Dr. Masrah Azrifah Azmi Murad
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Dr. Masrah Azrifah Azmi Murad

Lecturer
Universiti Putra Malaysia, Malaysia

Highest Degree
Ph.D. in Artificial Intelligence from University of Bristol, UK

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Area of Interest:

Computer Sciences
100%
Artificial Intelligence
62%
Computer Languages
90%
Software Engineering
75%
Opinion Mining
55%

Research Publications in Numbers

Books
4
Chapters
3
Articles
109
Abstracts
50

Selected Publications

  1. Ho, C., M.A. Azmi-Murad, S. Doraisamy and R. Abdul-Kadir, 2012. Measuring Word Similarity Based on the Optimal Transformation and Combination of Features. Int. J. Mach. Learn. Comput., 2: 188-194.
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  2. Farshchi, M., Y.Y. Jusoh and M.A.A. Murad, 2012. Impact of Personnel Factors on the Recovery of Delayed Software Projects: A System Dynamics Approach. Comput. Sci. Inf. Syst., 9: 627-652.
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  3. Safi Esfahani, F., M.A. Azmi-Murad, N.M. Sulaiman and N.I. Udzir, 2011. Adaptable and decentralized orchestration engine for service oriented architecture. J. Syst. Software (In Press). 10.1016/j.jss.2011.03.031.
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  4. Jazayeriy, H., M. Azmi-Murad, N. Sulaiman and N.I. Udzir, 2011. A Review on Soft Computing Techniques in Automated Negotiation. Sci. Res. Essays, 6: 5100-5106.
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  5. Jazayeriy, H., M. Azmi-Murad, N. Sulaiman and N.I. Udizir, 2011. The Learning of an Opponent's Approximate Preferences in Bilateral Automated Negotiation. J. Theor. Appl. Electron. Commerce Res., 6: 65-84.
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  6. Jazayeriy, H., M. Azmi-Murad, M. Sulaiman and N. Udzir, 2011. Pareto-optimal algorithm in bilateral automated negotiation. Int. J. Digital Content Technol. Appl., 5: 1-11.
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  7. HO, C., M.A.A. Murad, R.A. Kadir and S. Doraisamy, 2011. Comparing Two Corpus-Based Methods for Extracting Paraphrases to Dictionary-Based Method. Int. J. Semant. Comput., 5: 133-178.
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  8. Fong, H.C., M.A. Azmi-Murad, S. Doraisamy and R. Abdul Kadir, 2011. Measuring semantic similarity based on the optimal feature transformation and the optimal combination. Proceedings of the 3rd International Conference on Machine Learning and Computing, Feb. 26-28, Singapore, pp: 1-7.
  9. Esfahani, F.S., M.A.A. Murad, N.B. Sulaiman and N.I. Udzir, 2011. Adaptable Decentralized Service Oriented Architecture. J. Syst. Software, 84: 1591-1617.
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  10. Esfahani, F.S., M.A. Azmi-Murad, M.N. Sulaiman and N.I. Udzir, 2011. Run-time adaptable business process decentralization. Proceedings of the 3rd International Conference on Information, Process and Knowledge Management, Feb. 23-28, Guadeloupe, France, pp: 76-82.
  11. Talib, A.M., R. Atan, R. Abdullah and M.A.A. Murad, 2010. Security framework of cloud data storage based on multi agent system architecture: Semantic literature review. Comput. Inform. Sci., 3: 175-186.
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  12. Talib, A.M., R. Atan, R. Abdullah and M.A.A. Murad, 2010. Formulating a Security Layer of Cloud Data Storage Framework Based on Multi Agent System Architecture. GSTF Int. J. Comput., 1: 120-124.
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  13. Talib, A.M., R. Abdullah, R. Atan and M.A.A. Murad, 2010. MASK-SM: Multi-agent system based knowledge management system to support knowledge sharing of software maintenance knowledge environment. Comput. Inform. Sci., 3: 52-78.
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  14. Nor, M.Z.M., R. Abdullah, M.A.A. Murad and M.H. Selamat, 2010. A modified framework of knowledge management system components for collaborative software maintenance. Int. J. Comput. Network Secur., 2: 121-128.
