Baligh Al-Helali

PhD Student School of Engineering and Computer Science

Baligh Al-Helali profile picture

Thesis Info

Research Interests: Artificial Intelligence, Machine Learning, Computer Vision, and Evolutionary Computation
Thesis Title: Genetic programming for symbolic regression on incomplete data
Supervisor: A/Prof Bing Xue, Prof Mengjie Zhang and Dr Qi Chen

 

Publication Samples

Journal Papers

  • Al-Helali, B. M., & Mahmoud, S. A. (2017). Arabic Online Handwriting Recognition (AOHR) A Survey. ACM Computing Surveys (CSUR), 50(3), 1-35.‏
  • Al-Helali, B. M., & Mahmoud, S. A. (2016). A statistical framework for online Arabic character recognition. Cybernetics and Systems, 47(6), 478-498.‏
  • Al-Jawfi, R. A., Al-Helali, B. M., & Ahmed, A. M. (2014). Fractal image compression using self-organizing mapping. Applied Mathematics, 5(12), 1810.‏

Conference Papers

  • Baligh Al-Helali, Qi Chen, Bing Xue, and Mengjie Zhang. "Multi-Tree Genetic Programming for Feature Construction-Based Domain Adaptation in Symbolic Regression with Incomplete Data". Proceedings of 2020 Genetic and Evolutionary Computation Conference (GECCO 2020). ACM Press. Cancun, Mexico. July 8th-12th 2020.
  • Baligh Al-Helali, Qi Chen, Bing Xue, and Mengjie Zhangg. "Multi-Tree Genetic Programming-based Transformation for Transfer Learning in Symbolic Regression with Highly Incomplete Data." IEEE World Congress on Computational Intelligence/ IEEE Congress on Evolutionary Computation (WCCI/CEC 2020). Glasgow, UK, July 19 - 24th 2020, 8pp
  • Baligh Al-Helali, Qi Chen, Bing Xue, and Mengjie Zhang. "Hessian Complexity Measure for Genetic Programming-based Imputation Predictor Selection in Symbolic Regression with Incomplete Data". Proceedings of the 23th European Conference on Genetic Programming (EuroGP 2020). Lecture Notes in Computer Science. Vol., Seville, Spain 15-17 April 2020.

Patents

  • Mahmoud, Sabri A., and Baligh M. Al-Helali. "Method using statistical features for character recognition." U.S. Patent No. 10,156,983. 18 Dec. 2018.‏
  • Mahmoud, Sabri A., and Baligh M. Al-Helali. "Writing direction extraction for character recognition." U.S. Patent No. 10,156,982. 18 Dec. 2018.‏
  • Mahmoud, Sabri A., and Baligh M. Al-Helali. "Online character recognition." U.S. Patent No. 10,067,669. 4 Sep. 2018.‏

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