Hossam Faris

Hossam Faris's AcademicInfluence.com Rankings

Hossam Faris

Computer Science

#9853

World Rank

#10336

Historical Rank

Computer Engineering

#138

World Rank

#140

Historical Rank

Data Science

#246

World Rank

#251

Historical Rank

Algorithms

#406

World Rank

#411

Historical Rank

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Computer Science

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Hossam Faris's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Salp Swarm Algorithm: A bio-inspired optimizer for engineering design problems (2017) (2677)
Harris hawks optimization: Algorithm and applications (2019) (2418)
Optimizing connection weights in neural networks using the whale optimization algorithm (2018) (540)
Grey wolf optimizer: a review of recent variants and applications (2018) (467)
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems (2018) (450)
Grasshopper optimization algorithm for multi-objective optimization problems (2018) (446)
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems (2017) (336)
Binary grasshopper optimisation algorithm approaches for feature selection problems (2019) (294)
Binary dragonfly optimization for feature selection using time-varying transfer functions (2018) (282)
An efficient hybrid multilayer perceptron neural network with grasshopper optimization (2018) (211)
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks (2019) (201)
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture (2018) (192)
Training feedforward neural networks using multi-verse optimizer for binary classification problems (2016) (185)
Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm (2018) (177)
Asynchronous accelerating multi-leader salp chains for feature selection (2018) (166)
An evolutionary gravitational search-based feature selection (2019) (143)
Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection (2020) (123)
An enhanced associative learning-based exploratory whale optimizer for global optimization (2019) (115)
Evolving Support Vector Machines using Whale Optimization Algorithm for spam profiles detection on online social networks in different lingual contexts (2018) (105)
A Comparison between Regression, Artificial Neural Networks and Support Vector Machines for Predicting Stock Market Index (2015) (105)
Improved monarch butterfly optimization for unconstrained global search and neural network training (2018) (99)
Training radial basis function networks using biogeography-based optimizer (2018) (97)
Genetic Algorithm: Theory, Literature Review, and Application in Image Reconstruction (2019) (94)
MTDE: An effective multi-trial vector-based differential evolution algorithm and its applications for engineering design problems (2020) (93)
Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection (2019) (92)
Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines (2019) (90)
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification (2019) (88)
Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks (2019) (88)
Improving Extreme Learning Machine by Competitive Swarm Optimization and its application for medical diagnosis problems (2018) (82)
Time-varying hierarchical chains of salps with random weight networks for feature selection (2020) (75)
Bat-inspired algorithms with natural selection mechanisms for global optimization (2018) (74)
EvoloPy: An Open-source Nature-inspired Optimization Framework in Python (2016) (74)
Natural selection methods for Grey Wolf Optimizer (2018) (68)
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach (2019) (68)
Optimizing the Learning Process of Feedforward Neural Networks Using Lightning Search Algorithm (2016) (66)
Feature Selection Using Salp Swarm Algorithm with Chaos (2018) (66)
Automatic selection of hidden neurons and weights in neural networks using grey wolf optimizer based on a hybrid encoding scheme (2019) (66)
River suspended sediment load prediction based on river discharge information: application of newly developed data mining models (2020) (64)
Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection (2019) (62)
Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering (2019) (58)
Optimizing Software Effort Estimation Models Using Firefly Algorithm (2015) (55)
Evolutionary static and dynamic clustering algorithms based on multi-verse optimizer (2018) (53)
Binary multi-verse optimization algorithm for global optimization and discrete problems (2019) (52)
Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems (2019) (52)
Optimizing Feedforward neural networks using Krill Herd algorithm for E-mail spam detection (2015) (51)
Improving financial bankruptcy prediction in a highly imbalanced class distribution using oversampling and ensemble learning: a case from the Spanish market (2019) (51)
A dynamic locality multi-objective salp swarm algorithm for feature selection (2020) (50)
An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter (2020) (46)
Hybrid Data Mining Models for Predicting Customer Churn (2015) (46)
Chapter 28 – Evolving Radial Basis Function Networks Using Moth–Flame Optimizer (2017) (44)
