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Author

Raneem Qaddoura

ORCID: 0000-0003-4093-9349
Observed ORCID: 0000-0003-4093-9349
OpenAlex ID: A5044414661
Deep neural networks in the cloud: Review, applications, challenges and research directions
2023 · Kit Yan Chan, Bilal Abu-Salih, et al. · Neurocomputing · 234
Sentiment Analysis of Customers’ Reviews Using a Hybrid Evolutionary SVM-Based Approach in an Imbalanced Data Distribution
2022 · Ruba Obiedat, Raneem Qaddoura, et al. · IEEE Access · 187
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Intelligent detection of hate speech in Arabic social network: A machine learning approach
2020 · Ibrahim Aljarah, Maria Habib, et al. · Journal of Information Science · 131
A Multi-Layer Classification Approach for Intrusion Detection in IoT Networks Based on Deep Learning
2021 · Raneem Qaddoura, Ala’ M. Al-Zoubi, et al. · Sensors · 110
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Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data
2021 · Iman Almomani, Raneem Qaddoura, et al. · IEEE Access · 98
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A Multi-Stage Classification Approach for IoT Intrusion Detection Based on Clustering with Oversampling
2021 · Raneem Qaddoura, Ala’ M. Al-Zoubi, et al. · Applied Sciences · 97
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An efficient clustering algorithm based on the k-nearest neighbors with an indexing ratio
2019 · Raneem Qaddoura, Hossam Faris, et al. · International Journal of Machine Learning and Cybernetics · 55
A multi-strategy enhanced African vultures optimization algorithm for global optimization problems
2023 · Rong Zheng, Abdelazim G Hussien, et al. · Journal of Computational Design and Engineering · 50
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An Object Classification Approach for Autonomous Vehicles Using Machine Learning Techniques
2023 · Majd Alqarqaz, Maram Bani Younes, et al. · World Electric Vehicle Journal · 36
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A Predictive Text System for Medical Recommendations in Telemedicine: A Deep Learning Approach in the Arabic Context
2021 · Maria Habib, Mohammad Faris, et al. · IEEE Access · 33
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An Evolutionary-Based Sentiment Analysis Approach for Enhancing Government Decisions during COVID-19 Pandemic: The Case of Jordan
2021 · Ruba Obiedat, Osama Harfoushi, et al. · Applied Sciences · 32
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A new approach for solving global optimization and engineering problems based on modified sea horse optimizer
2023 · Fatma A Hashim, Reham R Mostafa, et al. · Journal of Computational Design and Engineering · 31
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EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python
2020 · Raneem Qaddoura, Hossam Faris, et al. · Lecture notes in computer science · 31
The development of a road network flood risk detection model using optimised ensemble learning
2023 · Bilal Abu-Salih, Pornpit Wongthongtham, et al. · Engineering Applications of Artificial Intelligence · 30
An Enhanced Evaporation Rate Water-Cycle Algorithm for Global Optimization
2022 · Abdelazim G. Hussien, Fatma A. Hashim, et al. · Processes · 30
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An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis
2020 · Raneem Qaddoura, Hossam Faris, et al. · Journal of Ambient Intelligence and Humanized Computing · 27
Improving Fraud Detection in An Imbalanced Class Distribution Using Different Oversampling Techniques
2022 · Raneem Qaddoura, Mariam M. Biltawi · International Engineering Conference on Electrical, Energy, and Artificial Intelligence (EICEEAI) · 20
Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach
2021 · Maria Habib, Mohammad Faris, et al. · Sensors · 19
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Requirements Prioritization Techniques Review and Analysis
2017 · Raneem Qaddoura, Alaa Abu-Srhan, et al. · International Conference on New Trends in Computing Sciences (ICTCS) · 18
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework
2021 · Raneem Qaddoura, Hossam Faris, et al. · SN Computer Science · 17
Dental radiography segmentation using expectation-maximization clustering and grasshopper optimizer
2020 · Raneem Qaddoura, Waref Al Manaseer, et al. · Multimedia Tools and Applications · 17
Applications of Evolutionary Computation
2023 · João Correia, Stephen Smith, et al. · Lecture notes in computer science · 15
Temporal prediction of traffic characteristics on real road scenarios in Amman
2022 · Raneem Qaddoura, Maram Bani Younes · Journal of Ambient Intelligence and Humanized Computing · 15
Predicting Different Types of Imbalanced Intrusion Activities Based on a Multi-Stage Deep Learning Approach
2021 · Raneem Qaddoura, Ala' M. Al-Zoubi, et al. · 15
A Classification Approach Based on Evolutionary Clustering and Its Application for Ransomware Detection
2021 · Raneem Qaddoura, Ibrahim Aljarah, et al. · Algorithms for intelligent systems · 15
Works count: 52
Citation count: 1,472
H-index: 18
I10-index: 29
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