Ala' M. Al-Zoubi

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 30

Top Topics

Optimisation Algorithm

Feature Selection

Top Venues

Knowl. Based Syst.

Expert Syst. Appl.

Publications

Ala' M. Al-Zoubi, Antonio M. Mora, Hossam Faris
A Multilingual Spam Reviews Detection Based on Pre-Trained Word Embedding and Weighted Swarm Support Vector Machines. IEEE Access 11 (2023)
Kit Yan Chan, Bilal Abu-Salih, Raneem Qaddoura, Ala' M. Al-Zoubi, Vasile Palade, Duc-Son Pham, Javier Del Ser, Khan Muhammad
Deep neural networks in the cloud: Review, applications, challenges and research directions. Neurocomputing 545 (2023)
Lakhan Dev Sharma, Vijay Kumar Bohat, Maria Habib, Ala' M. Al-Zoubi, Hossam Faris, Ibrahim Aljarah
Evolutionary inspired approach for mental stress detection using EEG signal. Expert Syst. Appl. 197 (2022)
Anh T. Dang, Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Pedro A. Castillo
EvoCC: An Open-Source Classification-Based Nature-Inspired Optimization Clustering Framework in Python. EvoApplications (2022)
Omar A. Alzubi, Jafar Ahmad Abed Alzubi, Ala' M. Al-Zoubi, Mohammad A. Hassonah, Utku Kose
An efficient malware detection approach with feature weighting based on Harris Hawks optimization. Clust. Comput. 25 (4) (2022)
Ruba Obiedat, Raneem Qaddoura, Ala' M. Al-Zoubi, Laila Al Qaisi, Osama Harfoushi, Mo'ath Alrefai, Hossam Faris
Sentiment Analysis of Customers' Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution. IEEE Access 10 (2022)
Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25 (4) (2021)
Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah
Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25 (4) (2021)
Raneem Qaddoura, Ala' M. Al-Zoubi, Iman M. Almomani, Hossam Faris
Predicting Different Types of Imbalanced Intrusion Activities Based on a Multi-Stage Deep Learning Approach. ICIT (2021)
Ala' M. Al-Zoubi, Ja'far Alqatawna, Hossam Faris, Mohammad A. Hassonah
Spam profiles detection on social networks using computational intelligence methods: The effect of the lingual context. J. Inf. Sci. 47 (1) (2021)
Wadi' Hijawi, Ja'far Alqatawna, Ala' M. Al-Zoubi, Mohammad A. Hassonah, Hossam Faris
Android botnet detection using machine learning models based on a comprehensive static analysis approach. J. Inf. Secur. Appl. 58 (2021)
Raneem Qaddoura, Ala' M. Al-Zoubi, Hossam Faris, Iman M. Almomani
A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning. Sensors 21 (9) (2021)
Ruba Obiedat, Laila Al Qaisi, Raneem Qaddoura, Osama Harfoushi, Ala' M. Al-Zoubi
An Intelligent Hybrid Sentiment Analyzer for Personal Protective Medical Equipments Based on Word Embedding Technique: The COVID-19 Era. Symmetry 13 (12) (2021)
Bilal Al-Ahmad, Ala' M. Al-Zoubi, Ruba Abu Khurma, Ibrahim Aljarah
An Evolutionary Fake News Detection Method for COVID-19 Pandemic Information. Symmetry 13 (6) (2021)
Mohammed Eshtay, Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Ibrahim Aljarah
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents. Neural Comput. Appl. 33 (11) (2021)
Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access 9 (2021)
Lina Alhmoud, Ruba Abu Khurma, Ala' M. Al-Zoubi, Ibrahim Aljarah
A Real-Time Electrical Load Forecasting in Jordan Using an Enhanced Evolutionary Feedforward Neural Network. Sensors 21 (18) (2021)
Nazeeh Ghatasheh, Hossam Faris, Ruba Abukhurma, Pedro A. Castillo, Nailah Al-Madi, Antonio Miguel Mora, Ala' M. Al-Zoubi, Ahmad Basheer Hassanat
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market. Prog. Artif. Intell. 9 (4) (2020)
Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili
Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. 140 (2020)
Dana Al Qudah, Ala' M. Al-Zoubi, Pedro Ángel Castillo Valdivieso, Hossam Faris
Sentiment Analysis for e-Payment Service Providers Using Evolutionary eXtreme Gradient Boosting. IEEE Access 8 (2020)
Mohammad A. Hassonah, Rizik M. H. Al-Sayyed, Ali Rodan, Ala' M. Al-Zoubi, Ibrahim Aljarah, Hossam Faris
An efficient hybrid filter and evolutionary wrapper approach for sentiment analysis of various topics on Twitter. Knowl. Based Syst. 192 (2020)
Majdi M. Mafarja, Ibrahim Aljarah, Hossam Faris, Abdelaziz I. Hammouri, Ala' M. Al-Zoubi, Seyedali Mirjalili
Binary grasshopper optimisation algorithm approaches for feature selection problems. Expert Syst. Appl. 117 (2019)
Hossam Faris, Ala' M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi M. Mafarja, Mohammad A. Hassonah, Hamido Fujita
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. Inf. Fusion 48 (2019)
Alaa S. AlAgha, Hossam Faris, Bassam H. Hammo, Ala' M. Al-Zoubi
-thalassemia carriers using a data mining approach: The case of the Gaza Strip, Palestine. Artif. Intell. Medicine 88 (2018)
Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. 154 (2018)
Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. 145 (2018)
Ibrahim Aljarah, Ala' M. Al-Zoubi, Hossam Faris, Mohammad A. Hassonah, Seyedali Mirjalili, Heba Saadeh
Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm. Cogn. Comput. 10 (3) (2018)
Hossam Faris, Mohammad A. Hassonah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Ibrahim Aljarah
A multi-verse optimizer approach for feature selection and optimizing SVM parameters based on a robust system architecture. Neural Comput. Appl. 30 (8) (2018)
Ala' M. Al-Zoubi, Hossam Faris, Ja'far Alqatawna, Mohammad A. Hassonah
Evolving Support Vector Machines using Whale Optimization Algorithm for spam profiles detection on online social networks in different lingual contexts. Knowl. Based Syst. 153 (2018)
Wadi' Hijawi, Hossam Faris, Ja'far Alqatawna, Ibrahim Aljarah, Ala' M. Al-Zoubi, Maria Habib
EMFET: E-mail Features Extraction Tool. CoRR (2017)