Feature engineering for detecting spammers on Twitter: Modelling and analysis (2018) (44)
Predicting Customer Churn in Telecom Industry using Multilayer Preceptron Neural Networks : Modeling and Analysis (2014) (44)
Hybridized Extreme Learning Machine Model with Salp Swarm Algorithm: A Novel Predictive Model for Hydrological Application (2020) (43)
Prediction of PM10 and TSP Air Pollution Parameters Using Artificial Neural Network Autoregressive, External Input Models: A Case Study in Salt, Jordan (2013) (40)
Intelligent detection of hate speech in Arabic social network: A machine learning approach (2020) (39)
An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques (2018) (38)
Data Security Issues and Challenges in Cloud Computing: A Conceptual Analysis and Review (2014) (38)
Improving Knowledge Based Spam Detection Methods: The Effect of Malicious Related Features in Imbalance Data Distribution (2015) (34)
Augmented whale feature selection for IoT attacks: Structure, analysis and applications (2020) (34)
A binary multi-verse optimizer for 0-1 multidimensional knapsack problems with application in interactive multimedia systems (2019) (33)
Salp Chain-Based Optimization of Support Vector Machines and Feature Weighting for Medical Diagnostic Information Systems (2019) (33)
Relational Learning Analysis of Social Politics using Knowledge Graph Embedding (2020) (32)
An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio (2019) (32)
Artificial Neural Networks for Surface Ozone Prediction: Models and Analysis (2014) (32)
Metaheuristic-based extreme learning machines: a review of design formulations and applications (2018) (31)
A Hybrid Approach Based on Particle Swarm Optimization and Random Forests for E-Mail Spam Filtering (2016) (31)
A Multi-Stage Classification Approach for IoT Intrusion Detection Based on Clustering with Oversampling (2021) (29)
Applying computational intelligence methods for predicting the sales of newly published books in a real editorial business management environment (2017) (28)
Adaptive $$\beta -$$β-hill climbing for optimization (2019) (28)
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context (2020) (27)
Hybrid SMOTE-Ensemble Approach for Software Defect Prediction (2017) (26)
Identifying β-thalassemia carriers using a data mining approach: The case of the Gaza Strip, Palestine (2018) (26)
Evolving neural networks using bird swarm algorithm for data classification and regression applications (2019) (26)
Modelling hot rolling manufacturing process using soft computing techniques (2013) (25)
A Genetic Programming Based Framework for Churn Prediction in Telecommunication Industry (2014) (25)
Improving email spam detection using content based feature engineering approach (2017) (25)
Bidirectional reservoir networks trained using SVM$$+$$+ privileged information for manufacturing process modeling (2017) (24)
Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data (2021) (24)
Software Defect Prediction Using Heterogeneous Ensemble Classification Based on Segmented Patterns (2020) (24)
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework (2020) (24)
A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning (2021) (23)
Fraud Detection Model Based on Multi-Verse Features Extraction Approach for Smart City Applications (2019) (23)
Cycle reservoir with regular jumps for forecasting ozone concentrations: two real cases from the east of Croatia (2018) (22)
A Hybrid Swarm Intelligent Neural Network Model for Customer Churn Prediction and Identifying the Influencing Factors (2018) (21)
Optimizing Extreme Learning Machines Using Chains of Salps for Efficient Android Ransomware Detection (2020) (21)
A Modified Multi-objective Particle Swarm Optimizer-Based Lévy Flight: An Approach Toward Intrusion Detection in Internet of Things (2020) (21)
Customer churn prediction using a hybrid genetic programming approach (2013) (20)
Business Analytics in Telemarketing: Cost-Sensitive Analysis of Bank Campaigns Using Artificial Neural Networks (2020) (20)
Optimizing Feedforward Neural Networks Using Biogeography Based Optimization for E-Mail Spam Identification (2016) (20)
Spam profiles detection on social networks using computational intelligence methods: The effect of the lingual context (2019) (20)
Nature-Inspired Metaheuristics Search Algorithms for Solving the Economic Load Dispatch Problem of Power System: A Comparison Study (2019) (20)
Negative Correlation Learning for Customer Churn Prediction: A Comparison Study (2015) (20)
An intelligent evolutionary extreme gradient boosting algorithm development for modeling scour depths under submerged weir (2021) (19)
Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things (2019) (18)
Intelligent system based on data mining techniques for prediction of preterm birth for women with cervical cerclage (2020) (17)
Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis (2019) (17)
Evolutionary inspired approach for mental stress detection using EEG signal (2022) (15)
Improving production quality of a hot-rolling industrial process via genetic programming model (2014) (15)
MGP–CC: a hybrid multigene GP–Cuckoo search method for hot rolling manufacture process modelling (2016) (15)
