Hossam Faris


Researcher Profile

Total From 2017:
Citas Total: 14265 From 2017: 14014
Índice H Total: 52 From 2017: 50
Índice i10 Total: 131 From 2017: 126

Papers (203)

Title Authors Year
EvoImputer: An evolutionary approach for Missing Data Imputation and feature selection in the context of supervised learning S Awawdeh, H Faris, H Hiary. 2022
Evolutionary inspired approach for mental stress detection using EEG signal LD Sharma, VK Bohat, M Habib, AZ Ala’M, H Faris, I Aljarah. 2022
Sentiment Analysis of Customers’ Reviews Using a Hybrid Evolutionary SVM based Approach in an Imbalanced Data Distribution R Obiedat, R Qaddoura, AZ Ala’M, L Al-Qaisi, O Harfoushi, M Alrefai, .... 2022
Sentiment Analysis of Customers’ Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution R Obiedat, R Qaddoura, AZ Ala’M, L Al-Qaisi, O Harfoushi, M Alrefai, .... 2022
Spam Reviews Detection in the Time of COVID-19 Pandemic: Background, Definitions, Methods and Literature Analysis AM Al-Zoubi, AM Mora, H Faris. 2022
EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python AT Dang, R Qaddoura, PA Castillo. 2022
The design, construction and evaluation of annotated Arabic cyberbullying corpus F Shannag, BH Hammo, H Faris. 2022
Automatic Symptoms Identification from a Massive Volume of Unstructured Medical Consultations Using Deep Neural and BERT models H Faris, M Faris, M Habib, A Alomari. 2022
Cost-Sensitive Metaheuristic Optimization-Based Neural Network with Ensemble Learning for Financial Distress Prediction SAD Safi, PA Castillo, H Faris. 2022
Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings F Shannaq, B Hammo, H Faris, PA Castillo-Valdivieso. 2022
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization I Aljarah, H Faris, AA Heidari, MM Mafarja, AZ Ala’M, PA Castillo, .... 2021
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework R Qaddoura, H Faris, I Aljarah, PA Castillo. 2021
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems T Thaher, M Mafarja, H Turabieh, PA Castillo, H Faris, I Aljarah. 2021
Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach H Faris, M Habib, M Faris, A Alomari, PA Castillo, M Alomari. 2021
A Predictive Text System for Medical Recommendations in Telemedicine: A Deep Learning Approach in the Arabic Context M Habib, M Faris, R Qaddoura, A Alomari, H Faris. 2021
Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach M Habib, M Faris, R Qaddoura, M Alomari, A Alomari, H Faris. 2021
An intelligent multimodal medical diagnosis system based on patients’ medical questions and structured symptoms for telemedicine H Faris, M Habib, M Faris, H Elayan, A Alomari. 2021
AltibbiVec: A Word Embedding Model for Medical and Health Applications in the Arabic Language M Habib, M Faris, A Alomari, H Faris. 2021
Intelligent detection of hate speech in Arabic social network: A machine learning approach I Aljarah, M Habib, N Hijazi, H Faris, R Qaddoura, B Hammo, .... 2021
Relational learning analysis of social politics using knowledge graph embedding B Abu-Salih, M Al-Tawil, I Aljarah, H Faris, P Wongthongtham, KY Chan, .... 2021
Spam profiles detection on social networks using computational intelligence methods: The effect of the lingual context AM Al-Zoubi, J Alqatawna, H Faris, MA Hassonah. 2021
An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis R Qaddoura, H Faris, I Aljarah. 2021
A multi-stage classification approach for iot intrusion detection based on clustering with oversampling R Qaddoura, AM Al-Zoubi, I Almomani, H Faris. 2021
Android ransomware detection based on a hybrid evolutionary approach in the context of highly imbalanced data I Almomani, R Qaddoura, M Habib, S Alsoghyer, A Al Khayer, I Aljarah, .... 2021
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting AZ Ala’M, MA Hassonah, AA Heidari, H Faris, M Mafarja, I Aljarah. 2021
An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir H Tao, M Habib, I Aljarah, H Faris, HA Afan, ZM Yaseen. 2021
A multi-layer classification approach for intrusion detection in iot networks based on deep learning R Qaddoura, M Al-Zoubi, H Faris, I Almomani. 2021
