Ibrahim Aljarah

发表

Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2020, IJCCI.

Adaptive $$\beta -$$β-hill climbing for optimization

Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, 2019, Soft Comput..

Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2016, Int. J. Artif. Intell. Tools.

Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Introduction to Evolutionary Machine Learning Techniques

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Mining Educational Data to Predict Student’s academic Performance using Ensemble Methods

Ibrahim Aljarah, Elaf Abu Amrieh, Thair Hamtini, 2016 .

Scalable Data Mining, Nature-inspired Algorithms, Evolutionary Computation, Big Data Analysis, MapReduce/Hadoop, Distributed Computing, Cloud Computing, Mining Software Repositories, Software Development, Bug Detection and Localization, and Scheduling problems

Ibrahim Aljarah, 2014 .

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Cognitive Computation.

Preprocessing and analyzing educational data set using X-API for improving student's performance

Ibrahim Aljarah, Thair Hamtini, Elaf Abu Amrieh, 2015, 2015 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT).

Discovering Communities in Social Networks Using Topology and Attributes

Ibrahim Aljarah, Shadi Banitaan, Saeed Salem, 2011, 2011 10th International Conference on Machine Learning and Applications and Workshops.

An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter

Hossam Faris, Ibrahim Aljarah, Ali Rodan, 2020, Knowl. Based Syst..

Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Cognitive Computation.

A Scalable MapReduce-enabled Glowworm Swarm Optimization Approach for High Dimensional Multimodal Functions

Ibrahim Aljarah, Simone A. Ludwig, 2016, Int. J. Swarm Intell. Res..

Improved monarch butterfly optimization for unconstrained global search and neural network training

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Applied Intelligence.

Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Voting-based Classification for E-mail Spam Detection

Hossam Faris, Ibrahim Aljarah, Bashar Al-Shboul, 2016 .

An intelligent feature selection approach based on moth flame optimization for medical diagnosis

Ibrahim Aljarah, Ahmad Sharieh, Ruba Abu Khurmaa, 2020, Neural Comput. Appl..

Training radial basis function networks using biogeography-based optimizer

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Neural Computing and Applications.

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Knowledge and Information Systems.

A formal study of classification techniques on entity discovery and their application to opinion mining

Ibrahim Aljarah, Wei Jin, Shadi Banitaan, 2010, SMUC '10.

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework

Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo, 2020, SN Computer Science.

Estimating ARMA Model Parameters of an Industrial Process Using Meta-Heuristic Search Algorithms

Hossam Faris, Ibrahim Aljarah, Alaa F. Sheta, 2018, International Journal of Engineering & Technology.

Natural selection methods for Grey Wolf Optimizer

Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, 2018, Expert Syst. Appl..

Training feedforward neural networks using multi-verse optimizer for binary classification problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2016, Applied Intelligence.

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Salp Chain-Based Optimization of Support Vector Machines and Feature Weighting for Medical Diagnostic Information Systems

Hossam Faris, Ibrahim Aljarah, Ali Asghar Heidari, 2019, Algorithms for Intelligent Systems.

Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies

Ibrahim Aljarah, Pedro A. Castillo, Ahmad Sharieh, 2020, IJCCI.

Hybrid SMOTE-Ensemble Approach for Software Defect Prediction

Hossam Faris, Ibrahim Aljarah, Nouh Alhindawi, 2017, CSOC.

Conformal Prediction Technique to Predict Breast Cancer Survivability

Ibrahim Aljarah, Lama Rajab, Loai M. Alnemer, 2016 .

Optimizing connection weights in neural networks using the whale optimization algorithm

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2016, Soft Computing.

Optimizing Feedforward neural networks using Krill Herd algorithm for E-mail spam detection

Hossam Faris, Ibrahim Aljarah, Ja'far Alqatawna, 2015, 2015 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT).

Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Int. J. Mach. Learn. Cybern..

Augmented whale feature selection for IoT attacks: Structure, analysis and applications

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2020, Future Gener. Comput. Syst..