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting (2021) (15)
Neighborhood Cleaning Rules and Particle Swarm Optimization for Predicting Customer Churn Behavior in Telecom Industry (2014) (15)
Sentiment analysis for Arabic language: A brief survey of approaches and techniques (2018) (15)
An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis (2020) (14)
Oriented stochastic loss descent algorithm to train very deep multi-layer neural networks without vanishing gradients (2021) (14)
A comparison between parametric and non-parametric soft computing approaches to model the temperature of a metal cutting tool (2016) (14)
Evolutionary Machine Learning Techniques (2020) (14)
Mobile Based Learning and Examination: Students and Instructors Perceptions from Different Arab Countries (2013) (14)
Voting-based Classification for E-mail Spam Detection (2016) (14)
Echo State Network with SVM-readout for customer churn prediction (2015) (13)
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market (2020) (13)
Android botnet detection using machine learning models based on a comprehensive static analysis approach (2021) (13)
Toward a Detection Framework for Android Botnet (2017) (13)
A parallel metaheuristic approach for ensemble feature selection based on multi-core architectures (2021) (13)
Medical speciality classification system based on binary particle swarms and ensemble of one vs. rest support vector machines (2020) (13)
Identification of the Tennessee Eastman Chemical Process Reactor Using Genetic Programming (2013) (12)
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems (2021) (12)
Credit Risk Evaluation Using Cycle Reservoir Neural Networks with Support Vector Machines Readout (2016) (12)
Impact of Internet Advertisement and Its Features on E-Commerce Retail Sales: Evidence from Europe (2013) (11)
Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting (2020) (11)
A Genetic Programming Model for S&P 500 Stock Market Prediction (2013) (11)
Adaptiveˇ−hill climbing for optimization (2019) (11)
A Survey of Concepts Location Enhancement for Program Comprehension and Maintenance (2014) (11)
Pattern Recognition of Thermal Images for Monitoring of Breathing Function (2015) (10)
Forecasting ozone concentrations in the east of Croatia using nonparametric Neural Network Models (2016) (10)
An evolutionary optimized artificial intelligence model for modeling scouring depth of submerged weir (2020) (9)
A competitive swarm optimizer with hybrid encoding for simultaneously optimizing the weights and structure of Extreme Learning Machines for classification problems (2020) (9)
EvoImputer: An evolutionary approach for Missing Data Imputation and feature selection in the context of supervised learning (2021) (9)
Automatic Email Spam Detection using Genetic Programming with SMOTE (2018) (9)
Forecasting global carbon dioxide emission using auto-regressive with eXogenous input and evolutionary product unit neural network models (2015) (8)
A modified bond energy algorithm with fuzzy merging and its application to Arabic text document clustering (2020) (8)
A Classification Approach Based on Evolutionary Clustering and Its Application for Ransomware Detection (2021) (8)
An intelligent multimodal medical diagnosis system based on patients’ medical questions and structured symptoms for telemedicine (2021) (8)
Link Prediction Using Evolutionary Neural Network Models (2019) (8)
Neuro-evolutionary models for imbalanced classification problems (2020) (8)
Framework and Implementation of a Knowledge Management System for Aerospace Collaborative Working Environments (2011) (8)
Sentiment Analysis of Customers’ Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution (2022) (8)
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm (2020) (7)
Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification (2019) (7)
Initializing Genetic Programming using Fuzzy Clustering and its Application in Churn Prediction in the Telecom Industry (2015) (7)
A Predictive Text System for Medical Recommendations in Telemedicine: A Deep Learning Approach in the Arabic Context (2021) (7)
Empirical Evaluation of the Cycle Reservoir with Regular Jumps for Time Series Forecasting: A Comparison Study (2017) (6)
An Automatic Course Scheduling Approach Using Instructors' Preferences (2012) (5)
The Influence of Input Data Standardization Methods on the Prediction Accuracy of Genetic Programming Generated Classifiers (2018) (5)
AltibbiVec: A Word Embedding Model for Medical and Health Applications in the Arabic Language (2021) (5)
Introduction to Evolutionary Machine Learning Techniques (2019) (5)
Developing Trip Generation Rates for Hospitals in Amman (2014) (5)
Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach (2021) (5)
Grey wolf optimizer: a review of recent variants and applications (2017) (5)
A cooperative coevolutionary method for optimizing random weight networks and its application for medical classification problems (2020) (4)
F ermentation Process Modeling Using Takagi-Sugeno Fuzzy Model (2012) (4)
Improving Knowledge Handling by Building Intelligent Systems Using Social Agent Modelling (2009) (4)
