Hossam Faris - RankMe

132 papers A 1B 5C 5Journal 105Unranked 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A hybrid TwinSVM-HHO model for multilingual spam review detection using sentiment features and pre-trained embeddings. Expert Syst. Appl. Ala' M. Al-Zoubi, Antonio M. Mora, Hossam Faris, Raneem Qaddoura
2025	—	`conf`	Addressing Class Imbalance in Arabic Medical Questions using Ensembles and SMOTE. ICIT Bushra Al-Smadi, Bassam H. Hammo, Hossam Faris
2025	J	`jnl`	GrafoRVFL: A gradient-free optimization framework for boosting random vector functional link network. Neurocomputing Nguyen Van Thieu, Nguyen Thanh Hoang, Hossam Faris
2025	J	`jnl`	Prediction of sentiment polarity in restaurant reviews using an ordinal regression approach based on evolutionary XGBoost. PeerJ Comput. Sci. Dana Al Qudah, Ala' M. Al-Zoubi, Alexandra I. Cristea, Juan Julián Merelo Guervós, Pedro A. Castillo, Hossam Faris
2024	J	`jnl`	An automatic prediction of students' performance to support the university education system: a deep learning approach. Multim. Tools Appl. Yazn Alshamaila, Hamad I. Alsawalqah, Ibrahim Aljarah, Maria Habib, Hossam Faris, Mohammad Alshraideh, Bilal Abu-Salih
2024	J	`jnl`	Cluster-based ensemble learning model for improving sentiment classification of Arabic documents. Nat. Lang. Eng. Rana Husni Al Mahmoud, Bassam H. Hammo, Hossam Faris
2024	J	`jnl`	Evolving Genetic Programming Tree Models for Predicting the Mechanical Properties of Green Fibers for Better Biocomposite Materials. CoRR Faris M. Al-Oqla, Hossam Faris, Maria Habib, Pedro Ángel Castillo Valdivieso
2024	J	`jnl`	Evolving random weight neural networks based on oversampled-segmented examples for IoT intrusion detection. J. Supercomput. Raneem Qaddoura, Hossam Faris
2024	J	`jnl`	Specialty detection in the context of telemedicine in a highly imbalanced multi-class distribution. CoRR Alaa Alomari, Hossam Faris, Pedro A. Castillo
2023	—	`conf`	A Metaheuristic Approach for Life Expectancy Prediction based on Automatically Fine-tuned Models with Feature Selection. AIBThings Raneem Qaddoura, Mariam M. Biltawi, Hossam Faris
2023	J	`jnl`	A Multilingual Spam Reviews Detection Based on Pre-Trained Word Embedding and Weighted Swarm Support Vector Machines. IEEE Access Ala' M. Al-Zoubi, Antonio M. Mora, Hossam Faris
2023	—	`conf`	Optimizing Feature Selection and Oversampling Using Metaheuristic Algorithms for Binary Fraud Detection Classification. AIAI (1) Mariam M. Biltawi, Raneem Qaddoura, Hossam Faris
2022	J	`jnl`	Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach. J. Ambient Intell. Humaniz. Comput. Hossam Faris, Maria Habib, Mohammad Faris, Alaa Alomari, Pedro A. Castillo, Manal Alomari
2022	B	`conf`	EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python. EvoApplications Anh T. Dang, Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Pedro A. Castillo
2022	J	`jnl`	EvoImputer: An evolutionary approach for Missing Data Imputation and feature selection in the context of supervised learning. Knowl. Based Syst. Shatha Awawdeh, Hossam Faris, Hazem Hiary
2022	J	`jnl`	Evolutionary inspired approach for mental stress detection using EEG signal. Expert Syst. Appl. Lakhan Dev Sharma, Vijay Kumar Bohat, Maria Habib, Ala' M. Al-Zoubi, Hossam Faris, Ibrahim Aljarah
2022	J	`jnl`	Neuro-evolutionary models for imbalanced classification problems. J. King Saud Univ. Comput. Inf. Sci. Israa Al-Badarneh, Maria Habib, Ibrahim Aljarah, Hossam Faris
2022	J	`jnl`	Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings. IEEE Access Fatima Shannaq, Bassam Hammo, Hossam Faris, Pedro Ángel Castillo Valdivieso
2022	J	`jnl`	Sentiment Analysis of Customers' Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution. IEEE Access Ruba Obiedat, Raneem Qaddoura, Ala' M. Al-Zoubi, Laila Al Qaisi, Osama Harfoushi, Mo'ath Alrefai, Hossam Faris
