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, ... Information Fusion 48, 67-83, 2019 | 283 | 2019 |
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 Cognitive Computation 10, 478-495, 2018 | 251 | 2018 |
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture H Faris, MA Hassonah, AM Al-Zoubi, S Mirjalili, I Aljarah Neural Computing and Applications 30, 2355-2369, 2018 | 244 | 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 Knowledge-Based Systems 153, 91-104, 2018 | 139 | 2018 |
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 Knowledge-Based Systems 192, 105353, 2020 | 91 | 2020 |
An efficient malware detection approach with feature weighting based on Harris Hawks optimization OA Alzubi, JA Alzubi, AM Al-Zoubi, MA Hassonah, U Kose Cluster Computing, 1-19, 2022 | 85 | 2022 |
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 Evolutionary machine learning techniques: algorithms and applications, 11-34, 2020 | 47 | 2020 |
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 Journal of Information Science 47 (1), 58-81, 2021 | 42 | 2021 |
Churn prediction: A comparative study using knn and decision trees MA Hassonah, A Rodan, AK Al-Tamimi, J Alsakran 2019 Sixth HCT Information Technology Trends (ITT), 182-186, 2019 | 27 | 2019 |
Android botnet detection using machine learning models based on a comprehensive static analysis approach J Alqatawna, AZ Ala’M, MA Hassonah, H Faris Journal of Information Security and Applications 58, 102735, 2021 | 25 | 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 Soft Computing, 1-18, 2021 | 22* | 2021 |
Automatic email spam detection using genetic programming with SMOTE M Habib, H Faris, MA Hassonah, J Alqatawna, AF Sheta, AZ Ala'M 2018 Fifth HCT Information Technology Trends (ITT), 185-190, 2018 | 17 | 2018 |
A review of evolutionary data clustering algorithms for image segmentation L Al-Qaisi, MA Hassonah, MM Al-Zoubi, AM Al-Zoubi Evolutionary Data Clustering: Algorithms and Applications, 201-214, 2021 | 6 | 2021 |