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Prof. Ibrahim Aljarah is a Keynote speech @ Zarqa University

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Evolutionary Algorithms and Machine Learning (EVO ML)

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Featured Publications

A hierarchical intrusion detection system based on extreme learning machine and nature-inspired optimization

Authors: Alzaqebah, Abdullah and Aljarah, Ibrahim and Al-Kadi, Omar2023

Journal: Computers & Security

Doi: https://doi.org/10.1016/j.cose.2022.102957

Effective use of smart cities in crisis cases: A systematic review of the literature

Authors: Alshamaila, Yazn and Papagiannidis, Savvas and Alsawalqah, Hamad and Aljarah, Ibrahim2023

Journal: International Journal of Disaster Risk Reduction

Doi: https://doi.org/10.1016/j.ijdrr.2023.103521

A Modified Grey Wolf Optimization Algorithm for an Intrusion Detection System

Authors: Alzaqebah, Abdullah and Aljarah, Ibrahim and Al-Kadi, Omar and Dama{\v{s}}evi{\v{c}}ius, Robertas2022

Journal: Mathematics

Doi: https://doi.org/10.3390/math10060999

A review of the modification strategies of the nature inspired algorithms for feature selection problem

Authors: Abu Khurma, Ruba and Aljarah, Ibrahim and Sharieh, Ahmad and Abd Elaziz, Mohamed and Dama{\v{s}}evi{\v{c}}ius, Robertas and Krilavi{\v{c}}ius, Tomas2022

Journal: Mathematics

Doi: https://doi.org/10.3390/math10030464

An enhanced evaporation rate water-cycle algorithm for global optimization

Authors: Hussien, Abdelazim G and Hashim, Fatma A and Qaddoura, Raneem and Abualigah, Laith and Pop, Adrian2022

Journal: Processes

Doi: https://doi.org/10.3390/pr10112254

An intelligent system for multi-topic social spam detection in microblogging

Authors: Abu-Salih, Bilal and Qudah, Dana Al and Al-Hassan, Malak and Ghafari, Seyed Mohssen and Issa, Tomayess and Aljarah, Ibrahim and Beheshti, Amin and Alqahtani, Sulaiman2022

Journal: Journal of Information Science

Doi: https://doi.org/10.1177/01655515221124062

Automatic Symptoms Identification from a Massive Volume of Unstructured Medical Consultations Using Deep Neural and BERT models

Authors: Faris, Hossam and Faris, Mohammad and Habib, Maria and Alomari, Alaa2022

Journal: Heliyon

Doi: https://doi.org/10.1016/j.heliyon.2022.e09683

Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach

Authors: Faris, Hossam and Habib, Maria and Faris, Mohammad and Alomari, Alaa and Castillo, Pedro A and Alomari, Manal2022

Journal: Journal of Ambient Intelligence and Humanized Computing

Doi: https://link.springer.com/article/10.1007/s12652-021-02948-w

Cost-Sensitive Metaheuristic Optimization-Based Neural Network with Ensemble Learning for Financial Distress Prediction

Authors: Safi, Salah Al-Deen and Castillo, Pedro A and Faris, Hossam2022

Journal: Applied Sciences

Doi: https://doi.org/10.3390/app12146918

Evolutionary inspired approach for mental stress detection using EEG signal

Authors: Sharma, Lakhan Dev and Bohat, Vijay Kumar and Habib, Maria and Ala’M, Al-Zoubi and Faris, Hossam and Aljarah, Ibrahim2022

Journal: Expert Systems with Applications

Doi: http://dx.doi.org/10.1016/j.eswa.2022.116634

Offensive Language Detection in Arabic Social Networks Using Evolutionary-Based Classifiers Learned From Fine-Tuned Embeddings

Authors: Shannaq, Fatima and Hammo, Bassam and Faris, Hossam and Castillo-Valdivieso, Pedro A2022

Journal: IEEE Access

Doi: http://dx.doi.org/10.1109/ACCESS.2022.3190960

Sentiment analysis of customers’ reviews using a hybrid evolutionary SVM-based approach in an imbalanced data distribution

Authors: {Obiedat, Ruba and Qaddoura, Raneem and Ala’M, Al-Zoubi and Al-Qaisi, Laila and Harfoushi, Osama and Alrefai, Mo’ath and Faris, Hossam2022

Journal: IEEE Access

Doi: https://doi.org/10.1109/ACCESS.2022.3149482

Solar PV power forecasting at Yarmouk University using machine learning techniques

Authors: Alhmoud, Lina and Ala’M, Al-Zoubi and Aljarah, Ibrahim2022

Journal: Open Engineering

Doi: http://dx.doi.org/10.1515/eng-2022-0386

Spam Reviews Detection in the Time of COVID-19 Pandemic: Background, Definitions, Methods and Literature Analysis

Authors: Al-Zoubi, Ala’M and Mora, Antonio M and Faris, Hossam2022

Journal: Applied Sciences

Doi: https://doi.org/10.3390/app12073634

Swarm intelligence-based model for improving prediction performance of low-expectation teams in educational software engineering projects

Authors: Al-Ahmad, Bilal I and Ala’A, Al-Zoubi and Kabir, Md Faisal and Al-Tawil, Marwan and Aljarah, Ibrahim2022

Journal: PeerJ Computer Science

Doi: https://doi.org/10.7717%2Fpeerj-cs.857

Temporal prediction of traffic characteristics on real road scenarios in Amman

Authors: Qaddoura, Raneem and Younes, Maram Bani2022

Journal: Journal of Ambient Intelligence and Humanized Computing

Doi: http://dx.doi.org/10.1007/s12652-022-03708-0

The design, construction and evaluation of annotated Arabic cyberbullying corpus

Authors: Shannag, Fatima and Hammo, Bassam H and Faris, Hossam2022

Journal: Education and Information Technologies

Doi: https://doi.org/10.1007%2Fs10639-022-11056-x

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