Raneem Qaddoura

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 27

Top Topics

Top Venues

J. Comput. Des. Eng.

EvoApplications

Publications

Fatma A. Hashim, Reham R. Mostafa, Ruba Abu Khurma, Raneem Qaddoura, Pedro A. Castillo
A new approach for solving global optimization and engineering problems based on modified Sea Horse Optimizer. CoRR (2024)
Raneem Qaddoura, Hossam Faris
Evolving random weight neural networks based on oversampled-segmented examples for IoT intrusion detection. J. Supercomput. 80 (11) (2024)
Raneem Qaddoura, Maram Bani Younes, Azzedine Boukerche
Towards optimal tuned machine learning techniques based vehicular traffic prediction for real roads scenarios. Ad Hoc Networks 161 (2024)
Bilal Abu-Salih, Pornpit Wongthongtham, Kevin Coutinho, Raneem Qaddoura, Omar Alshaweesh, Mohammad O. Wedyan
The development of a road network flood risk detection model using optimised ensemble learning. Eng. Appl. Artif. Intell. 122 (2023)
Rong Zheng, Abdelazim G. Hussien, Raneem Qaddoura, Heming Jia, Laith Abualigah, Shuang Wang, Abeer Saber
A multi-strategy enhanced African vultures optimization algorithm for global optimization problems. J. Comput. Des. Eng. 10 (1) (2023)
Fatma A. Hashim, Reham R. Mostafa, Ruba Abu Khurma, Raneem Qaddoura, Pedro A. Castillo
A new approach for solving global optimization and engineering problems based on modified sea horse optimizer. J. Comput. Des. Eng. 11 (1) (2023)
Raneem Qaddoura, Maram Bani Younes
Temporal prediction of traffic characteristics on real road scenarios in Amman. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Mariam M. Biltawi, Raneem Qaddoura, Hossam Faris
Optimizing Feature Selection and Oversampling Using Metaheuristic Algorithms for Binary Fraud Detection Classification. AIAI (1) (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)
Raneem Qaddoura, Mariam M. Biltawi, Hossam Faris
A Metaheuristic Approach for Life Expectancy Prediction based on Automatically Fine-tuned Models with Feature Selection. AIBThings (2023)
Raneem Qaddoura, Maram Bani Younes, Azzedine Boukerche
Machine Learning Based Prediction with Parameters Tuning of Multi-Label Real Road Vehicles Characteristics. PE-WASUN (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)
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)
Raneem Qaddoura, Maram Bani Younes, Azzedine Boukerche
Predicting Traffic Characteristics of Real Road Scenarios in Jordan and Gulf Region. Q2SWinet (2021)
Maria Habib, Mohammad Faris, Raneem Qaddoura, Manal Alomari, Alaa Alomari, Hossam Faris
Toward an Automatic Quality Assessment of Voice-Based Telemedicine Consultations: A Deep Learning Approach. Sensors 21 (9) (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)
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)
Ibrahim Aljarah, Maria Habib, Neveen Mohammed Hijazi, Hossam Faris, Raneem Qaddoura, Bassam Hammo, Mohammad Abd-Alrahman Mahmoud Abushariah, Mohammad Alfawareh
Intelligent detection of hate speech in Arabic social network: A machine learning approach. J. Inf. Sci. 47 (4) (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah
An efficient evolutionary algorithm with a nearest neighbor search technique for clustering analysis. J. Ambient Intell. Humaniz. Comput. 12 (8) (2021)
Iman M. Almomani, Raneem Qaddoura, Maria Habib, Samah Alsoghyer, Aala Al Khayer, Ibrahim Aljarah, Hossam Faris
Android Ransomware Detection Based on a Hybrid Evolutionary Approach in the Context of Highly Imbalanced Data. IEEE Access 9 (2021)
Maria Habib, Mohammad Faris, Raneem Qaddoura, Alaa Alomari, Hossam Faris
A Predictive Text System for Medical Recommendations in Telemedicine: A Deep Learning Approach in the Arabic Context. IEEE Access 9 (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework. SN Comput. Sci. 2 (3) (2021)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Juan Julián Merelo Guervós, Pedro A. Castillo
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm. IJCCI (2020)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah, Pedro A. Castillo
EvoCluster: An Open-Source Nature-Inspired Optimization Clustering Framework in Python. EvoApplications (2020)
Raneem Qaddoura, Waref Al Manaseer, Mohammad A. M. Abushariah, Mohammad Aref Alshraideh
Dental radiography segmentation using expectation-maximization clustering and grasshopper optimizer. Multim. Tools Appl. 79 (29-30) (2020)
Raneem Qaddoura, Hossam Faris, Ibrahim Aljarah
-nearest neighbors with an indexing ratio. Int. J. Mach. Learn. Cybern. 11 (3) (2020)