A Classification Approach Based on Evolutionary Clustering and Its Application for Ransomware Detection R Qaddoura, I Aljarah, H Faris, I Almomani. 2021
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents M Eshtay, H Faris, AA Heidari, AM Al-Zoubi, I Aljarah. 2021
Android botnet detection using machine learning models based on a comprehensive static analysis approach J Alqatawna, AZ Ala’M, MA Hassonah, H Faris. 2021
Evolutionary data clustering: Algorithms and applications I Aljarah, H Faris, S Mirjalili. 2021
A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures NM Hijazi, H Faris, I Aljarah. 2021
A Grey Wolf-Based Clustering Algorithm for Medical Diagnosis Problems R Qaddoura, I Aljarah, H Faris, S Mirjalili. 2021
A Comprehensive Review of Evaluation and Fitness Measures for Evolutionary Data Clustering I Aljarah, M Habib, R Nujoom, H Faris, S Mirjalili. 2021
Oriented stochastic loss descent algorithm to train very deep multi-layer neural networks without vanishing gradients I Abuqaddom, BA Mahafzah, H Faris. 2021
Predicting Different Types of Imbalanced Intrusion Activities Based on a Multi-Stage Deep Learning Approach R Qaddoura, AZ Ala’M, I Almomani, H Faris. 2021
Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region ND Bokde, ZH Ali, MT Al-Hadidi, AA Farooque, M Jamei, AA Al Maliki, .... 2021
An Evolutionary-based Random Weight Networks with Taguchi Method for Arabic Web Pages Classification A Shawabkeh, H Faris, I Aljarah, B Abu-Salih, D Alboaneen, N Alhindawi. 2021
Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models L Alhmoud, AR Al Dairy, H Faris, I Aljarah. 2021
Introduction to Evolutionary Data Clustering and Its Applications I Aljarah, M Habib, H Faris, S Mirjalili. 2021
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting (Jan, 10.1007/s00500-020-05439-w, 2021) AM Al-Zoubi, MA Hassonah, AA Heidari, H Faris, M Mafarja, I Aljarah. 2021
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python R Qaddoura, H Faris, I Aljarah, PA Castillo. 2020
Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting DA Al-Qudah, AZ Ala’M, PA Castillo-Valdivieso, H Faris. 2020
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market N Ghatasheh, H Faris, R Abukhurma, PA Castillo, N Al-Madi, AM Mora, .... 2020
Identifying Botnets by Analysing Twitter Traffic during the Super Bowl. S Safi, H Jawazneh, AM Mora, P García-Sánchez, H Faris, PA Castillo. 2020
Medical speciality classification system based on binary particle swarms and ensemble of one vs. rest support vector machines H Faris, M Habib, M Faris, M Alomari, A Alomari. 2020
Ant lion optimizer: theory, literature review, and application in multi-layer perceptron neural networks AA Heidari, H Faris, S Mirjalili, I Aljarah, M Mafarja. 2020
Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection A Al Shorman, H Faris, I Aljarah. 2020
Salp swarm algorithm: theory, literature review, and application in extreme learning machines H Faris, S Mirjalili, I Aljarah, M Mafarja, AA Heidari. 2020
Genetic algorithm: Theory, literature review, and application in image reconstruction S Mirjalili, J Song Dong, AS Sadiq, H Faris. 2020
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach I Aljarah, M Mafarja, AA Heidari, H Faris, S Mirjalili. 2020
Time-varying hierarchical chains of salps with random weight networks for feature selection H Faris, AA Heidari, AZ Ala’M, M Mafarja, I Aljarah, M Eshtay, S Mirjalili. 2020
Multi-verse optimizer: theory, literature review, and application in data clustering I Aljarah, M Mafarja, AA Heidari, H Faris, S Mirjalili. 2020
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification H Chantar, M Mafarja, H Alsawalqah, AA Heidari, I Aljarah, H Faris. 2020
Efficient hybrid nature-inspired binary optimizers for feature selection M Mafarja, A Qasem, AA Heidari, I Aljarah, H Faris, S Mirjalili. 2020
Dragonfly algorithm: theory, literature review, and application in feature selection M Mafarja, AA Heidari, H Faris, S Mirjalili, I Aljarah. 2020