2022	J	`jnl`	The design, construction and evaluation of annotated Arabic cyberbullying corpus. Educ. Inf. Technol. Fatima Shannag, Bassam H. Hammo, Hossam Faris
2021	J	`jnl`	A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning. Sensors Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Iman M. Almomani
2021	J	`jnl`	A Predictive Text System for Medical Recommendations in Telemedicine: A Deep Learning Approach in the Arabic Context. IEEE Access Maria Habib, Mohammad Faris, Raneem Qaddoura, Alaa Alomari, Hossam Faris
2021	J	`jnl`	A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
2021	J	`jnl`	A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems. J. Ambient Intell. Humaniz. Comput. Enas F. Rawashdeh, Ibrahim Aljarah, Hossam Faris
2021	J	`jnl`	A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures. Expert Syst. Appl. Neveen Mohammed Hijazi, Hossam Faris, Ibrahim Aljarah
2021	J	`jnl`	AltibbiVec: A Word Embedding Model for Medical and Health Applications in the Arabic Language. IEEE Access Maria Habib, Mohammad Faris, Alaa Alomari, Hossam Faris
2021	J	`jnl`	An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis. J. Ambient Intell. Humaniz. Comput. Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah
2021	J	`jnl`	An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir. Inf. Sci. Hai Tao, Maria Habib, Ibrahim Aljarah, Hossam Faris, Haitham Abdulmohsin Afan, Zaher Mundher Yaseen
2021	J	`jnl`	Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data. IEEE Access Iman M. Almomani, Raneem Qaddoura, Maria Habib, Samah Alsoghyer, Aala Al Khayer, Ibrahim Aljarah, Hossam Faris
2021	J	`jnl`	Android botnet detection using machine learning models based on a comprehensive static analysis approach. J. Inf. Secur. Appl. Wadi' Hijawi, Ja'far Alqatawna, Ala' M. Al-Zoubi, Mohammad A. Hassonah, Hossam Faris
2021	J	`jnl`	AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents. Neural Comput. Appl. Mohammed Eshtay, Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Ibrahim Aljarah
2021	J	`jnl`	Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
2021	J	`jnl`	EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework. SN Comput. Sci. Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
2021	J	`jnl`	Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
2021	J	`jnl`	Intelligent detection of hate speech in Arabic social network: A machine learning approach. J. Inf. Sci. Ibrahim Aljarah, Maria Habib, Neveen Mohammed Hijazi, Hossam Faris, Raneem Qaddoura, Bassam Hammo, Mohammad Abd-Alrahman Mahmoud Abushariah, Mohammad Alfawareh
2021	J	`jnl`	Oriented stochastic loss descent algorithm to train very deep multi-layer neural networks without vanishing gradients. Knowl. Based Syst. Inas Abuqaddom, Basel A. Mahafzah, Hossam Faris
2021	—	`conf`	Predicting Different Types of Imbalanced Intrusion Activities Based on a Multi-Stage Deep Learning Approach. ICIT Raneem Qaddoura, Ala' M. Al-Zoubi, Iman M. Almomani, Hossam Faris
2021	J	`jnl`	Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models. Symmetry Lina Alhmoud, Abdul Raouf Al Dairy, Hossam Faris, Ibrahim Aljarah
2021	J	`jnl`	Relational Learning Analysis of Social Politics using Knowledge Graph Embedding. Data Min. Knowl. Discov. Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham, Kit Yan Chan, Amin Beheshti
2021	J	`jnl`	Spam profiles detection on social networks using computational intelligence methods: The effect of the lingual context. J. Inf. Sci. Ala' M. Al-Zoubi, Ja'far Alqatawna, Hossam Faris, Mohammad A. Hassonah
2021	J	`jnl`	Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. IEEE Access Thaer Thaher, Majdi M. Mafarja, Hamza Turabieh, Pedro A. Castillo, Hossam Faris, Ibrahim Aljarah