A twitter sentiment analysis for cloud providers: A case study of Azure vs. AWS

Ibrahim Aljarah, Laila M. Qaisi, 2016, 2016 7th International Conference on Computer Science and Information Technology (CSIT).

Asynchronous accelerating multi-leader salp chains for feature selection

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Appl. Soft Comput..

Twitter sentiment analysis: A case study in the automotive industry

Ibrahim Aljarah, Hamad I. Alsawalqah, Hamad Alsawalqah, 2015, 2015 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT).

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2018, Soft Computing.

Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Improving email spam detection using content based feature engineering approach

Hossam Faris, Ibrahim Aljarah, Ala' M. Al-Zoubi, 2017, 2017 IEEE Jordan Conference on Applied Electrical Engineering and Computing Technologies (AEECT).

An evolutionary optimized artificial intelligence model for modeling scouring depth of submerged weir

Hossam Faris, Ibrahim Aljarah, Sinan Q. Salih, 2020, Eng. Appl. Artif. Intell..

Selecting discriminating terms for bug assignment: a formal analysis

Ibrahim Aljarah, Wei Jin, Shadi Banitaan, 2011, Promise '11.

Relational Learning Analysis of Social Politics using Knowledge Graph Embedding pdf

Hossam Faris, Ibrahim Aljarah, Kit Yan Chan, 2020, Data Mining and Knowledge Discovery.

Link Prediction Using Evolutionary Neural Network Models

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks

Hossam Faris, Ibrahim Aljarah, Hamido Fujita, 2019, Inf. Fusion.

A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2017, Neural Computing and Applications.

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Knowl. Based Syst..

Software Defect Prediction Using Heterogeneous Ensemble Classification Based on Segmented Patterns

Hossam Faris, Ibrahim Aljarah, Hamad I. Alsawalqah, 2020, Applied Sciences.

An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio

Hossam Faris, Ibrahim Aljarah, Raneem Qaddoura, 2019, International Journal of Machine Learning and Cybernetics.

Chapter 28 – Evolving Radial Basis Function Networks Using Moth–Flame Optimizer

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2017 .

EMFET: E-mail Features Extraction Tool pdf

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2017, ArXiv.

An Efficient Moth Flame Optimization Algorithm using Chaotic Maps for Feature Selection in the Medical Applications

Ibrahim Aljarah, Ahmad Sharieh, Ruba Abu Khurma, 2020, ICPRAM.

Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection

Hossam Faris, Ibrahim Aljarah, Amaal R. Al Shorman, 2019, Journal of Ambient Intelligence and Humanized Computing.

Harris hawks optimization: Algorithm and applications

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Future Gener. Comput. Syst..

Parallel particle swarm optimization clustering algorithm based on MapReduce methodology

Ibrahim Aljarah, Simone A. Ludwig, Ibrahim Aljarah, 2012, 2012 Fourth World Congress on Nature and Biologically Inspired Computing (NaBIC).

An enhanced associative learning-based exploratory whale optimizer for global optimization

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2019, Neural Computing and Applications.

Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market

Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo, 2019, Progress in Artificial Intelligence.

Grasshopper optimization algorithm for multi-objective optimization problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2017, Applied Intelligence.

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Neural Computing and Applications.

Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer

Hossam Faris, Ibrahim Aljarah, Ajith Abraham, 2018, Eng. Appl. Artif. Intell..

A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems

Hossam Faris, Ibrahim Aljarah, Enas F. Rawashdeh, 2020, J. Ambient Intell. Humaniz. Comput..

Grey wolf optimizer: a review of recent variants and applications

Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, 2017, Neural Computing and Applications.

A Hybrid Approach Based on Particle Swarm Optimization and Random Forests for E-Mail Spam Filtering

Hossam Faris, Ibrahim Aljarah, Bashar Al-Shboul, 2016, ICCCI.

Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

An Investigation of Microsoft Azure and Amazon Web Services from Users' Perspectives

Ibrahim Aljarah, Nadim Obeid, Rizik M. H. Al-Sayyed, 2019, Int. J. Emerg. Technol. Learn..

A dynamic locality multi-objective salp swarm algorithm for feature selection

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2020, Comput. Ind. Eng..

Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context

Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo, 2020, International Conference on Pattern Recognition Applications and Methods.

Time-varying hierarchical chains of salps with random weight networks for feature selection

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2020, Expert Syst. Appl..

An Intelligent Approach for the Effect of Social Media on Undergraduate Students Performance: A Case Study in the University of Jordan

Hossam Faris, Ibrahim Aljarah, Hamad I. Alsawalqah, 2020, ICCTA.

Intelligent detection of hate speech in Arabic social network: A machine learning approach

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2020, J. Inf. Sci..

Towards a scalable intrusion detection system based on parallel PSO clustering using mapreduce

Ibrahim Aljarah, Simone A. Ludwig, Ibrahim Aljarah, 2013, GECCO.

CLARM: an integrative approach for functional modules discovery

Ibrahim Aljarah, Shadi Banitaan, Saeed Salem, 2011, BCB '11.

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

Link Prediction Based on Whale Optimization Algorithm

Ibrahim Aljarah, Reham Barham, Ibrahim Aljarah, 2017, 2017 International Conference on New Trends in Computing Sciences (ICTCS).

A new clustering approach based on Glowworm Swarm Optimization

Ibrahim Aljarah, Simone A. Ludwig, Ibrahim Aljarah, 2013, 2013 IEEE Congress on Evolutionary Computation.

Binary grasshopper optimisation algorithm approaches for feature selection problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Expert Syst. Appl..

Sentiment analysis for Arabic language: A brief survey of approaches and techniques pdf

Hossam Faris, Ibrahim Aljarah, Mo'ath Alrefai, 2018, International Journal of Advanced Science and Technology.

A Modified Multi-objective Particle Swarm Optimizer-Based Lévy Flight: An Approach Toward Intrusion Detection in Internet of Things

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2020, Arabian Journal for Science and Engineering.

Optimizing Software Effort Estimation Models Using Firefly Algorithm pdf

Hossam Faris, Ibrahim Aljarah, Nazeeh Ghatasheh, 2015, ArXiv.

Evolutionary Machine Learning Techniques

Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, 2020 .

An Automatic Course Scheduling Approach Using Instructors' Preferences

Hossam Faris, Ibrahim Aljarah, Ayad Salhieh, 2012, iJET.

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2017, Knowl. Based Syst..

Binary dragonfly optimization for feature selection using time-varying transfer functions

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2018, Knowl. Based Syst..

Feature Selection Using Salp Swarm Algorithm with Chaos

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2018, ISMSI '18.

An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2020, Journal of Ambient Intelligence and Humanized Computing.

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines

Hossam Faris, Ibrahim Aljarah, Seyed Mohammad Mirjalili, 2019, Nature-Inspired Optimizers.

MapReduce intrusion detection system based on a particle swarm optimization clustering algorithm

Ibrahim Aljarah, Simone A. Ludwig, Ibrahim Aljarah, 2013, 2013 IEEE Congress on Evolutionary Computation.

EvoloPy: An Open-source Nature-inspired Optimization Framework in Python

Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, 2016, IJCCI.

Evolving neural networks using bird swarm algorithm for data classification and regression applications

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2019, Cluster Computing.

Neuro-evolutionary models for imbalanced classification problems

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2020, J. King Saud Univ. Comput. Inf. Sci..

An evolutionary gravitational search-based feature selection

Hossam Faris, Ibrahim Aljarah, Hamido Fujita, 2019, Inf. Sci..

AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents

Hossam Faris, Ibrahim Aljarah, Ali Asghar Heidari, 2020, Neural Computing and Applications.

A MapReduce based glowworm swarm optimization approach for multimodal functions

Ibrahim Aljarah, Simone A. Ludwig, Ibrahim Aljarah, 2013, 2013 IEEE Symposium on Swarm Intelligence (SIS).

Improved whale optimization algorithm for feature selection in Arabic sentiment analysis

Ibrahim Aljarah, Mohammad Tubishat, Norisma Idris, 2018, Applied Intelligence.

