Ashraf  Osman obtained BSc and MSc in Computer Science from Al Neelain University and University of Khartoum, Sudan respectively. He did his Ph.D. in Computer Science, Universiti Teknologi Malaysia (UTM), 2015. His research interest includes: computational intelligence, soft computing, artificial neural networks, evolutionary algorithms, multi-objective evolutionary algorithms, machine learning, Pattern Classification and data mining. 

1.     Ibrahim, A. O., Shamsuddin, S. M., Ahmad, N. B., & Qasem, S. N. (2013). Three-Term Backpropagation Network Based On Elitist Multiobjective Genetic Algorithm for Medical Diseases Diagnosis Classification. Life Science Journal, 10 (4), PP 1815-1822. 

2.      Ibrahim, A. O., Shamsuddin, S. M., & Qasem, S. N. (2014). Multiobjective Differential Evolutionary Neural Network for Multi Class Pattern Classification. In Recent Advances on Soft Computing and Data Mining (pp. 679-689). Springer International Publishing. 

3.      Ibrahim, A. O., Hasan, S., & Noman, S. (2014). Memetic Elitist Pareto Evolutionary Algorithm of Three-Term Backpropagation Network for Classification Problems. Int. J. Advance Soft Compu. Appl, 6 (3). 

4.      Ibrahim, A. O., Shamsuddin, S. M., & Qasem, S. N. Hybrid NSGA-II Optimization for improving the Three-term BP Network for Multiclass Classification Problems. journal of information and communication technology (JICT), 14,2015, PP 21-37.

5.      Ibrahim, A. O., Shamsuddin, S. M., Ahmad, N. B., & Salleh, M. N. M. (2014, June). Hybrid NSGA-II of Three-Term Backpropagation network for multiclass classification problems. In Computer and Information Sciences (ICCOINS), 2014 International Conference on (pp. 1-6). IEEE. 

6.  Ibrahim, A. O., Shamsuddin, S. Qasem, S. N. & A Abraham. M, Adaptive Memetic Method of Multi-objective Genetic Evolutionary Algorithm for Backpropagation, Neural Network, Neural Computing & Applications 31, 4945–4962 (2019). https://doi.org/10.1007/s00521-018-03990-0.

7.   Ibrahim, A. O., Shamsuddin, S. Abdulrazak yahya, Ali Ahmed, Ismail, M. A. & Shahreen Kasim. Backpropagation Neural Network Based on Local Search Strategy and Enhanced Multi-objective Evolutionary Algorithm for Breast Cancer Diagnosis, International Journal on Advanced Science, Engineering and Information Technology (IJASEIT), Vol 9, No 2 (2019), pp 601-608.

8.   Ibrahim, A. O., Ali Ahmed., A. AzizahS.A. Lashari, M.A. Alobeed, S. Kasim & M. Arfian. An Enhancement of Multi Classifiers Voting Method for Mammogram Image based on Image Histogram Equalization. International Journal on Advanced Science, Engineering and Information Technology, Vol 10, No 6 (2018).

9.   Ibrahim, A. O. and Shamsuddin, S. M, Intelligent Breast Cancer Diagnosis Based on Enhanced Pareto Optimal and Neural Network, International Journal of Computer Aided Engineering and Technology, Vol. 10, No. 5, 2018,pp 543-556. 

10. A. Bashab, Ibrahim, A. O., Eltayeb E. Abed Elgabar, Ismail, M. A, Abubakar Elsafi, Ali Ahmed, A Systematic Mapping Study on Solving University Timetabling Problems using Meta-heuristics Algorithms, Neural Computing & Applications, (2020). https://doi.org/10.1007/s00521-020-05110-3.

1.     The 1st ICRIL- International Conference on Innovation in Science and Technology (IICIST 2015), April 2015, Kuala Lumpur, Malaysia.

2.     The 2015 International Conference on Automation, Cognitive Science, Optics, Micro Electro-Mechnical System, and Information Technology (ICACOMIT 2015) will be held on October 28-30, 2015 in Bandung, Indonesia.

3.     Postgraduate Annual Research Seminar (PARS) November 2012, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, 81310 Johor, Malaysia. 

4.     Postgraduate Annual Research Seminar (PARS) September 2013, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, 81310 Johor, Malaysia.

5.     Matlab for Beginners Wrokshop 10^th – 11^th October, 2012, Faculty of Computing, Universiti Teknologi Malaysia, Skudai, 81310 Johor, Malaysia.

6.   Track Chair (Artificial Intelligence and Soft Computing), International Conference of Recent Trends in Information and Communication Technologies 2019 (IRICT 2019), Pulai Springs Resort, Johor, Malaysia, September 22-23, 2019.

7. Track Chair (Artificial Intelligence and Soft Computing), International Conference of Recent Trends in Information and Communication Technologies 2018 (IRICT 2018), Putrajaya, Kuala Lumpur, Malaysia, 23rd – 25th Jul 2018.

8. Scientific Committee chair of 6^th Sudan Conference on Computer Science and Information Technology, Alzaeem  Alazhari university  , in Khartoum north, Khartoum state -Sudan from 15th -16th December 2018.

9. Technical Program Committee, 4th International Conference on Advances in Computing, Communication and Automation (ICACCA-2018), Taylor's University, Subang Jaya, Selangor,, Malaysia, October 26-28, 2018.

10.  Scientific Committee member of the International Conference on Computing in Arabic (ICCA2017), Ministry of Higher Education and Scientific Research, Khartoum, Sudan, 1-3 August 2017.

11. International Scientific Committee for the 3rd International Conference on Soft Computing in Data Science 2017 (SCDS2017), Yogyakarta, Indonesia, 27-28 November 2017.