On Computerizing the Ancient Game of Ṭāb (2018) (4)
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization (2021) (4)
Total Dissolved Salt Prediction Using Neurocomputing Models: Case Study of Gypsum Soil Within Iraq Region (2021) (4)
Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach (2021) (4)
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents (2020) (4)
Users Profiling Using Clickstream Data Analysis and Classification (2016) (4)
Optimizing connection weights in neural networks using the whale optimization algorithm (2016) (3)
Optimizing Thermostable Enzymes Production Using Multigene Symbolic Regression Genetic Programming (2013) (3)
Influence of Nitrogen-di-Oxide, Temperature and Relative Humidity on Surface Ozone Modeling Process Using Multigene Symbolic Regression Genetic Programming (2015) (3)
Robotics Evolution: from Remote Brain to Cloud (2019) (3)
Evolving Genetic Programming Models for Predicting Quantities of Adhesive Wear in Low and Medium Carbon Steel (2019) (3)
An Evolutionary-based Random Weight Networks with Taguchi Method for Arabic Web Pages Classification (2021) (3)
Forecasting Business Failure in Highly Imbalanced Distribution based on Delay Line Reservoir (2018) (3)
Predicting Different Types of Imbalanced Intrusion Activities Based on a Multi-Stage Deep Learning Approach (2021) (3)
Identification of players' positions in a multi-agent game using artificial neural networks and C4.5 algorithm: A comparative study (2013) (2)
Towards Automated Comprehensive Feature Engineering for Spam Detection (2019) (2)
Predicting Stock Market Exchange Prices for the Reserve Bank of Australia Using Auto-Regressive Feedforward Neural Network Model (2015) (2)
Dead Sea Water Level and Surface Area Monitoring Using Spatial Data Extraction from Remote Sensing Images (2013) (2)
EMFET: E-mail Features Extraction Tool (2017) (2)
A Comprehensive Review of Evaluation and Fitness Measures for Evolutionary Data Clustering (2021) (2)
Estimating ARMA Model Parameters of an Industrial Process Using Meta-Heuristic Search Algorithms (2018) (2)
A Grey Wolf-Based Clustering Algorithm for Medical Diagnosis Problems (2021) (2)
Predicting Surface Ozone Concentrations using Support Vector Regression (2014) (2)
Visualization analysis of feed forward neural network input contribution (2014) (2)
Evaluation of Spatial Image Processing Approaches for Calculating Water Surface Area : Case of the Dead Sea (2014) (2)
Automatic symptoms identification from a massive volume of unstructured medical consultations using deep neural and BERT models (2022) (1)
Introduction to Evolutionary Data Clustering and Its Applications (2021) (1)
An Intelligent Approach for the Effect of Social Media on Undergraduate Students Performance: A Case Study in the University of Jordan (2020) (1)
An enhanced associative learning-based exploratory whale optimizer for global optimization (2019) (1)
Cost-Sensitive Metaheuristic Optimization-Based Neural Network with Ensemble Learning for Financial Distress Prediction (2022) (1)
Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings (2022) (1)
Spam Reviews Detection in the Time of COVID-19 Pandemic: Background, Definitions, Methods and Literature Analysis (2022) (1)
Demystifying echo state network with deterministic simple topologies (2019) (1)
SHAPING AN EXPERTS LOCATOR SYSTEM: RECOMMENDING THE RIGHT EXPERT (2014) (1)
Corporate e-Learning Environment Using Concept Maps: a Case Study (2013) (1)
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting (2021) (1)
Developing and Calibrating Single-Regime Traffic Flow Models for Urban Multi-Lane Roads (2014) (0)
Training radial basis function networks using biogeography-based optimizer (2016) (0)
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture (2017) (0)
EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python (2022) (0)
Identifying Botnets by Analysing Twitter Traffic during the Super Bowl (2020) (0)
Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting (2021) (0)
Prediction of Hysteresis Loop of Barium Hexaferrite Nanoparticles Based on Neuroevolutionary Models (2021) (0)
Contributors (2019) (0)
On Symbolic Regression for Optimizing Thermostable Lipase Production (2014) (0)
Developing Population Behavioral Parameters Influencing Earthquake Disaster Preparedness and Planning : A Genetic Algorithm Approach (2015) (0)
prediction using Genetic Programming : A Case Study in Salt , Jordan (2014) (0)
Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting (2021) (0)
AN SQL EXTENSION FOR LATENT SEMANTIC ANALYSIS (2011) (0)
An efficient hybrid multilayer perceptron neural network with grasshopper optimization (2018) (0)
Telecom Industry using Multilayer Preceptron Neural Networks : Modeling and Analysis (2016) (0)

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What Schools Are Affiliated With Hossam Faris?

Hossam Faris is affiliated with the following schools:

University of Jordan

Hossam Faris's Academic­Influence.com Rankings

Why Is Hossam Faris Influential?

Hossam Faris's Published Works

Published Works

What Schools Are Affiliated With Hossam Faris?

Hossam Faris's AcademicInfluence.com Rankings