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Dr. Waleed Alomoush

Dr. Ghaza

Assistant Professor

  • Ph.D. (Computer Science) University Kebangsaan Malaysia (UKM), Malaysia 2015
  • MSc (Computer information system),Arab Academic of Banking and Finance Science, Jordan, 2005
  • BA (Computer science), Yarmouk University, Jordan, 2003
  • Assistant professor, School of information Technology, Skyline University College, UAE., 2021 -till Now
  • Assistant professor, Computer Department, Imam Abdurrahman Bin Faisal University, KSA, 2015 to 2021
  • Lecturer, Imam Mohammad bin Saud University, KSA 2008- 2010
  • Teacher and Trainer in Ministry of Education, Jordan, 2003- 2007 
  • Alomoush, W., Khashan, O., Alrosan, A., et al. (2022). “Fuzzy Clustering Algorithm Based on Improved Global Best-Guided Artificial Bee Colony with New Search Probability Model for Image Segmentation”, Sensors, (ISI.Q1, Impact Factor= 3.9).
  • Almomani, A., Alweshah, M., Alomoush, W. et al. (2022). “Age and Gender Classification Using Backpropagation and Bagging Algorithms” Computers, Materials & Continua. (ISI.Q1, Impact Factor= 3.8).
  • Alswaitti, M., Siddique, K., Jiang, S., Alomoush, W., & Alrosan, A. (2022). Dimensionality Reduction, Modelling, and Optimization of Multivariate Problems Based on Machine Learning. Symmetry, 14(7), 1282. (ISI.Q1, Impact Factor= 3.5)
  • Alswaitti, M., Zihao, L., Alomoush, W., Alrosan, A., & Alissa, K. (2022). Effective classification of birds' species based on transfer learning. International Journal of Electrical & Computer Engineering (2088-8708), 12(4), (Scopus.Index, Q2).
  • Alweshah, M., Almiani, M., Almansour, N., Al Khalaileh, S., Aldabbas, H., Alomoush, W., & Alshareef, A. (2022). Vehicle routing problems based on Harris Hawks optimization. Journal of Big Data, 9(1), 1-18., (ISI.Q1, Impact Factor= 10.8)
  • Almomani, A., Alauthman, M., Shatnawi, M. T., Alweshah, M., Alrosan, A., Alomoush, W., & Gupta, B. B. (2022). Phishing Website Detection With Semantic Features Based on Machine Learning Classifiers: A Comparative Study. International Journal on Semantic Web and Information Systems (IJSWIS), 18(1), 1-24, (ISI.Q2, Impact Factor= 1.2)
  • Houssein, E. H., Hussain, K., Abualigah, L., Abd Elaziz, M., Alomoush, W., Dhiman, G, & Cuevas, E. (2021). An improved opposition-based marine predators algorithm for global optimization and multilevel thresholding image segmentation. Knowledge-Based Systems, 229, 107348, (ISI.Q1, Impact Factor= 8.3).
  • Waleed Alomoush, A. Alrosan, Y. M. Alomari, A. A. Alomoush, H. S. Alamri “Fully Automatic Grayscale Image Segmentation Based Fuzzy C-Means with Firefly Mate Algorithm”, Journal of Ambient Intelligence and Humanized Computing, 2021, (ISI.Q1, Impact Factor= 7).
  • Alrosan, A., Alomoush, W., Alswaitti, M., Alissa, K., Sahran, S., Makhadmeh, S. N., & Alieyan, K. (2021). Automatic data clustering based mean best artificial bee colony algorithm. Cmc-Comput. Mater. Contin, 68, 1575-1593., (ISI. Q1, Impact Factor= 4.9).
  • Almomani, A., Al-Nawasrah, A., Alomoush, W., Al-Abweh, M., Alrosan, A., & Gupta, B. B. (2021). Information management and IoT technology for safety and security of smart home and farm systems. Journal of Global Information Management (JGIM), 29(6), 1-23., (ISI. Q2, Impact Factor= 1.2).
  • Alomoush, W., Alrosan, A., Ammar Almomani, K. A., Khashan, O. A., & Al-Nawasrah, A. (2021). Spatial information of fuzzy clustering based mean best artificial bee colony algorithm for phantom brain image segmentation. Int J Electr Comput Eng (IJECE), 11(5), 4050-4058., (Scopus.Index, Q2).