River suspended sediment load prediction based on river discharge information: application of newly developed data mining models SQ Salih, A Sharafati, K Khosravi, H Faris, O Kisi, H Tao, M Ali, .... 2020
Grey wolf optimizer: theory, literature review, and application in computational fluid dynamics problems S Mirjalili, I Aljarah, M Mafarja, AA Heidari, H Faris. 2020
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems MH Nadimi-Shahraki, S Taghian, S Mirjalili, H Faris. 2020
A dynamic locality multi-objective salp swarm algorithm for feature selection I Aljarah, M Habib, H Faris, N Al-Madi, AA Heidari, M Mafarja, .... 2020
An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter MA Hassonah, R Al-Sayyed, A Rodan, AZ Ala’M, I Aljarah, H Faris. 2020
Salp chain-based optimization of support vector machines and feature weighting for medical diagnostic information systems AM Al-Zoubi, AA Heidari, M Habib, H Faris, I Aljarah, MA Hassonah. 2020
An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio R Qaddoura, H Faris, I Aljarah. 2020
Hybridized extreme learning machine model with salp swarm algorithm: a novel predictive model for hydrological application ZM Yaseen, H Faris, N Al-Ansari. 2020
Augmented whale feature selection for IoT attacks: Structure, analysis and applications M Mafarja, AA Heidari, M Habib, H Faris, T Thaher, I Aljarah. 2020
Multi-objective particle swarm optimization: theory, literature review, and application in feature selection for medical diagnosis M Habib, I Aljarah, H Faris, S Mirjalili. 2020
Optimizing extreme learning machines using chains of salps for efficient Android ransomware detection H Faris, M Habib, I Almomani, M Eshtay, I Aljarah. 2020
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context H Faris, IAM Habib, PA Castillo. 2020
Software defect prediction using heterogeneous ensemble classification based on segmented patterns H Alsawalqah, N Hijazi, M Eshtay, H Faris, AA Radaideh, I Aljarah, .... 2020
Multi-objective particle swarm optimization for botnet detection in internet of things M Habib, I Aljarah, H Faris, S Mirjalili. 2020
Business analytics in telemarketing: cost-sensitive analysis of bank campaigns using artificial neural networks N Ghatasheh, H Faris, I AlTaharwa, Y Harb, A Harb. 2020
Nature-inspired metaheuristics search algorithms for solving the economic load dispatch problem of power system: A comparison study A Sheta, H Faris, M Braik, S Mirjalili. 2020
Intelligent system based on data mining techniques for prediction of preterm birth for women with cervical cerclage H Rawashdeh, S Awawdeh, F Shannag, E Henawi, H Faris, N Obeid, .... 2020
Link prediction using evolutionary neural network models RI Yaghi, H Faris, I Aljarah, AM Al-Zoubi, AA Heidari, S Mirjalili. 2020
A competitive swarm optimizer with hybrid encoding for simultaneously optimizing the weights and structure of Extreme Learning Machines for classification problems M Eshtay, H Faris, N Obeid. 2020
A modified multi-objective particle swarm optimizer-based Lévy flight: An approach toward intrusion detection in Internet of Things M Habib, I Aljarah, H Faris. 2020
Evolutionary and swarm-based feature selection for imbalanced data classification F Namous, H Faris, AA Heidari, M Khalafat, RS Alkhawaldeh, .... 2020
Introduction to evolutionary machine learning techniques S Mirjalili, H Faris, I Aljarah. 2020
Neuro-evolutionary models for imbalanced classification problems I Al-Badarneh, M Habib, I Aljarah, H Faris. 2020
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm R Qaddoura, H Faris, I Aljarah, JJ Merelo, PA Castillo. 2020
An evolutionary optimized artificial intelligence model for modeling scouring depth of submerged weir SQ Salih, M Habib, I Aljarah, H Faris, ZM Yaseen. 2020
A modified bond energy algorithm with fuzzy merging and its application to arabic text document clustering RH AlMahmoud, B Hammo, H Faris. 2020
A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems EF Rawashdeh, I Aljarah, H Faris. 2020
