Dr. Mohd Asyraf bin Mansor

 Dr Asyraf  


Dr. Mohd. Asyraf bin Mansor
Phone : 04-6535906
Fax     : 04-6576000
Email    : asyrafman@usm.my 
Neural Network Learning Algorithms, Logic and Satisfiability Programming, Data Mining, Metaheuristic Algorithms, Numerical Methods

Personal WebPage: https://asyraf-mansor.webnode.com/

 

Profile


Academic Qualifications:

  • Ph.D. (Neural Networks) 2017, Universiti Sains Malaysia
  • Master of Science (Mathematics) 2014, Universiti Sains Malaysi
  • Bachelor of Science with Education (Hons). (Mathematics) 2013, Universiti Sains Malaysia

Research

Key Research Area:

  • Neural Networks
  • Logic and Satisfiability Programming
  • Logic Mining
  • Metaheuristic Algorithms
  • Numerical Methods
  • STEM Education: Block-based Programming

Publication

Selected Journal Articles:

  1. Alway, A., Zamri, N. E., Karim, S. A., Mansor, M. A., Mohd Kasihmuddin, M. S., & Mohammed Bazuhair, M. (2021). Major 2 Satisfiability Logic in Discrete Hopfield Neural Network. International Journal of Computer Mathematics, 1-45. (ISI)
  2. Mansor, M. A., & Sathasivam, S. (2021). Optimal Performance Evaluation Metrics For Satisfiability Logic Representation In Discrete Hopfield Neural Network. Computer Science16(3), 963-976. (SCOPUS)
  3. Mohd Jamaludin, S. Z., Mohd Kasihmuddin, M. S., Md Ismail, A. I., Mansor, M.A, & Md Basir, M. F. (2021). Energy Based Logic Mining Analysis with Hopfield Neural Network for Recruitment Evaluation. Entropy, 23(1), 40. (ISI)
  4. Bazuhair, M. M., Jamaludin, S. Z. M., Zamri, N. E., Kasihmuddin, M. S. M., Mansor, M.A, Alway, A., & Karim, S. A. (2021). Novel Hopfield Neural Network Model with Election Algorithm for Random 3 Satisfiability. Processes, 9(8), 1292. (ISI)
  5. Sathasivam, S., Mansor, M. A., Ismail, A. I. M., Jamaludin, S. Z. M., Kasihmuddin, M. S. M., & Mamat, M. (2020). Novel Random k Satisfiability for k≤ 2 in Hopfield Neural Network. Sains Malaysiana49(11), 2847-2857. (ISI)
  6. Zamri, N. E., Mansor, M., Mohd Kasihmuddin, M. S., Alway, A., Mohd Jamaludin, S. Z., & Alzaeemi, S. A. (2020). Amazon employees resources access data extraction via clonal selection algorithm and logic mining approach. Entropy22(6), 596. (ISI)
  7. Zamri, N. E., Alway, A., Mansor, M. A., Mohd Kasihmuddin, M. S., & Sathasivam, S. (2020). Modified Imperialistic Competitive Algorithm in Hopfield Neural Network for Boolean Three Satisfiability Logic Mining. Pertanika Journal of Science & Technology28(3). (ISI)
  8. Mansor, M. A., Mohd Jamaludin, S. Z., Mohd Kasihmuddin, M. S., Alzaeemi, S. A., Md Basir, M. F., & Sathasivam, S. (2020). Systematic boolean satisfiability programming in radial basis function neural network. Processes, 8(2), 214. (ISI)
  9. Kasihmuddin, M. S. M., Mansor, M.A., Md Basir, M. F., & Sathasivam, S. (2019). Discrete mutation Hopfield neural network in propositional satisfiability. Mathematics, 7(11), 1133. (ISI)
  10. Kasihmuddin, M. S. M., Mansor, M. A., & Sathasivam, S. (2018). Discrete Hopfield neural network in restricted maximum k-satisfiability logic programming. Sains Malaysiana, 47(6), 1327-1335. (ISI)
  11. Mansor, M. A., Kasihmuddin, M. S. M., & Sathasivam, S. (2017). Robust Artificial Immune System in the Hopfield network for Maximum k-Satisfiability. International Journal of Interactive Multimedia and Artificial Intelligence, 4(4), 63-71. (ISI)
  12. Mansor, M. A., Kasihmuddin, M. S. M., & Sathasivam, S. (2017). Artificial Immune System Paradigm in the Hopfield Network for 3-Satisfiability Problem. Pertanika Journal of Science & Technology, 25(4), 1173-1188. (SCOPUS)
  13. Kasihmuddin, M. S. M., Mansor, M. A., & Sathasivam, S. (2016). Artificial Bee Colony in the Hopfield Network for Maximum k -Satisfiability Problem. Journal of Informatics and Mathematical Sciences, 8(5), 317-334. (ISI)
  14. Mansor, M. A., Kasihmuddin, M. S. M., & Sathasivam, S. (2016). VLSI circuit configuration using satisfiability logic in Hopfield network. International Journal of Intelligent Systems and Applications, 8(9), 22. (SCOPUS)
  15. Mansor, M. A., & Sathasivam, S. (2016). Accelerating Activation Function for 3-Satisfiability Logic Programming. International Journal of Intelligent Systems and Applications, 8(10), 44. (SCOPUS)

Selected Conference Proceedings:

