI	2021
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting	Ala’ M. Al-Zoubi · Mohammad A. Hassonah · Ali Asghar Heidari · Hossam Faris · Majdi Mafarja · Ibrahim Aljarah	Soft Computing	(2021) 25:3335	Springer	2021
A dynamic locality multi-objective salp swarm algorithm for feature selection.	Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi Mafarja, Mohamed Abd Elaziz, and Seyedali Mirjalili.	Computers & Industrial Engineering	106628	Elsevier	2020
Intelligent detection of hate speech in Arabic social network: A machine learning approach	Ibrahim Aljarah, Maria Habib, Neveen Hijazi, Hossam Faris, Raneem Qaddoura, Bassam Hammo, Mohammad Abushariah, and Mohammad Alfawareh.	Journal of Information Science	1	SAGE	2020
Software defect prediction using heterogeneous ensemble clasisification based on segmented patterns	Hamad Alsawalqah, Neveen Hijazi, Mohammed Eshtay, Hossam Faris, Ahmed Al Radaideh, IbrahimAljarah, and Yazan Alshamaileh.	Applied Sciences	10(5):1745	MDBI	2020
A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems	Enas F Rawashdeh,Ibrahim Aljarah, and Hossam Faris.	Journal of Ambient Intelligence and Humanized Computing	20-01975	Springer	2020
An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter	Mohammad A. Hassonah, Rizik Al-Sayyed, Ali Rodan, Ala’ M. Al-Zoubi, Ibrahim Aljarah, Hossam Faris	Knowledge-Based Systems	192: 105353	Elsevier	2020
A Modified Multi-Objective Particle Swarm Optimizer-Based Lévy Flight: An Approach Toward Intrusion Detection in Internet of Things	Maria Habib · Ibrahim Aljarah · Hossam Faris	Arabian Journal for Science and Engineering	020-04476	Springer	2020
Intelligent System for Spam Detection and Identification of the most Relevant Features based on Evolutionary Random Weight Networks	Hossam Faris, Ala’ M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi Mafarja,Mohammad A. Hassonah, Hamido Fujita	Information Fusion	48: 67–83	Elsevier	2019
Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme	Hossam Faris · Seyedali Mirjalili · Ibrahim Aljarah	International Journal of Machine Learning and Cybernetics	10:2901–2920	Springer	2019
Evolving neural networks using bird swarm algorithm for data classification and regression applications	Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa Sheta, Majdi Mafarja	Cluster Computing	22:1317–1345	Springer	2019
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach	Ibrahim Aljarah · Majdi Mafarja · Ali Asghar Heidari · Hossam Faris · Seyedali Mirjalili	Knowledge and Information Systems	0115-019-01358	Springer	2019
Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection	Amaal Al Shorman · Hossam Faris · Ibrahim Aljarah	Journal of Ambient Intelligence and Humanized Computing	12652-019-01387	Springer	2019
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification	Hamouda Chantar, Majdi Mafarja, Hamad Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris	Neural Computing and Applications	6(0123456789	Springer	2019
An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio	Raneem Qaddoura · Hossam Faris · Ibrahim Aljarah	International Journal of Machine Learning and Cybernetics	19-01027	Springer	2019
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems	Majdi Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I Hammouri, Hossam Faris, Al-Zoubi Ala’M, Seyedali Mirjalili	Knowledge-Based Systems	2020	Elsevier	2018
Simultaneous feature selection and Support Vector Machine optimisation using the Grasshopper Optimisation Algorithm	Ibrahim Aljarah · Ala’ M. Al-Zoubi · Hossam Faris · Mohammad A. Hassonah · Seyedali Mirjalili · Heba Saadeh	Cognitive Computation	10:478–495	Springer	2018
Asynchronous Accelerating Multi-leader Salp Chains for Feature Selection	Ibrahim Aljarah, Majdi Mafarja,∗, Ali Asghar Heidari, Hossam Faris, Yong Zhang,Seyedali Mirjalili	Applied Soft Computing	71: 964–979	Elsevier	2018