Evolving genetic programming models for predicting quantities of adhesive wear in low and medium carbon steel R Faris, B Almasri, H Faris, FM AL-Oqla, D Dalalah. 2020
An Intelligent Approach for the Effect of Social Media on Undergraduate Students Performance: A Case Study in the University of Jordan Y Alshamaila, M Habib, I Aljarah, H Alsawalqah, H Faris, A AlSoud. 2020
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market H Faris, R Abukhurma, W Almanaseer, M Saadeh, AM Mora, PA Castillo, .... 2019
Harris hawks optimization: Algorithm and applications AA Heidari, S Mirjalili, H Faris, I Aljarah, M Mafarja, H Chen. 2019
Binary grasshopper optimisation algorithm approaches for feature selection problems M Mafarja, I Aljarah, H Faris, AI Hammouri, AZ Ala’M, S Mirjalili. 2019
An intelligent system for spam detection and identification of the most relevant features based on evolutionary random weight networks H Faris, AZ Ala’M, AA Heidari, I Aljarah, M Mafarja, MA Hassonah, .... 2019
An efficient hybrid multilayer perceptron neural network with grasshopper optimization AA Heidari, H Faris, I Aljarah, S Mirjalili. 2019
An evolutionary gravitational search-based feature selection M Taradeh, M Mafarja, AA Heidari, H Faris, I Aljarah, S Mirjalili, H Fujita. 2019
An enhanced associative learning-based exploratory whale optimizer for global optimization AA Heidari, I Aljarah, H Faris, H Chen, J Luo, S Mirjalili. 2019
Optimizing software effort estimation models using firefly algorithm N Ghatasheh, H Faris, I Aljarah, RMH Al-Sayyed. 2019
Binary multi-verse optimization algorithm for global optimization and discrete problems N Al-Madi, H Faris, S Mirjalili. 2019
Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme H Faris, S Mirjalili, I Aljarah. 2019
Evolutionary machine learning techniques S Mirjalili, H Faris, I Aljarah. 2019
Adaptive β – hill climbing for optimization MA Al-Betar, I Aljarah, MA Awadallah, H Faris, S Mirjalili. 2019
A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems M Abdel-Basset, D El-Shahat, H Faris, S Mirjalili. 2019
Metaheuristic-based extreme learning machines: a review of design formulations and applications M Eshtay, H Faris, N Obeid. 2019
Fraud detection model based on multi-verse features extraction approach for smart city applications AS Sadiq, H Faris, AZ Ala'M, S Mirjalili, KZ Ghafoor. 2019
Evolving neural networks using bird swarm algorithm for data classification and regression applications I Aljarah, H Faris, S Mirjalili, N Al-Madi, A Sheta, M Mafarja. 2019
Robotics Evolution: from Remote Brain to Cloud AF Sheta, N Ghatasheh, H Faris, A Rodan. 2019
Demystifying echo state network with deterministic simple topologies D Elsarraj, MA Qisi, A Rodan, N Obeid, A Sharieh, H Faris. 2019
Towards Automated Comprehensive Feature Engineering for Spam Detection. FN Kiwanuka, Ja'far Alqatawna, AHM Amin, S Paul, H Faris. 2019
Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature M Habib, I Aljarah, H Faris, S Mirjalili. 2019
Salp Chain-Based Optimization of Support Vector Machines and Feature Weighting for Medical Diagnostic AZ Ala’M, AA Heidari, M Habib, H Faris, I Aljarah, MA Hassonah. 2019
The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers. AR Al Shorman, H Faris, PA Castillo, JJM Guervós, N Al-Madi. 2018
Empirical evaluation of advanced oversampling methods for improving bankruptcy prediction W Alswiti, H Faris, H Aljawazneh, S Safi, P Castillo, A Mora, R Abukhurma, .... 2018
Optimizing connection weights in neural networks using the whale optimization algorithm I Aljarah, H Faris, S Mirjalili. 2018
An efficient binary salp swarm algorithm with crossover scheme for feature selection problems H Faris, MM Mafarja, AA Heidari, I Aljarah, AZ Ala’M, S Mirjalili, H Fujita. 2018
Grey wolf optimizer: a review of recent variants and applications H Faris, I Aljarah, MA Al-Betar, S Mirjalili. 2018
Grasshopper optimization algorithm for multi-objective optimization problems SZ Mirjalili, S Mirjalili, S Saremi, H Faris, I Aljarah. 2018
Evolutionary population dynamics and grasshopper optimization approaches for feature selection problems M Mafarja, I Aljarah, AA Heidari, AI Hammouri, H Faris, AZ Ala’M, .... 2018