  1. Mansor, M. A., Kasihmuddin, M. S. M., & Sathasivam, S. (2021, March). Grey Wolf Optimization algorithm with Discrete Hopfield Neural Network for 3 Satisfiability analysis. In Journal of Physics: Conference Series(Vol. 1821, No. 1, p. 012038). IOP Publishing.
  2. Rashid, N. N. M., Mansor, M. A., Kasihmuddin, M. S. M., & Sathasivam, S. (2020, October). Enhanced imperialist competitive algorithm for 2-satisfiability logic mining in bank marketing data set. In AIP Conference Proceedings(Vol. 2266, No. 1, p. 040010). AIP Publishing LLC.
  3. Kathirvel, V., Mansor, M. A., Kasihmuddin, M. S. M., & Sathasivam, S. (2019, December). Performance comparison between exhaustive search and imperialist competitive algorithm for 3-satisfiability programming. In AIP Conference Proceedings (Vol. 2184, No. 1, p. 060006). AIP Publishing LLC.
  4. Mansor, M. A., Sathasivam, S., & Kasihmuddin, M. S. M. (2018, June). Enhanced metaheuristic approach in pattern satisfiability problem. In AIP Conference Proceedings(Vol. 1974, No. 1, p. 020026). AIP Publishing LLC.
  5. Mansor, M. A., Sathasivam, S., & Kasihmuddin, M. S. M. (2017, August). Post optimization paradigm in maximum 3-satisfiability logic programming. In American Institute of Physics Conference Series (Vol. 1870, No. 5).
  6. Mansor, M. A., & Sathasivam, S. (2016, June). Performance analysis of activation function in higher order logic programming. In AIP Conference Proceedings (Vol. 1750, No. 1, p. 030007). AIP Publishing.

Teaching

  • JIM 101 Calculus (2018/2019, 2019/2020, 2020/2021, 2021/2022)
  • JIM 211 Advanced Calculus (2020/2021, 2021/2022)
  • JIM 319 Vector Calculus (2018/2019, 2019/2020, 2020/2021, 2021/2022)
  • JIM 417 Partial Differential Equations (2018/2019, 2019/2020)
  • JUJ 103 Pendidikan Jarak Jauh dan Literasi Komputer (2019/2020, 2020/2021)
  • JIM 590 Project (2018/2019, 2019/2020, 2020/2021, 2021/2022)

Supervision

Doctor of Philosophy (PhD)

Main Supervision

1. Alyaa Binti Alway (Active)
2. Nur Ezlin Binti Zamri (Active)
3. Masyithoh Binti Md Zuber (Active)

Co-Supervision
1. Nurul Atiqah Binti Romli (Active)
2. Al Zaeemi Shehab Abdulhabib Saeed (Graduated)

Master Mixed Mode (PPSM)

1. Abdullahi Samaila, 2019 (Graduated)
2. Nur Nasuha Binti Mohd Rashid, 2019 (Graduated)
3. Nur Ezlin Binti Zamri, 2019 (Graduated)
4. Siti Shafiqa Shafira Binti Hashin, 2020 (Graduated)
5. Amierah Binti Abdul Malik, 2020 (Graduated)

Recognition

Academic Recognition:

  • Hadiah Sanjungan bagi Kategori Makalah Ilmiah, Persatuan Sains Matematik Malaysia (PERSAMA) 2021.
  • Technical Assessor, International Bujang Valley Innovation, Invention and Design Competition 2019.
  • Elsevier’s Outstanding Reviewer Award, Journal of King Saud University-Computer and Information Sciences (November 2017)
  • Graduate On Time (GOT) Award, Institute of Postgraduates Studies, Universiti Sains Malaysia (October 2017)
  • Best Postgraduate Student Award, Persada Kencana Award, Institute of Postgraduates Studies, Universiti Sains Malaysia (December 2015)
  • Invited External Panel, SMARTeX Solar Car Competition 2015, National Blue Ocean Strategy, USM (2015)
  • USM Gold Medal Award for the best Master of Science Mathematics degree student, 50th Convocation, Universiti Sains Malaysia (October 2014)

Professional Membership and Editorial:

  • Member, International Neural Network Society (INNS), USA (since 2018)
  • Member, IAENG (Interntional Association of Engineers) of Artificial Intelligence, Hong Kong (since 2018)
  • Member, Persatuan Sains Matematik Malaysia (PERSAMA), Malaysia (since 2018)
  • Editorial Board Member, International Journal of Interactive Multimedia and Artificial Intelligence (since 2018)
  • Editorial Board Member, Journal of King Saud University-Computer and Information Sciences (since 2017)

Selected Conferences and Training:

  • Invited Speaker, Institute of Mathematical Sciences Seminar, University of Malaya on 28th January 2022.
  • 25th National Symposium on Mathematical Sciences, UiTM, Kuantan, Malaysia on 29th August 2017 (Contributed Talk).
  • Chairperson for Joint Mathematics Seminar USM-UMT 2017 on 17th February 2017, USM. School of Mathematical Sciences, USM and School of Informatics and Applied Mathematics, UMT.
  • Chairperson for Postgraduate Brainstorming Seminar 2, USM on 13rd December 2016. School of Mathematical Sciences, USM.
  • 24th National Symposium on Mathematical Sciences, UMT, Kuala Terengganu, Malaysia on 28th September 2016 (Contributed Talk).
  • 23th National Symposium on Mathematical Sciences, UTM, Johor Bahru, Malaysia on 24th November 2015 (Chairperson and Contributed Talk).
  • Participant for Publishing Articles in High-Impact Journals Seminar on 12nd November 2015. School of Mathematical Sciences, USM.
  • Participant for Seminar on Informatics in Asia on 15th September 2015. Kyoto University, Japan.

usma8a4a5facebookinstagramyoutube1tiktok