Siti Mariyam Shamsuddin
Siti Mariyam Shamsuddin
Director, UTM Big Data Centre. PhD in Artificial Intelligence; BSc and MSc in Mathematics
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Particle swarm optimization: technique, system and challenges
DP Rini, SM Shamsuddin, SS Yuhaniz
International journal of computer applications 14 (1), 19-26, 2011
4562011
A review of population-based meta-heuristic algorithms
Z Beheshti, SMH Shamsuddin
Int. J. Adv. Soft Comput. Appl 5 (1), 1-35, 2013
2172013
Classification with class imbalance problem: a review
A Ali, SM Shamsuddin, AL Ralescu
Int. J. Advance Soft Compu. Appl 7 (3), 176-204, 2015
1642015
A survey of web caching and prefetching
W Ali, SM Shamsuddin, AS Ismail
Int. J. Advance. Soft Comput. Appl 3 (1), 18-44, 2011
1512011
Radial basis function network based on time variant multi-objective particle swarm optimization for medical diseases diagnosis
SN Qasem, SM Shamsuddin
Applied Soft Computing 11 (1), 1427-1438, 2011
1422011
CAPSO: centripetal accelerated particle swarm optimization
Z Beheshti, SMH Shamsuddin
Information sciences 258, 54-79, 2014
872014
Ensemble classifiers for network intrusion detection system
A Zainal, MA Maarof, SM Shamsuddin
Journal of Information Assurance and Security 4 (3), 217-225, 2009
812009
Memetic binary particle swarm optimization for discrete optimization problems
Z Beheshti, SM Shamsuddin, S Hasan
Information Sciences 299, 58-84, 2015
792015
Electromagnetic field optimization: A physics-inspired metaheuristic optimization algorithm
H Abedinpourshotorban, SM Shamsuddin, Z Beheshti, DNA Jawawi
Swarm and Evolutionary Computation 26, 8-22, 2016
752016
Multi-objective hybrid evolutionary algorithms for radial basis function neural network design
SN Qasem, SM Shamsuddin, AM Zain
Knowledge-Based Systems 27, 475-497, 2012
732012
Feature selection using Rough-DPSO in anomaly intrusion detection
A Zainal, MA Maarof, SM Shamsuddin
International Conference on Computational Science and Its Applications, 512-524, 2007
622007
Particle swarm optimization feedforward neural network for modeling runoff
KK Kuok, S Harun, SM Shamsuddin
International Journal of Environmental Science & Technology 7 (1), 67-78, 2010
602010
MPSO: median-oriented particle swarm optimization
Z Beheshti, SMH Shamsuddin, S Hasan
Applied Mathematics and Computation 219 (11), 5817-5836, 2013
562013
Non-parametric particle swarm optimization for global optimization
Z Beheshti, SM Shamsuddin
Applied Soft Computing 28, 345-359, 2015
552015
Memetic multiobjective particle swarm optimization-based radial basis function network for classification problems
SN Qasem, SM Shamsuddin, SZM Hashim, M Darus, E Al-Shammari
Information Sciences 239, 165-190, 2013
552013
Feature selection using rough set in intrusion detection
A Zainal, MA Maarof, SM Shamsuddin
TENCON 2006-2006 IEEE Region 10 Conference, 1-4, 2006
522006
Intelligent Web caching using neurocomputing and particle swarm optimization algorithm
S Sulaiman, SM Shamsuddin, F Forkan, A Abraham
2008 Second Asia International Conference on Modelling & Simulation (AMS …, 2008
512008
Selection of defuzzification method to obtain crisp value for representing uncertain data in a modified sweep algorithm
GW Nurcahyo, SM Shamsuddin, RA Alias, M Noor Md Sap
Journal of Computer Science & Technology 3, 2003
512003
Particle swarm optimization for ANFIS interpretability and accuracy
DP Rini, SM Shamsuddin, SS Yuhaniz
Soft Computing 20 (1), 251-262, 2016
492016
Enhancement of artificial neural network learning using centripetal accelerated particle swarm optimization for medical diseases diagnosis
Z Beheshti, SMH Shamsuddin, E Beheshti, SS Yuhaniz
Soft Computing 18 (11), 2253-2270, 2014
492014
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