Binary dragonfly optimization for feature selection using time-varying transfer functions M Mafarja, I Aljarah, AA Heidari, H Faris, P Fournier-Viger, X Li, S Mirjalili. 2018
Simultaneous feature selection and support vector machine optimization using the grasshopper optimization algorithm I Aljarah, AM Al-Zoubi, H Faris, MA Hassonah, S Mirjalili, H Saadeh. 2018
Asynchronous accelerating multi-leader salp chains for feature selection I Aljarah, M Mafarja, AA Heidari, H Faris, Y Zhang, S Mirjalili. 2018
Training radial basis function networks using biogeography-based optimizer I Aljarah, H Faris, S Mirjalili, N Al-Madi. 2018
Evolving support vector machines using whale optimization algorithm for spam profiles detection on online social networks in different lingual contexts AZ Ala’M, H Faris, J Alqatawna, MA Hassonah. 2018
Bat-inspired algorithms with natural selection mechanisms for global optimization MA Al-Betar, MA Awadallah, H Faris, XS Yang, AT Khader, OA Alomari. 2018
Improving extreme learning machine by competitive swarm optimization and its application for medical diagnosis problems M Eshtay, H Faris, N Obeid. 2018
Natural selection methods for grey wolf optimizer MA Al-Betar, MA Awadallah, H Faris, I Aljarah, AI Hammouri. 2018
Feature selection using salp swarm algorithm with chaos S Ahmed, M Mafarja, H Faris, I Aljarah. 2018
Feature engineering for detecting spammers on Twitter: Modelling and analysis W Herzallah, H Faris, O Adwan. 2018
Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer S Shukri, H Faris, I Aljarah, S Mirjalili, A Abraham. 2018
Identifying β-thalassemia carriers using a data mining approach: The case of the Gaza Strip, Palestine AS AlAgha, H Faris, BH Hammo, AZ Ala’M. 2018
An improved genetic algorithm with a new initialization mechanism based on regression techniques AB Hassanat, VB Prasath, MA Abbadi, SA Abu-Qdari, H Faris. 2018
Cycle reservoir with regular jumps for forecasting ozone concentrations: two real cases from the east of Croatia A Sheta, H Faris, A Rodan, E Kovač-Andrić, AM Al-Zoubi. 2018
A hybrid swarm intelligent neural network model for customer churn prediction and identifying the influencing factors H Faris. 2018
Sentiment analysis for Arabic language: A brief survey of approaches and techniques M Alrefai, H Faris, I Aljarah. 2018
Automatic email spam detection using genetic programming with SMOTE M Habib, H Faris, MA Hassonah, J Alqatawna, AF Sheta, AZ Ala'M. 2018
Cost-sensitive genetic programming for churn prediction and identification of the influencing factors in telecommunication market N Al-Madi, H Faris, R Abukhurma. 2018
Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir A Rodan, PA Castillo, H Faris, AM Al-Zoubi, AM Mora, H Jawazneh. 2018
On Computerizing the Ancient Game of Ṭāb AB Hassanat, G Altarawneh, AS Tarawneh, H Faris, MB Alhasanat, .... 2018
Estimating ARMA model parameters of an industrial process using meta-heuristic search algorithms AF Sheta, H Faris, I Aljarah. 2018
Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment PA Castillo, AM Mora, H Faris, JJ Merelo, P García-Sánchez, .... 2017
Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems S Mirjalili, AH Gandomi, SZ Mirjalili, S Saremi, H Faris, SM Mirjalili. 2017
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture H Faris, MA Hassonah, AZ Ala’M, S Mirjalili, I Aljarah. 2017
Improved monarch butterfly optimization for unconstrained global search and neural network training H Faris, I Aljarah, S Mirjalili. 2017
Spam profile detection in social networks based on public features AZ Ala'M, H Faris. 2017
Evolving radial basis function networks using moth–flame optimizer H Faris, I Aljarah, S Mirjalili. 2017
Hybrid SMOTE-ensemble approach for software defect prediction H Alsawalqah, H Faris, I Aljarah, L Alnemer, N Alhindawi. 2017
Bidirectional reservoir networks trained using SVM + privileged information for manufacturing process modeling A Rodan, AF Sheta, H Faris. 2017