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  15. Nor, M.Z.M., R. Abdullah, M.A. Azmi-Murad, M.H. Selamat and A.A. Aziz, 2010. KMS components for collaborative software maintenance-a pilot study. Proceedings of the International Conference on Information Retrieval and Knowledge Management, March 17-18, Shah Alam, Selangor, Malaysia, pp: 332-337.
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  16. Mustafa, T.K., N. Mustapha, M.A. Azmi Murad and N. Sulaiman, 2010. Dropping down the maximum item set: Improving the stylometric authorship attribution algorithm in the text mining for authorship investigation. J. Comput. Sci., 6: 230-238.
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  17. Mohamed, A., R. Atan, R. Abdullah and M.A. Murad, 2010. Mask-Co: Multi-agent system based knowledge management system to facilitate knowledge sharing in construction organization. Global J. Comput. Sci. Technol., 10: 44-52.
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  18. Mahmoodian, N., R. Abdullah and M.A.A. Murad, 2010. Classifying maintenance request in bug tracking system. Int. J. Comput. Sci. Inform. Secur., 8: 32-38.
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  19. Sedaghatinia, A., R.B. Atan, K.T. Arifin and M.A. Azmi-Murad, 2009. Comparison and evaluation of multiple sequence alignment tools in bioinformatics. Int. J. Comput. Sci. Network Secur., 9: 51-56.
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  20. Samat, N.A., M.A. Azmi-Murad, M.T. Abdullah and R. Atan, 2009. Malay documents clustering algorithm based on singular value decomposition. J. Theor. Applied Inform. Technol., 8: 180-186.
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  21. Mustafa, T.K., M. Norwati, A. Masrah and S. Nasir, 2009. Computational stylomertic approach based on frequent word and frequent pair in the text mining authorship attribution. Int. J. Comput. Sci. Net. Secur., 9: 262-269.
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  22. Ho, C.F., M.A. Azmi-Murad, R.A. Kadir and S.C. Doraisamy, 2009. A refined methodology for paraphrase acquisition. J. Rev. Surv., 1: 163-169.
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  23. Esfahani, F.S., M.A. Azmi-Murad, M.N. Sulaiman and N.I. Udzir, 2009. Using process mining to business distribution approach. Proceedings of the ACM Symposium on Applied Computing, March 8-12, Hawaii, USA., pp: 1873-1878.
  24. Esfahani, F.S., M.A. Azmi-Murad, M.N. Sulaiman and N.I. Udzir, 2009. SLA-driven process mining approach. Proceedings of the IEEE International Conference on Process, Information and Knowledge Management, Feb. 1-7, Cancun, Mexico, pp: 14-21.
  25. Samat, N.A., M.A. Azmi-Murad, M.T. Abdullah and R. Atan, 2008. Term weighting schemes experiment based on SVD for Malay text retrieval. Int. J. Comput. Sci. Network Secur., 8: 357-361.
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  26. Kazemi, A., M.A. Azmi-Murad and M.R. HeidariNezhad, 2008. WAT: A web-based adaptive testing apparatus. Proceedings of the International Graduate Conference on Engineering and Science, Dec. 23-24, Skudai, Johor, Malaysia, pp: 1-5.
  27. Esfahani, F.S., M.A. Azmi-Murad, M.N. Sulaiman and N.I. Udzir, 2008. An intelligent business process distribution approach. J. Theor. Applied Inform. Technol., 4: 1236-1245.
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  28. Azmi-Murad, M.A. and T.P. Martin, 2007. Similarity-based estimation for document summarization using fuzzy sets. Int. J. Comput. Sci. Secur., 1: 1-12.
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  29. Azmi-Murad, M.A. and T. Martin, 2007. Word similarity for document grouping using soft computing. Int. J. Comput. Sci. Network Secur., 7: 20-28.
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  30. Azmi-Murad, M.A. and T.P. Martin, 2004. Using fuzzy sets in contextual word similarity. Intell. Data Eng. Autom. Learn., 3177: 517-522.
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