New Fitness Functions in Binary Harris Hawks Optimization for Gene Selection in Microarray Datasets

Ibrahim Aljarah, Pedro A. Castillo, Ahmad Sharieh, 2020, IJCCI.

Rank Based Moth Flame optimisation for Feature Selection in the Medical Application

Ibrahim Aljarah, Ahmad Sharieh, Ruba Abu Khurma, 2020, 2020 IEEE Congress on Evolutionary Computation (CEC).

EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection

Ibrahim Aljarah, Ahmad Sharieh, Seyedali Mirjalili, 2019, Algorithms for Intelligent Systems.

Parallel glowworm swarm optimization clustering algorithm based on MapReduce

Ibrahim Aljarah, Simone A. Ludwig, Nailah Al-Madi, 2014, 2014 IEEE Symposium on Swarm Intelligence.

IoT Botnet Detection Using Salp Swarm and Ant Lion Hybrid Optimization Model

Ibrahim Aljarah, Iman M. Almomani, Ruba Abu Khurma, 2021, Symmetry.

Harris Hawks Optimization: A Formal Analysis of Its Variants and Applications

Ibrahim Aljarah, Pedro A. Castillo, Ruba Abu Khurma, 2021, IJCCI.

An Enhanced Evolutionary Software Defect Prediction Method Using Island Moth Flame Optimization

Ibrahim Aljarah, Robertas Damasevicius, Mohamed Abd Elaziz, 2021, Mathematics.

An Intelligent System for Multi-topic Social Spam Detection in Microblogging pdf

Ibrahim Aljarah, Tomayess Issa, Seyed Mohssen Ghafari, 2022, Journal of Information Science.

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

Ibrahim Aljarah, Ala' M. Al-Zoubi, Lina Alhmoud, 2021, Sensors.

A Grey Wolf-Based Clustering Algorithm for Medical Diagnosis Problems

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2021 .

Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems

Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo, 2021, IEEE Access.

A Classification Approach Based on Evolutionary Clustering and Its Application for Ransomware Detection

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2021 .

Introduction to Evolutionary Data Clustering and Its Applications

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2021 .

A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures

Hossam Faris, Ibrahim Aljarah, Neveen Mohammed Hijazi, 2021, Expert Syst. Appl..

A Comprehensive Review of Evaluation and Fitness Measures for Evolutionary Data Clustering

Hossam Faris, Ibrahim Aljarah, Maria Habib, 2021 .

Evolutionary competitive swarm exploring optimal support vector machines and feature weighting

Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, 2021, Soft Computing.

Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting

Hossam Faris, Ibrahim Aljarah, Majdi Mafarja, 2021, Soft Comput..

Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models

Hossam Faris, Ibrahim Aljarah, Lina Alhmoud, 2021, Symmetry.

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization

Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo, 2021, IEEE Access.

An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir

Hossam Faris, Ibrahim Aljarah, Zaher Mundher Yaseen, 2021, Inf. Sci..

A Review of Multiobjective Evolutionary Algorithms for Data Clustering Problems

Ibrahim Aljarah, Ruba Abu Khurma, Ruba Abu Khurma, 2021 .

Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data

Hossam Faris, Ibrahim Aljarah, Iman Almomani, 2021, IEEE Access.

EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework

Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, 2021, SN Computer Science.

Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection

Ibrahim Aljarah, Pedro A. Castillo, Khair Eddin Sabri, 2021, EvoApplications.

A Simultaneous Moth Flame Optimizer Feature Selection Approach Based on Levy Flight and Selection Operators for Medical Diagnosis

Ibrahim Aljarah, Ahmad Sharieh, Ruba Abu Khurma, 2021, Arabian Journal for Science and Engineering.

An Intelligent Web Service Composition and Resource-Optimization Method Using K-Means Clustering and Knapsack Algorithms

Ibrahim Aljarah, Ra’ed Masa’deh, Evon Abu-Taieh, 2021, Mathematics.

An Evolutionary-based Random Weight Networks with Taguchi Method for Arabic Web Pages Classification

Hossam Faris, Ibrahim Aljarah, Nouh Alhindawi, 2021, Arabian Journal for Science and Engineering.