Improving email spam detection using content based feature engineering approach H Faris, J Alqatawna, AZ Ala'M, I Aljarah. 2017
Toward a detection framework for android botnet J Alqatawna, H Faris. 2017
Empirical evaluation of the cycle reservoir with regular jumps for time series forecasting: a comparison study MH Qasem, H Faris, A Rodan, A Sheta. 2017
Emfet: E-mail features extraction tool W Hijawi, H Faris, J Alqatawna, I Aljarah, AM Al-Zoubi, M Habib. 2017
A Proposed Index for Evaluating Component Commonality for Software Product Family H Alsawalqah, B Al-Shboul, Y Alshamaileh, H Faris, I Aljarah, A Abadleh. 2017
†œ Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems†S Mirjalili, AH Gandomi, SZ Mirjalili, S Saremi, H Faris, SM Mirjalili. 2017
EvoloPy: An Open-source Nature-inspired Optimization Framework in Python. H Faris, I Aljarah, S Mirjalili, PA Castillo, JJM Guervós. 2016
Training feedforward neural networks using multi-verse optimizer for binary classification problems H Faris, I Aljarah, S Mirjalili. 2016
Optimizing the learning process of feedforward neural networks using lightning search algorithm H Faris, I Aljarah, N Al-Madi, S Mirjalili. 2016
A hybrid approach based on particle swarm optimization and random forests for e-mail spam filtering H Faris, I Aljarah, B Al-Shboul. 2016
Optimizing feedforward neural networks using biogeography based optimization for e-mail spam identification A Rodan, H Faris, J Alqatawna. 2016
Voting-based Classification for E-mail Spam Detection. B Al-Shboul, H Hakh, H Faris, I Aljarah, H Alsawalqah. 2016
A comparison between parametric and non-parametric soft computing approaches to model the temperature of a metal cutting tool H Faris, A Sheta. 2016
MGP–CC: a hybrid multigene GP–Cuckoo search method for hot rolling manufacture process modelling H Faris, AF Sheta, E Öznergiz. 2016
Forecasting ozone concentrations in the east of Croatia using Non-Parametric Neural Network Models E Kovač-Andrić, A Sheta, H Faris, MŠ Gajdošik. 2016
Users profiling using clickstream data analysis and classification W Alswiti, J Alqatawna, B Al-Shboul, H Faris, H Hakh. 2016
Credit risk evaluation using cycle reservoir neural networks with support vector machines readout A Rodan, H Faris. 2016
A comparison between regression, artificial neural networks and support vector machines for predicting stock market index AF Sheta, SEM Ahmed, H Faris. 2015
Optimizing feedforward neural networks using krill herd algorithm for e-mail spam detection H Faris, I Aljarah, J Alqatawna. 2015
Hybrid data mining models for predicting customer churn A Hudaib, R Dannoun, O Harfoushi, R Obiedat, H Faris. 2015
Improving knowledge based spam detection methods: The effect of malicious related features in imbalance data distribution J Alqatawna, H Faris, K Jaradat, M Al-Zewairi, O Adwan. 2015
Negative correlation learning for customer churn prediction: A comparison study A Rodan, A Fayyoumi, H Faris, J Alsakran, O Al-Kadi. 2015
Echo state network with SVM-readout for customer churn prediction A Rodan, H Faris. 2015
Evolving Stock Market Prediction Models Using Multi-gene Symbolic Regression Genetic Programming AF Sheta, SEM Ahmed, H Faris. 2015
Initializing genetic programming using fuzzy clustering and its application in churn prediction in the telecom industry B Al-Shboul, H Faris, N Ghatasheh. 2015
Forecasting global carbon dioxide emission using auto-regressive with exogenous input and evolutionary product unit neural network models AF Sheta, N Ghatasheh, H Faris. 2015
Pattern recognition of thermal images for monitoring of breathing function J Alqatawna, H Faris, A Rodan, O Al-Kadi. 2015
Developing trip generation rates for hospitals in Amman M Naser, H Faris. 2015
Influence of Nitrogen-di-Oxide, Temperature and Relative Humidity on Surface Ozone Modeling Process Using Multigene Symbolic Regression Genetic Programming AF Sheta, H Faris. 2015
Predicting Stock Market Exchange Prices for the Reserve Bank of Australia Using Auto-Regressive Feedforward Neural Network Model A Sheta, H Faris, AK Baareh. 2015
