Mohd Shareduwan bin Mohd Kasihmuddin

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Dr. Mohd Shareduwan bin Mohd Kasihmuddin
PhD Neural Network, Universiti Sains Malaysia
MSc Mathematics, Universiti Sains Malaysia
BSc Mathematics, Universiti Sains Malaysia

Email: shareduwan@usm.my | Room No.: 032 | Phone: 04-6534770

ORCID: https://orcid.org/0000-0001-9125-1101

Profile

Overview:

Dr. Shareduwan joined the School of Mathematical Sciences, USM, as a lecturer in 2018. He is a researcher working in the field of Neural Network, Satisfiability Programming and Metaheuristic algorithm. His research interest mainly focus on the latest logic mining incorporated with Neural Network. 

Selected publications:

  1. Mohd Shareduwan Mohd Kasihmuddin, Mohd Asyraf Mansor and Saratha Sathasivam, Hybrid Genetic Algorithm in the Hopfield Network for Logic Satisfiability Problem, Pertanika J. Sci. & Technol., 2017, 25, 1, 139-152.
  2. Mansor, M.A.B., Kasihmuddin, M.S.B.Mand 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.
  3. Kasihmuddin, M.S.B.M., Mansor, M.A., and Sathasivam, S. (2017). Genetic Algorithm for Restricted Maximum k-Satisfiability in the Hopfield Network. International Journal of Interactive Multimedia and Artificial Intelligence, 4, 52-60. D
  4. Kasihmuddin, M.S.B.M., Mansor, M.A. and 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.
  5. Kasihmuddin, M.S.B.M., Mansor, M.A. and Sathasivam, S., (2016). Bezier Curves Satisfiability Model in Enhanced Hopfield Network International Journal of Intelligent Systems & Applications, (12), 9-17.

Research Interest:

  1. Neural Network Modelling
  2. Satisfiability Programming
  3. Metaheuristic Development
  4. Data Mining
  5. Numerical Method

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Rising Stars at School of Mathematical Sciences Universiti Sains Malaysia

 

Teaching & Supervision

Teaching

No. Course Code Course Name
1. MSG 489/4 NUMERICAL METHODS IN DIFFERENTIAL EQUATIONS
2 MSS 482/4 GRAPHING TECHNOLOGY IN MATHEMATICS AND SCIENCES

Potential FYP/MSc/PhD projects

I am available to supervise motivated students, and especially welcome enquiries from well-prepared and enthusiastic candidates. Currently, I have several projects that would be suitable for final year, Masters or PhD students in Neural Network, Metaheuristic development, Logic programming in Neural Network, Agent based modelling, Deep Learning and algorithmic development. In particular, for those who are interested to do research in Feed forward/ Recurrent type of Neural Network, logic programming (k Satisfiability or Maximum Satisfiability), metaheuristic algorithm (Artificial Bee colony, genetic algorithm etc.) and big data analysis.

 

Supervision

Level No Name Title of Thesis Role
PhD 1 Shehab Abdulhabib Saeed Alzaeemi Satisfiability Logic Programming in Radial Basis Function Neural Networks. Co-Supervisor
MSc (Research) 1 Kho Liew Ching Agent Based Modelling in Doing 2 Satisfiability logic Programming in Hopfield Network. Co-Supervisor

I am also able to co-supervise projects in artificial intelligence (particularly in neural network and metaheuristic development) and mathematics education. If you are interested in studying any of these (or if you have your own idea for a project), please get in touch with me for further details.

 

Research

List of selected publications and conferences:

Published papers:

1)Hybrid Genetic Algorithm in the Hopfield Network for Logic Satisfiability Problem. Pertanika Journal of Social Science and Humanities, 2017, 25(1), 139-150.

2) Robust Artificial Immune System in the Hopfield network for Maximum k-Satisfiability. International Journal of Interactive Multimedia and Artificial Intelligence, 2017, 4(4), 63-71.

3)Genetic Algorithm for Restricted Maximum k-Satisfiability in the Hopfield Network. International Journal of Interactive Multimedia and Artificial Intelligence4, 2017, 52-60.

4)Hybrid Genetic Algorithm in the Hopfield Network for Logic Satisfiability Problem. Pertanika Journal of Science and Technology25(1), 2017, 139-152.

5)Artificial Bee Colony in the Hopfield Network for 2-Satifiability Problem. Pertanika Journal of Science and Technology, 2017, 25(2), 453-468.

6) VLSI Circuit Configuration Using Satisfiability Logic in Hopfield Network. International Journal of Intelligent Systems & Applications, 2017, 8(9), 22-29.

7) Enhanced Hopfield Network for Pattern Satisfiability Optimization. International Journal of Intelligent Systems & Applications, 2017, 8(11), 27-33.

8)Bezier Curves Satisfiability Model in Enhanced Hopfield Network. International Journal of Intelligent Systems & Applications, 2017, 8(12), 9-17.            

9)Artificial Bee Colony in the Hopfield Network for Maximum k-Satisfiability Problem. Journal of Informatics and Mathematical Sciences, 2017, 8(5), 317-334.

10) Artificial Immune System Paradigm in the Hopfield Network for 3-Satisfiability Problem. Pertanika Journal of Science and Technology, 2017, 25(4), 1173-1188.

Conference Proceedings:

1) Accelerating activation function in higher order logic programming. In Advances In Industrial And Applied Mathematics: Proceedings of 23rdMalaysian National Symposium of Mathematical Sciences (SKSM23), 2016(Vol. 1750, No. 1, p. 030008). AIP Publishing.

2) Modifying Activation Function in Neuro Symbolic Integration. In Advances In Industrial And Applied Mathematics: Proceedings of 23rdMalaysian National Symposium of Mathematical Sciences (SKSM23),2016(Vol. 1750, No. 1, p. 03006). AIP Publishing.

3) Hybrid Genetic Algorithm in the Hopfield Network for 2-Maximum Satisfiability Problem. In Mathematical Sciences Exploration for The Universal Preservation: Proceedings of 24thMalaysian National Symposium of Mathematical Sciences (SKSM24), 2017(Vol. 1870, No. 1, p. 05001). AIP Publishing.

4) Artificial Bee Colony in Neuro Symbolic Integration. In Mathematical Sciences Exploration for The Universal Preservation: Proceedings of 24thMalaysian National Symposium of Mathematical Sciences (SKSM24)2017(Vol. 1870, No. 1, p. 05002). AIP Publishing.

5) Artificial Immune System Algorithm in VLSI Circuit Configuration. In Mathematical Sciences Exploration for The Universal Preservation: Proceedings of 24thMalaysian National Symposium of Mathematical Sciences (SKSM24) 2017(Vol. 1870, No. 1, p. 05003). AIP Publishing.

 

Others

Professional Membership

 

1) Malaysian Mathematical Sciences Society (PERSAMA)

 

Referee for the following research journals and conference proceedings

 

1) Manuscript Reviewer for Journal Neurocomputing (ISSN: 0925-2312).

2) Manuscript Reviewer for Journal of King Saud University - Computer and Information Sciences (ISSN: 1319-1578).

3) Manuscript Reviewer for International Journal of Interactive Multimedia and Artificial Intelligence (IJIMAI) (ISSN: 1989-1660).

 

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