2021	J	`jnl`	Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region. IEEE Access Neeraj Dhanraj Bokde, Zainab Hasan Ali, Maysam Th. Al-Hadidi, Aitazaz Ahsan Farooque, Mehdi Jamei, Ali Abdulridha Al Maliki, Beste Hamiye Beyaztas, Hossam Faris, Zaher Mundher Yaseen
2021	J	`jnl`	Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach. Sensors Maria Habib, Mohammad Faris, Raneem Qaddoura, Manal Alomari, Alaa Alomari, Hossam Faris
2020	J	`jnl`	A competitive swarm optimizer with hybrid encoding for simultaneously optimizing the weights and structure of Extreme Learning Machines for classification problems. Int. J. Mach. Learn. Cybern. Mohammed Eshtay, Hossam Faris, Nadim Obeid
2020	J	`jnl`	A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili
2020	J	`jnl`	A modified bond energy algorithm with fuzzy merging and its application to Arabic text document clustering. Expert Syst. Appl. Rana Husni AlMahmoud, Bassam Hammo, Hossam Faris
2020	—	`conf`	An Intelligent Approach for the Effect of Social Media on Undergraduate Students Performance: A Case Study in the University of Jordan. ICCTA Yazn Alshamaila, Maria Habib, Ibrahim Aljarah, Hamad I. Alsawalqah, Hossam Faris, Anas Ratib Alsoud
2020	J	`jnl`	An efficient clustering algorithm based on the Int. J. Mach. Learn. Cybern. Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah
2020	J	`jnl`	An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter. Knowl. Based Syst. Mohammad A. Hassonah, Rizik M. H. Al-Sayyed, Ali Rodan, Ala' M. Al-Zoubi, Ibrahim Aljarah, Hossam Faris
2020	J	`jnl`	An enhanced associative learning-based exploratory whale optimizer for global optimization. Neural Comput. Appl. Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Jie Luo, Seyedali Mirjalili
2020	J	`jnl`	An evolutionary optimized artificial intelligence model for modeling scouring depth of submerged weir. Eng. Appl. Artif. Intell. Sinan Q. Salih, Maria Habib, Ibrahim Aljarah, Hossam Faris, Zaher Mundher Yaseen
2020	J	`jnl`	Augmented whale feature selection for IoT attacks: Structure, analysis and applications. Future Gener. Comput. Syst. Majdi M. Mafarja, Ali Asghar Heidari, Maria Habib, Hossam Faris, Thaer Thaher, Ibrahim Aljarah
2020	J	`jnl`	Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
2020	J	`jnl`	Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market. Prog. Artif. Intell. Nazeeh Ghatasheh, Hossam Faris, Ruba Abukhurma, Pedro A. Castillo, Nailah Al-Madi, Antonio Miguel Mora, Ala' M. Al-Zoubi, Ahmad Basheer Hassanat
2020	J	`jnl`	Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
2020	C	`conf`	Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm. IJCCI Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, Pedro A. Castillo
2020	B	`conf`	EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python. EvoApplications Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
2020	J	`jnl`	Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. Neural Comput. Appl. Hamouda Chantar, Majdi M. Mafarja, Hamad I. Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris
2020	C	`conf`	Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context. ICPRAM Hossam Faris, Ibrahim Aljarah, Maria Habib, Pedro A. Castillo
2020	J	`jnl`	Hybridized Extreme Learning Machine Model with Salp Swarm Algorithm: A Novel Predictive Model for Hydrological Application. Complex. Zaher Mundher Yaseen, Hossam Faris, Nadhir Al-Ansari
2020	C	`conf`	Identifying Botnets by Analysing Twitter Traffic during the Super Bowl. IJCCI Salah Safi, Huthaifa Jawazneh, Antonio Miguel Mora, Pablo García-Sánchez, Hossam Faris, Pedro A. Castillo
2020	J	`jnl`	Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market. Prog. Artif. Intell. Hossam Faris, Ruba Abukhurma, Waref Almanaseer, Mohammed Saadeh, Antonio Mora García, Pedro A. Castillo, Ibrahim Aljarah
2020	J	`jnl`	Intelligent system based on data mining techniques for prediction of preterm birth for women with cervical cerclage. Comput. Biol. Chem. Hasan Rawashdeh, Shatha Awawdeh, Fatima Shannag, Esraa Henawi, Hossam Faris, Nadim Obeid, Jon Hyett
