Hamza Turabieh

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 34

Top Topics

Support Vector Machine Classification

Optimization Algorithm

Machine Learning

Top Venues

Comput. Biol. Medicine

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Majdi M. Mafarja, Thaer Thaher, Mohammed Azmi Al-Betar, Jingwei Too, Mohammed A. Awadallah, Iyad Abu Doush, Hamza Turabieh
Classification framework for faulty-software using enhanced exploratory whale optimizer-based feature selection scheme and random forest ensemble learning. Appl. Intell. 53 (15) (2023)
Majdi M. Mafarja, Thaer Thaher, Jingwei Too, Hamouda Chantar, Hamza Turabieh, Essam H. Houssein, Marwa M. Emam
An Efficient High-dimensional Feature Selection Approach Driven By Enhanced Multi-strategy Grey Wolf Optimizer for Biological Data Classification. Neural Comput. Appl. 35 (2) (2023)
Jiao Hu, Yi Liu, Ali Asghar Heidari, Yasmeen Bano, Alisherjon Ibrohimov, Guoxi Liang, Huiling Chen, Xumin Chen, Atef Zaguia, Hamza Turabieh
An effective model for predicting serum albumin level in hemodialysis patients. Comput. Biol. Medicine 140 (2022)
Yi Chen, Mingjing Wang, Ali Asghar Heidari, Beibei Shi, Zhongyi Hu, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. Expert Syst. Appl. 194 (2022)
Zenglin Qiao, Weifeng Shan, Nan Jiang, Ali Asghar Heidari, Huiling Chen, Yuntian Teng, Hamza Turabieh, Majdi M. Mafarja
Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. Int. J. Intell. Syst. 37 (6) (2022)
Salam Salameh Shreem, Hamza Turabieh, Sana Al Azwari, Faiz Baothman
Enhanced binary genetic algorithm as a feature selection to predict student performance. Soft Comput. 26 (4) (2022)
Jianfu Xia, Zhifei Wang, Daqing Yang, Rizeng Li, Guoxi Liang, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Zhifang Pan
Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. Comput. Biol. Medicine 143 (2022)
Thaer Thaher, Mohammed Awad, Mohammed Aldasht, Alaa F. Sheta, Hamza Turabieh, Hamouda Chantar
An Enhanced Evolutionary Based Feature Selection Approach Using Grey Wolf Optimizer for the Classification of High-dimensional Biological Data. J. Univers. Comput. Sci. 28 (5) (2022)
Thaer Thaher, Hamouda Chantar, Jingwei Too, Majdi M. Mafarja, Hamza Turabieh, Essam H. Houssein
Boolean Particle Swarm Optimization with various Evolutionary Population Dynamics approaches for feature selection problems. Expert Syst. Appl. 195 (2022)
Beibei Shi, Hua Ye, Ali Asghar Heidari, Long Zheng, Zhongyi Hu, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Peiliang Wu
Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization. J. King Saud Univ. Comput. Inf. Sci. 34 (8 Part A) (2022)
Songwei Zhao, Pengjun Wang, Xuehua Zhao, Hamza Turabieh, Majdi M. Mafarja, Huiling Chen
Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study. Eng. Comput. 38 (5) (2022)
Helong Yu, Jiawen Liu, Chengcheng Chen, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh
Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning. IEEE Access 9 (2021)
Zhangze Xu, Wenyong Gui, Ali Asghar Heidari, Guoxi Liang, Huiling Chen, Chengwen Wu, Hamza Turabieh, Majdi M. Mafarja
Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. IEEE Access 9 (2021)
Shubiao Wu, Peng Mao, Rizeng Li, Zhennao Cai, Ali Asghar Heidari, Jianfu Xia, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Xiaowei Chen
Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. Comput. Biol. Medicine 135 (2021)
Qian Zhang, Zhiyan Wang, Ali Asghar Heidari, Wenyong Gui, Qike Shao, Huiling Chen, Atef Zaguia, Hamza Turabieh, Mayun Chen
Gaussian Barebone Salp Swarm Algorithm with Stochastic Fractal Search for medical image segmentation: A COVID-19 case study. Comput. Biol. Medicine 139 (2021)
Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Chengye Li, Jinsheng Ouyang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Jingye Pan
Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. Comput. Biol. Medicine 136 (2021)
Thaer Thaher, Mahmoud Saheb, Hamza Turabieh, Hamouda Chantar
Intelligent Detection of False Information in Arabic Tweets Utilizing Hybrid Harris Hawks Based Feature Selection and Machine Learning Models. Symmetry 13 (4) (2021)
Zhi Liu, Ardashir Mohammadzadeh, Hamza Turabieh, Majdi M. Mafarja, Shahab S. Band, Amir Mosavi
A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems. IEEE Access 9 (2021)
GuoChun Wang, Wenyong Gui, Guoxi Liang, Xuehua Zhao, Mingjing Wang, Majdi M. Mafarja, Hamza Turabieh, Junyi Xin, Huiling Chen, Xinsheng Ma
Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. Complex. 2021 (2021)
Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Chengye Li
Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease. Comput. Biol. Medicine 134 (2021)
Ruyi Dong, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Shengsheng Wang
Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. Knowl. Based Syst. 233 (2021)
Weifeng Shan, Zenglin Qiao, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Yuntian Teng
Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis. Knowl. Based Syst. 214 (2021)
Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Jintao Ru, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Zhifang Pan
Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. Comput. Biol. Medicine 138 (2021)
Yousef Hassouneh, Hamza Turabieh, Thaer Thaher, Iyad Tumar, Hamouda Chantar, Jingwei Too
Boosted Whale Optimization Algorithm With Natural Selection Operators for Software Fault Prediction. IEEE Access 9 (2021)
Hamza Turabieh, Sana Al Azwari, Mahmoud Rokaya, Wael Alosaimi, Abdullah Alharbi, Wajdi Alhakami, Mrim Alnfiai
Enhanced Harris Hawks optimization as a feature selection for the prediction of student performance. Computing 103 (7) (2021)
Thaer Thaher, Majdi M. Mafarja, Hamza Turabieh, Pedro A. Castillo, Hossam Faris, Ibrahim Aljarah
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems. IEEE Access 9 (2021)
Malik Braik, Alaa F. Sheta, Hamza Turabieh, Heba Al-Hiary
A novel lifetime scheme for enhancing the convergence performance of salp swarm algorithm. Soft Comput. 25 (1) (2021)
Iyad Tumar, Yousef Hassouneh, Hamza Turabieh, Thaer Thaher
Enhanced Binary Moth Flame Optimization as a Feature Selection Algorithm to Predict Software Fault Prediction. IEEE Access 8 (2020)
Carl Haberfeld, Alaa F. Sheta, Md. Shafaeat Hossain, Hamza Turabieh, Salim Surani
SAS Mobile Application for Diagnosis of Obstructive Sleep Apnea Utilizing Machine Learning Models. UEMCON (2020)
Alaa F. Sheta, Hamza Turabieh, Sultan Aljahdali, Abdulaziz Alangari
Pavement Crack Detection Using Convolutional Neural Network. CATA (2020)
Chao Ma, Ardashir Mohammadzadeh, Hamza Turabieh, Majdi M. Mafarja, Shahab S. Band, Amir Mosavi
Optimal Type-3 Fuzzy System for Solving Singular Multi-Pantograph Equations. IEEE Access 8 (2020)
Hamza Turabieh, Majdi M. Mafarja, Seyedali Mirjalili
Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the Imputation of Missing Data for Internet of Medical Things Applications. IEEE Internet Things J. 6 (6) (2019)
Hamza Turabieh, Majdi M. Mafarja, Xiaodong Li
Iterated feature selection algorithms with layered recurrent neural network for software fault prediction. Expert Syst. Appl. 122 (2019)
Hamza Turabieh, Amer O. Abu Salem, Noor Abu-El-Rub
Dynamic L-RNN recovery of missing data in IoMT applications. Future Gener. Comput. Syst. 89 (2018)
Essam Al-Daoud, Hamza Turabieh
New empirical nonparametric kernels for support vector machine classification. Appl. Soft Comput. 13 (4) (2013)
Salwani Abdullah, Hamza Turabieh, Barry McCollum, Paul McMullan
A hybrid metaheuristic approach to the university course timetabling problem. J. Heuristics 18 (1) (2012)
Salwani Abdullah, Hamza Turabieh
On the use of multi neighbourhood structures within a Tabu-based memetic approach to university timetabling problems. Inf. Sci. 191 (2012)
Hamza Turabieh, Salwani Abdullah
A Hybrid Fish Swarm Optimisation Algorithm for Solving Examination Timetabling Problems. LION (2011)
Hamza Turabieh, Salwani Abdullah, Barry McCollum, Paul McMullan
Fish Swarm Intelligent Algorithm for the Course Timetabling Problem. RSKT (2010)
Salwani Abdullah, Hamza Turabieh, Barry McCollum, Paul McMullan
A Tabu-Based Memetic Approach for Examination Timetabling Problems. RSKT (2010)
Salwani Abdullah, Nasser R. Sabar, Mohd Zakree Ahmad Nazri, Hamza Turabieh, Barry McCollum
A constructive hyper-heuristics for rough set attribute reduction. ISDA (2010)
Salwani Abdullah, Hamza Turabieh, Barry McCollum, Paul McMullan
A multi-objective post enrolment course timetabling problems: A new case study. IEEE Congress on Evolutionary Computation (2010)
Salwani Abdullah, Hamza Turabieh, Barry McCollum
A Hybridization of Electromagnetic-Like Mechanism and Great Deluge for Examination Timetabling Problems. Hybrid Metaheuristics (2009)
Hamza Turabieh, Salwani Abdullah, Barry McCollum
Electromagnetism-like Mechanism with Force Decay Rate Great Deluge for the Course Timetabling Problem. RSKT (2009)
Hamza Turabieh, Salwani Abdullah
Incorporating tabu search into memetic approach for enrolment-based course timetabling problems. DMO (2009)