Dr. Siti Mariyam Shamsuddin
ProfessorMachine Intelligence Research Labs, Malaysia
Highest Degree
Ph.D. in Pattern Recognition and Artificial Intelligence from Universiti Putra Malaysia, Malaysia
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Area of Interest:
Selected Publications
- Qasem, S.N. and S.M. Shamsuddin, 2011. Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis. Applied Soft Comput., 11: 1427-1438.
CrossRef | Direct Link | - Nazri, M.Z.A., S.M. Shamsuddin and A.A. Bakar, 2011. A hybrid approach for learning concept hierarchy from malay text using artificial immune network. Nat. Comput. Int. J., 10.1007/s11047-010-9228-7.
CrossRef | - Ghanizadeh, A., A.A. Abarghouei, S. Sinaie, P. Saad and S.M. Shamsuddin, 2011. Iris segmentation using an edge detector based on fuzzy sets theory and cellular learning automata. Appl. Optics., 50: 3191-3200.
CrossRef | Direct Link | - Bayan, O.M and S.M. Shamsuddin, 2011. Feature discretization for individuality representation intwins handwritten identification. J. Comp. Sci., 7: 1080-1087.
Direct Link | - Ali, W., S.M. Shamsuddin and A.S. Ismail, 2011. Web proxy cache content classification based on support vector machine. J. Artifi. Intell., 4: 100-109.
CrossRef | Direct Link | - Ahmed, W.A. and S.M. Shamsuddin, 2011. Neuro-fuzzy system in partitioned client-side web cache. Expert Sys. Appl., 10.1016/j.eswa.2011.05.009.
CrossRef | Direct Link | - Qasem, S.N. and S.M. Shamsuddin, 2010. Generalization improvement of radial basis function network based on multi-objective particle swarm optimization. J. Artif. Intell., 3: 1-16.
CrossRef | Direct Link | - Muda, A.K., S.M. Shamsuddin and A. Abraham, 2010. Improvement of authorship invarianceness for individuality representation in writer identification. Neural Network World, 19: 371-387.
Direct Link | - Leng, W.Y. and S.M. Shamsuddin, 2010. Writer identification for chinese handwriting. Int. J. Adv., Soft Comput. Appl., 2: 143-173.
Direct Link | - Kuok, K.K., S. Harun, S.M. Shamsuddin and P.C. Chiu, 2010. Evaluation of daily rainfall-funoff model using multilayer perceptron and particle swam optimization feedforward neural networks. J. Environ. Hydrol., 10: 1-16.
Direct Link | - Kuok, K.K., S. Harun and S.M. Shamsuddin, 2010. Particle swarm optimization feedforward neural network for modeling run off. Int. J. Environ. Sci. Tech., 7: 67-78.
Direct Link | - Kuok, K.K., S. Harun and S.M. Shamsuddin, 2010. Particle swarm optimization feedforward neural network for hourly rainfallrunoff modeling in bedup basin, malaysia. Int. J.Civil Environ. Eng., 9: 20-39.
Direct Link | - Zainal, A., M.A. Maarof and S.M. Shamsuddin, 2009. Ensemble of one-class classifiers for network intrusion detection system. J. Inf. Assur, Secur., 4: 217-225.
Direct Link | - Shamsuddin, S.M. S.H. Jaaman and M. Darus, 2009. Neuro-rough trading rules for mining kuala lumpur composite index. Eur. J. Sci. Res., 28: 278-286.
Direct Link | - Pamungkas, R.P. and S.M. Shamsuddin, 2009. Weighted aspect moment invariant in pattern recognition. Lect. Notes Comp. Sci. Ser., 5593: 806-818.
CrossRef | Direct Link | - Malek, M.A., S. Harun, S.M. Shamsuddin and I. Mohamad, 2009. Reconstruction of missing daily rainfall data using unsupervised artificial neural network. Int. J. Elect. Comput. Eng., 4: 340-345.
Direct Link | - Jaaman, S.H., S.M. Shamsuddin and M. Ismail, 2009. A predictive model construction applying rough set methodology for stock market returns. Int. Res. J. Finance Econ., 30: 211-218.
Direct Link | - Bakkret, N.O., S.M. Shamsuddin and R. Sudirman, 2009. Swarm negative selection algorithm for electroencephalogram signals classifications. J. Comp. Sci., 5: 998-1005.
Direct Link | - Aziz, F.A., H.N.A. Hameed, K.H. Chey, R. Alwee and S.M. Shamsuddin, 2009. The impact of social network structure in particle swarm optimization for classification problems. Int. J. Soft Comput., 4: 151-156.
CrossRef | Direct Link | - Atapour, A., A. Ghanizadeh and S.M. Shamsuddin, 2009. Advances of soft computing methods in edge detection. Int. J. Adv. Soft Comput. Appli., 1: 162-203.
Direct Link | - Ali, W. and S.M. Shamsuddin, 2009. Intelligent Client-Side Web Caching Scheme Based on Least recently Used Algorithm and Neuro-Fuzzy System. In: Advances in Neural Networks-ISNN 2009, Yu, W., H. He and N. Zang, (Eds.). Vol. 5552, Springer-Verlag, Berlin Heidelberg, pp: 70-79.
Direct Link | - Ahmed, W. and S.M. Shamsuddin, 2009. Integration of least recently used algorithm and neuro-fuzzy system into client-side web caching. Int. J. Comput. Sci. Secur., 3: 1-15.
Direct Link | - Qasem, S.N. and S.M. Shamsuddin, 2009. Hybrid learning enhancement of RBF network based on particle swarm optimization. Adv. Neural Network., 5553: 19-29.
CrossRef | Direct Link | - Muda, A.K., S.M. Shamsuddin and M. Darus, 2008. Invariants discretization for individuality representation in handwritten authorship. Proceedings of the 2nd International Workshop on Computational Forensics, Aug. 7-8, Washington, DC., USA., pp: 218-228.
CrossRef | Direct Link | - Malek, M.A., S. Harun, S.M. Shamsuddin and I. Mohamad, 2008. Imputation of time series data via kohonen self organising maps in the presence of missing data. Int. J. Comput. Sys. Sci. Eng. Tech., 41: 501-506.
Direct Link | - Jamili, B., S.M. Shamsuddin and S.H. Jaaman, 2008. Predicting financial performance indicator of publicly traded malaysian firms using rough sets based feature selection techniques. Int. J. Appl. Finance, 14: 5-17.
Direct Link | - Sam, L.Z., M.A. Maarof, A. Selamat and S.M. Shamsuddin, 2006. Simulation of of pornography web sites (pws) classification using principal component analysis with neural network. Int. J. Simulation, Sci. Tech., 9: 43-55.
Direct Link | - Sallehuddin, R., S.M. Shamsuddin and N.M. Yusof, 2006. Artificial neural network time series modeling for revenue forecasting. Chiang Mai J., 35: 1-16.
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