Predicting customer churn in telecom industry using multilayer preceptron neural networks: Modeling and analysis O Adwan, H Faris, K Jaradat, O Harfoushi, N Ghatasheh. 2014
Artificial Neural Networks for Surface Ozone Prediction: Models and Analysis. H Faris, M Alkasassbeh, A Rodan. 2014
A Support Vector Machine Approach for Churn Prediction in Telecom Industry OAK Ali Rodan, Hossam Faris, Jamal Alsakran. 2014
A genetic programming based framework for churn prediction in telecommunication industry H Faris, B Al-Shboul, N Ghatasheh. 2014
Neighborhood cleaning rules and particle swarm optimization for predicting customer churn behavior in telecom industry H Faris. 2014
Improving production quality of a hot-rolling industrial process via genetic programming model AF Sheta, H Faris, E Öznergiz. 2014
A survey of concepts location enhancement for program comprehension and maintenance N Alhindawi, J Alsakran, A Rodan, H Faris. 2014
Visualization analysis of feed forward neural network input contribution J Alsakran, A Rodan, N Alhindawi, H Faris. 2014
Evaluation of spatial image processing approaches for calculating water surface area: Case of the Dead Sea NG Mua’ad Abu-Faraj, H Faris, O Harfoushi. 2014
PM10 prediction using Genetic Programming: A Case Study in Salt, Jordan H Faris, M Alkasassbeh, N Ghatasheh, O Harfoushi. 2014
Developing and Calibrating Single-Regime Traffic Flow Models for Urban Multi-Lane Roads M Naser, A Balbissi, H Faris, M Khazaleh. 2014
Improving production quality of a hot-rolling industrial process via genetic programming model. AF Sheta, H Faris, E Öznergiz. 2014
Prediction of PM10 and TSP Air Pollution Parameters Using Artificial Neural Network Autoregressive, External Input Models: A Case Study in Salt, Jordan M Alkasassbeh, AF Sheta, H Faris, H Turabieh. 2013
Modelling hot rolling manufacturing process using soft computing techniques H Faris, A Sheta, E Öznergiz. 2013
Identification of the Tennessee Eastman Chemical Process Reactor Using Genetic Programming H Faris, AF Sheta. 2013
Customer churn prediction using a hybrid genetic programming approach R Obiedat, M Alkasassbeh, H Faris, O Harfoushi. 2013
A genetic programming model for S&P 500 stock market prediction A Sheta, H Faris, M Alkasassbeh. 2013
Mobile based learning and examination: Students and instructors perceptions from different arab countries A Fayyoumi, H Mohammad, H Faris. 2013
A Symbolic Regression Approach for Modeling the Temperature of Metal Cutting Tool H Faris. 2013
Dead sea water level and surface area monitoring using spatial data extraction from remote sensing images NA Ghatasheh, M Mua’ad, H Faris. 2013
Corporate e-Learning Environment Using Concept Maps: a Case Study NA Ghatasheh, AR Najdawi, M Mua’ad, H Faris. 2013
Optimizing Thermostable Enzymes Production Using Multigene Symbolic Regression Genetic Programming HFNG Alaa Sheta, Rania Hiary. 2013
Identification of players’ positions in a multi-agent game using artificial neural networks and C4.5 algorithm: A comparative study R Obiedat, M Faisal, H Faris, O Harfoushi, SA Nawafleh. 2013
Identification of players’ positions in a multi-agent game using artificial neural networks and C4. 5 algorithm: A comparative study O Ruba, F Mohammad, F Hossam, H Osama, AN Saham. 2013
An Automatic Course Scheduling Approach Using Instructors' Preferences H Faris, I Aljarah. 2012
Fermentation Process Modeling Using Takagi-Sugeno Fuzzy Model R Hiary, A Sheta, H Faris. 2012
Predicting Stock Abundance of the Barents Sea Capelin Using Genetic Programming MA Alaa Sheta Hossam Faris. 2012
Framework and implementation of a knowledge management system for aerospace collaborative working environments H Faris, S Totaro, A Corallo. 2011
AN SQL EXTENSION FOR LATENT SEMANTIC ANALYSIS C Bisconti, A Corallo, H Faris, S Totaro. 2011
Improving knowledge handling by building intelligent systems using social agent modelling A Fayoumi, H Faris, F Grippa. 2009
A Parallel Genetic Algorithm for Solving Time Tabling Problem AT Hossam Faris, Alaa Sheta. 2008

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