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

Hossam Faris, Ala’ M. Al-Zoubi, Ali Asghar Heidari, +4

Information Fusion

Evolutionary Data MiningIntelligent SystemSpam DetectionAbuse DetectionEngineering +12

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

Ibrahim Aljarah, Ala’ M. Al-Zoubi, Hossam Faris, +3

Cognitive Computation

Data ClassificationSupport Vector MachineEngineeringMachine LearningData Science +9

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

Hossam Faris, Mohammad A. Hassonah, Ala’ M. Al-Zoubi, +2

Neural Computing and Applications

Support Vector MachineEngineeringMachine LearningData ScienceData Mining +10

Evolving Support Vector Machines using Whale Optimization Algorithm for spam profiles detection on online social networks in different lingual contexts

Ala’ M. Al-Zoubi, Hossam Faris, Ja’far Alqatawna, +1

Knowledge-Based Systems

Spam FilteringComputational Social ScienceSupport Vector MachineSocial MediaInformation Retrieval +10

An efficient malware detection approach with feature weighting based on Harris Hawks optimization

Omar A. Alzubi, Jafar A. Alzubi, Ala’ M. Al-Zoubi, +2

Cluster Computing

Search OptimizationEngineeringEvasion TechniqueThreat DetectionAnti-virus Technique +3

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

Mohammad A. Hassonah, Rizik Al-Sayyed, Ali Rodan, +3

Knowledge-Based Systems

Natural Language ProcessingEngineeringInformation RetrievalData ScienceData Mining +12

Spam profiles detection on social networks using computational intelligence methods: The effect of the lingual context

Ala’ M. Al-Zoubi, Ja’far Alqatawna, Hossam Faris, +1

Journal of Information Science

Abuse DetectionEngineeringMachine LearningMultilayer PerceptronSocial Network +22

Automatic Email Spam Detection using Genetic Programming with SMOTE

Maria Habib, Hossam Faris, Mohammad A. Hassonah, +3

Search OptimizationEvolutionary Data MiningClassification MethodBenchmark Email CorporaEngineering +12

Churn Prediction: A Comparative Study Using KNN and Decision Trees

Mohammad A. Hassonah, Ali Rodan, Abdel-Karim Al-Tamimi, +1

Customer SatisfactionEngineeringMachine LearningBusiness IntelligenceCustomer Profiling +18

Evolutionary competitive swarm exploring optimal support vector machines and feature weighting

Ala’ M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, +3

Soft Computing

Support Vector MachineEngineeringMachine LearningData ScienceData Mining +10