2020	J	`jnl`	MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems. Appl. Soft Comput. Mohammad H. Nadimi-Shahraki, Shokooh Taghian, Seyedali Mirjalili, Hossam Faris
2020	J	`jnl`	Medical speciality classification system based on binary particle swarms and ensemble of one J. Biomed. Informatics Hossam Faris, Maria Habib, Mohammad Faris, Manal Alomari, Alaa Alomari
2020	J	`jnl`	Relational Learning Analysis of Social Politics using Knowledge Graph Embedding. CoRR Bilal Abu-Salih, Marwan Al-Tawil, Ibrahim Aljarah, Hossam Faris, Pornpit Wongthongtham
2020	J	`jnl`	Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting. IEEE Access Dana Al Qudah, Ala' M. Al-Zoubi, Pedro Ángel Castillo Valdivieso, Hossam Faris
2020	J	`jnl`	Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili
2020	J	`jnl`	Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection. J. Ambient Intell. Humaniz. Comput. Amaal R. Al Shorman, Hossam Faris, Ibrahim Aljarah
2019	J	`jnl`	A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems. Comput. Ind. Eng. Mohamed Abdel-Basset, Doaa El-Shahat, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	Adaptive β-hill climbing for optimization. Soft Comput. Mohammed Azmi Al-Betar, Ibrahim Aljarah, Mohammed A. Awadallah, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	An efficient hybrid multilayer perceptron neural network with grasshopper optimization. Soft Comput. Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
2019	J	`jnl`	An evolutionary gravitational search-based feature selection. Inf. Sci. Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita
2019	J	`jnl`	An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. Inf. Fusion Hossam Faris, Ala' M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi M. Mafarja, Mohammad A. Hassonah, Hamido Fujita
2019	—	`ch.`	Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. Nature-Inspired Optimizers Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja
2019	J	`jnl`	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. Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
2019	J	`jnl`	Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
2019	J	`jnl`	Binary multi-verse optimization algorithm for global optimization and discrete problems. Int. J. Mach. Learn. Cybern. Nailah Al-Madi, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	Demystifying echo state network with deterministic simple topologies. Int. J. Comput. Sci. Eng. Duaa Elsarraj, Maha Al Qisi, Ali Rodan, Nadim Obeid, Ahmad Abdel-Aziz Sharieh, Hossam Faris
2019	—	`ch.`	Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. Nature-Inspired Optimizers Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah
2019	J	`jnl`	Evolving neural networks using bird swarm algorithm for data classification and regression applications. Clust. Comput. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi, Alaa F. Sheta, Majdi M. Mafarja
2019	—	`ch.`	Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction. Nature-Inspired Optimizers Seyedali Mirjalili, Jin Song Dong, Ali Safa Sadiq, Hossam Faris
2019	—	`ch.`	Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. Nature-Inspired Optimizers Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris
2019	J	`jnl`	Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen
2019	J	`jnl`	Metaheuristic-based extreme learning machines: a review of design formulations and applications. Int. J. Mach. Learn. Cybern. Mohammed Eshtay, Hossam Faris, Nadim Obeid
2019	—	`ch.`	Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. Nature-Inspired Optimizers Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili
2019	J	`jnl`	Optimizing Software Effort Estimation Models Using Firefly Algorithm. CoRR Nazeeh Ghatasheh, Hossam Faris, Ibrahim Aljarah, Rizik M. H. Al-Sayyed