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture	Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, and Ibrahim Aljarah.	Neural Computing and Applications	1	Springer	2017
Improved monarch butterfly optimization for unconstrained global search and neural network training	Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili	Applied Intelligence	1-20	Springer	2017
Grasshopper optimization algorithm for multi-objective optimization problems	S. Z. Mirjalili · S. Mirjalili2 · S. Saremi · Hossam Faris · Ibrahim Aljarah	Applied Intelligence	1	Springer	2017
Hybrid SMOTE-Ensemble Approach for Software Defect Prediction	Hamad Alsawalqah, Hossam Faris, Ibrahim Aljarah, Loai Alnemer, Nouh Alhindawi	Advances in Intelligent Systems and Computing, Lecture Notes	Vol. 575 PP.355-366	Springer	2017
Grey wolf optimizer: a review of recent variants and applications	Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, Seyedali Mirjalili	Neural Computing and Applications	17	Springer	2017
A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions	Ibrahim Aljarah and Simone A. Ludwig	International Journal of Swarm Intelligence and Research	Volume 7 Issue 1, Pages 32-54	IGI Global	2016
Training feedforward neural networks using multi-verse optimizer for binary classification problems	Hossam Faris, Ibrahim Aljarah and Seyedali Mirjalili	Applied Intelligence	1-11	Springer	2016
Training radial basis function networks using biogeography-based optimizer	Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi	Neural Computing and Applications	1	Springer	2016
Optimizing connection weights in neural networks using the whale optimization algorithm	Ibrahim Aljarah,Hossam Faris, Sayedali Mirjalili	Soft Computing	19	Springer	2016
Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm	Hossam Faris, Ibrahim Aljarah, Nailah Al-Madi, and Seyedali Mirjalili.	International Journal on Artificial Intelligence Tools	25, no. 06	World Scientific	2016
Mining Educational Data to Predict Student’s academic Performance using Ensemble Methods	Elaf Abu Amrieh, Thair Hamtini, and Ibrahim Aljarah	International Journal of Database Theory and Application	9.8 (2016): 119-136	Sersc	2016
A Hybrid Approach Based on Particle Swarm Optimization and Random Forests for E-Mail Spam Filtering	Hossam Faris, Ibrahim Aljarah, Bashar Al-Shboul	Lecture Notes in Computer Science	Vol. 9875, PP. 498-508	Springer	2016
Conformal Prediction Technique to Predict Breast Cancer Survivability	Loai M Alnemer, Lama Rajab, Ibrahim Aljarah	International Journal of Advanced Science and Technology	Volume 96 Pages 1-10	Sersc	2016
Voting-based Classification for E-mail Spam Detection	Bashar Al-Shboul,Heba Hakh,Hossam Faris,Ibrahim Aljarah,Hamad Alsawalqah	Journal of ICT Research and Applications	10(1):29-42 · June 2016	ITB Journal Publisher, LPPM – ITB,	2016
Optimizing Software Effort Estimation Models Using Firefly Algorithm	Nazeeh Ghatasheh, Hossam Faris, Ibrahim Aljarah, Rizik MH Al-Sayyed	Journal of Software Engineering and Applications	Vol 8(3), pp. 133-142	Scientific Research Publishing	2015
An Automatic Course Scheduling Approach Using Instructors’ Preferences	Ibrahim Aljarah, Ayad Salhieh and Hossam Faris	International Journal of Emerging Technologies in Learning (iJET)	Vol 7(1), pp. 24-32	International Journal of Emerging Technologies in Learning (iJET)	2012
Augmented whale feature selection for iot attacks: Structure, analysis and applications	Majdi Mafarja, Ali Asghar Heidari, Maria Habib, Hossam Faris, Thaer Thaher, and Ibrahim Aljarah	Future Generation Computer Systems	2020	Elsevier

Published Research // <![CDATA[ _spBodyOnLoadFunctionNames.push("setupPageDescriptionCallout"); // ]]>

Published Research