  • Alomoush, A. A., Alsewari, A. R. A., Zamli, K. Z., Alrosan, A., Alomoush, W., & Alissa, K. (2021). Enhancing three variants of harmony search algorithm for continuous optimization problems. International Journal of Electrical & Computer Engineering (2088-8708), 11(3), (Scopus.Index, Q2)
  • Alrosan, A., Alomoush, W., Norwawi, N., Alswaitti, M., & Makhadmeh, S. N. (2021). An improved artificial bee colony algorithm based on mean best-guided approach for continuous optimization problems and real brain MRI images segmentation. Neural Computing and Applications, 33(5), 1671-1697., (ISI.Q1, Impact Factor = 6.4)
  • Alomoush, W., Omar, K., Alrosan, A., Alomari, Y. M., Albashish, D., & Almomani, A. (2020). Firefly photinus search algorithm. Journal of King Saud University-Computer and Information Sciences, 32(5), 599-607. (ISI.Q1, Impact Factor = 13.4).
  • Alauthman, M., Almomani, A., Alweshah, M., Alomoush, W., & Alieyan, K. (2019). Machine learning for phishing detection and mitigation. In Machine Learning for Computer and Cyber Security (pp. 48-74). CRC Press.. (Scopus.Index).
  • Alamri, H. S., Zamli, K. Z., Alomoush, W., & Younis, M. I. (2019). Modified Opposition Based Learning to Improve Harmony Search Variants Exploration. Emerging Trends in Intelligent Computing and Informatics: Data Science, Intelligent Information Systems and Smart Computing, 1073, 279.. (Scopus.Index).
  • Alomoush, W. (2019). Cuckoo search algorithm based dynamic parameter adjustment mechanism for solving global optimization problems. Int J Appl Eng Res, 14(24), 4434-4440., (Scopus.Index, Q2).
  • Aldeeb, B. A., Al-Betar, M. A., Abdelmajeed, A. O., Younes, M. J., AlKenani, M., Alomoush, W. & Alqahtani, M. A. (2019). A comprehensive review of uncapacitated university examination timetabling problem. International Journal of Applied Engineering Research, 14(24), 4524-4547., (Scopus.Index, Q2).
  • Alomoush, W., Alrosan, A., Norwawi, N., Alomari, Y., Albashish, D., Almomani, A., & Alqahtani, M. (2018). A survey: challenges of image segmentation based fuzzy C-means clustering algorithm. Journal of Theoretical and Applied Information Technology. (Scopus.Index, Q2).
  • Alomoush,W., and A. Alrosan, "Metaheuristic Search-Based Fuzzy Clustering Algorithms," arXiv preprint arXiv:1802.08729, 2018.
  • Alomouah, W., et al. "Segmentation of MRI Brain Images Using FCM Improved by Firefly Algorithms." Journal of Applied Sciences 14.1 (2014). (Scopus.Index, Q2).
  • Alomoush, W., et al. “MRI Brain Segmentation via Hybrid Firefly Search Algorithm” Journal of Theoretical and Applied Information Technology10 March 2014 -- Vol. 61. No. 1 – 2014. (Scopus.Index, Q2).
  • Ayat Alrosan,Waleed Alomoush, et al. “Digital Image Watermarking using Linear Modulation as Steganography schema in DCT Domain”, CMC, (ISI. Q1, Impact Factor= 3.5).
  • Kamal Alieyan, Athari Alnatsheh and Waleed Alomoush, “Malware Detection Techniques Based on Mobile Device”, Symmetry, (ISI. Q1, Impact Factor= 2.95)
  • Osama A. Khashan, Sultan Alamri, waleed Alomoush, et al.  “Improving IoT-based E-Learning Authentication and Security Using Blockchain Technology”, Computers, Materials & Continua. (ISI.Q1, Impact Factor= 3.8).
  • Alomoush, W., Khan, T. A., Nadeem, M., Janjua, J. I., Saeed, A., & Athar, A. (2022, February). Residential Power Load Prediction in Smart Cities using Machine Learning Approaches. In 2022 International Conference on Business Analytics for Technology and Security (ICBATS) (pp. 1-8). IEEE.
  • Alrosan, A., Alomouah, W et al. “Artificial Bee Colony Based Fuzzy Clustering Algorithms For MRI Image Segmentation” Advances in Computer Science and Electronics Engineering -- CSEE 2014, (Scopus.Index).