2019	J	`jnl`	Robotics Evolution: from Remote Brain to Cloud. CoRR Alaa F. Sheta, Nazeeh Ghatasheh, Hossam Faris, Ali Rodan
2019	—	`ch.`	Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. Nature-Inspired Optimizers Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari
2019	C	`conf`	Towards Automated Comprehensive Feature Engineering for Spam Detection. ICISSP Fred N. Kiwanuka, Ja'far Alqatawna, Anang Hudaya Muhamad Amin, Sujni Paul, Hossam Faris
2018	J	`jnl`	A Hybrid Swarm Intelligent Neural Network Model for Customer Churn Prediction and Identifying the Influencing Factors. Inf. Hossam Faris
2018	J	`jnl`	A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture. Neural Comput. Appl. Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Ibrahim Aljarah
2018	J	`jnl`	An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques. Inf. Ahmad B. A. Hassanat, V. B. Surya Prasath, Mohammad Ali Abbadi, Salam Amer Abu-Qdari, Hossam Faris
2018	J	`jnl`	An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita
2018	J	`jnl`	Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili
2018	J	`jnl`	Bat-inspired algorithms with natural selection mechanisms for global optimization. Neurocomputing Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Hossam Faris, Xin-She Yang, Ahamad Tajudin Khader, Osama Ahmad Alomari
2018	J	`jnl`	Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili
2018	J	`jnl`	Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
2018	J	`jnl`	Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer. Eng. Appl. Artif. Intell. Sarah Shukri, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Ajith Abraham
2018	J	`jnl`	Evolving Support Vector Machines using Whale Optimization Algorithm for spam profiles detection on online social networks in different lingual contexts. Knowl. Based Syst. Ala' M. Al-Zoubi, Hossam Faris, Ja'far Alqatawna, Mohammad A. Hassonah
2018	J	`jnl`	Feature engineering for detecting spammers on Twitter: Modelling and analysis. J. Inf. Sci. Wafa Herzallah, Hossam Faris, Omar Adwan
2018	B	`conf`	Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir. ESANN Ali Rodan, Pedro A. Castillo, Hossam Faris, Antonio Miguel Mora, Huthaifa Jawazneh
2018	J	`jnl`	Grasshopper optimization algorithm for multi-objective optimization problems. Appl. Intell. Seyedeh Zahra Mirjalili, Seyedali Mirjalili, Shahrzad Saremi, Hossam Faris, Ibrahim Aljarah
2018	J	`jnl`	Grey wolf optimizer: a review of recent variants and applications. Neural Comput. Appl. Hossam Faris, Ibrahim Aljarah, Mohammed Azmi Al-Betar, Seyedali Mirjalili
2018	J	`jnl`	Identifying Artif. Intell. Medicine Alaa S. AlAgha, Hossam Faris, Bassam H. Hammo, Ala' M. Al-Zoubi
2018	J	`jnl`	Improved monarch butterfly optimization for unconstrained global search and neural network training. Appl. Intell. Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
2018	J	`jnl`	Improving Extreme Learning Machine by Competitive Swarm Optimization and its application for medical diagnosis problems. Expert Syst. Appl. Mohammed Eshtay, Hossam Faris, Nadim Obeid
2018	J	`jnl`	Natural selection methods for Grey Wolf Optimizer. Expert Syst. Appl. Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Hossam Faris, Ibrahim Aljarah, Abdelaziz I. Hammouri
2018	J	`jnl`	On Computerizing the Ancient Game of Ṭāb. Int. J. Gaming Comput. Mediat. Simulations Ahmad B. A. Hassanat, Ghada Awad Altarawneh, Ahmad S. Tarawneh, Hossam Faris, Mahmoud Bashir Alhasanat, Alex J. de Voogt, Baker Al-Rawashdeh, Mohammed Alshamaileh, V. B. Surya Prasath
2018	J	`jnl`	Optimizing connection weights in neural networks using the whale optimization algorithm. Soft Comput. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili
2018	J	`jnl`	Sentiment analysis for Arabic language: A brief survey of approaches and techniques. CoRR Mo'ath Alrefai, Hossam Faris, Ibrahim Aljarah
2018	J	`jnl`	Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm. Cogn. Comput. Ibrahim Aljarah, Ala' M. Al-Zoubi, Hossam Faris, Mohammad A. Hassonah, Seyedali Mirjalili, Heba Saadeh
2018	C	`conf`	The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers. IJCCI Amaal R. Al Shorman, Hossam Faris, Pedro A. Castillo, Juan Julián Merelo Guervós, Nailah Al-Madi
2018	J	`jnl`	Training radial basis function networks using biogeography-based optimizer. Neural Comput. Appl. Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili, Nailah Al-Madi
2017	J	`jnl`	Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment. Knowl. Based Syst. Pedro A. Castillo, Antonio Mora García, Hossam Faris, Juan Julián Merelo Guervós, Pablo García-Sánchez, Antonio Fernández-Ares, Paloma de las Cuevas, Maribel García Arenas
2017	J	`jnl`	Bidirectional reservoir networks trained using SVM + privileged information for manufacturing process modeling. Soft Comput. Ali Rodan, Alaa F. Sheta, Hossam Faris
2017	J	`jnl`	EMFET: E-mail Features Extraction Tool. CoRR Wadi' Hijawi, Hossam Faris, Ja'far Alqatawna, Ibrahim Aljarah, Ala' M. Al-Zoubi, Maria Habib
2017	—	`conf`	Empirical Evaluation of the Cycle Reservoir with Regular Jumps for Time Series Forecasting: A Comparison Study. CSOC (1) Mais Haj Qasem, Hossam Faris, Ali Rodan, Alaa F. Sheta
2017	—	`conf`	Hybrid SMOTE-Ensemble Approach for Software Defect Prediction. CSOC (3) Hamad I. Alsawalqah, Hossam Faris, Ibrahim Aljarah, Loai M. Alnemer, Nouh Alhindawi
2017	J	`jnl`	Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems. Adv. Eng. Softw. Seyedali Mirjalili, Amir Hossein Gandomi, Seyedeh Zahra Mirjalili, Shahrzad Saremi, Hossam Faris, Seyed Mohammad Mirjalili
2016	—	`conf`	A Hybrid Approach Based on Particle Swarm Optimization and Random Forests for E-Mail Spam Filtering. ICCCI (1) Hossam Faris, Ibrahim Aljarah, Bashar Al-Shboul
2016	J	`jnl`	A comparison between parametric and non-parametric soft computing approaches to model the temperature of a metal cutting tool. Int. J. Comput. Integr. Manuf. Hossam Faris, Alaa F. Sheta
2016	—	`conf`	Credit Risk Evaluation Using Cycle Reservoir Neural Networks with Support Vector Machines Readout. ACIIDS (1) Ali Rodan, Hossam Faris
2016	—	`conf`	EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. IJCCI (ECTA) Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Pedro A. Castillo, Juan Julián Merelo Guervós
2016	J	`jnl`	Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm. Int. J. Artif. Intell. Tools Hossam Faris, Ibrahim Aljarah, Nailah Al-Madi, Seyedali Mirjalili
2016	J	`jnl`	Training feedforward neural networks using multi-verse optimizer for binary classification problems. Appl. Intell. Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili
2016	A	`conf`	Users Profiling Using Clickstream Data Analysis and Classification. CCC Wedyan Alswiti, Ja'far Alqatawna, Bashar Al-Shboul, Hossam Faris, Heba Hakh
2014	B	`conf`	A Genetic Programming Based Framework for Churn Prediction in Telecommunication Industry. ICCCI Hossam Faris, Bashar Al-Shboul, Nazeeh Ghatasheh
2014	J	`jnl`	Improving production quality of a hot-rolling industrial process via genetic programming model. Int. J. Comput. Appl. Technol. Alaa F. Sheta, Hossam Faris, Ertan Öznergiz
2013	J	`jnl`	Modelling hot rolling manufacturing process using soft computing techniques. Int. J. Comput. Integr. Manuf. Hossam Faris, Alaa F. Sheta, Ertan Öznergiz
2012	J	`jnl`	An Automatic Course Scheduling Approach Using Instructors' Preferences. Int. J. Emerg. Technol. Learn. Ibrahim Aljarah, Ayad Salhieh, Hossam Faris
2011	B	`conf`	Framework and Implementation of a Knowledge Management System for Aerospace Collaborative Working Environments. Mobile Data Management (2) Hossam Faris, Salvatore Totaro, Angelo Corallo