Professor Dr. Mohd Saberi Mohamad (Director)
Professor Dr. Mohd Saberi Mohamad (Director)
Institute For Artificial Intelligence and Big Data (AIBIG)
Verified email at umk.edu.my - Homepage
TitleCited byYear
A review on the computational approaches for gene regulatory network construction
LE Chai, SK Loh, ST Low, MS Mohamad, S Deris, Z Zakaria
Computers in biology and medicine 48, 55-65, 2014
1222014
Differential bees flux balance analysis with OptKnock for in silico microbial strains optimization
YW Choon, MS Mohamad, S Deris, RM Illias, CK Chong, LE Chai, ...
PloS one 9 (7), e102744, 2014
1002014
A new hybrid firefly algorithm for complex and nonlinear problem
A Abdullah, S Deris, MS Mohamad, SZM Hashim
Distributed Computing and Artificial Intelligence, 673-680, 2012
792012
A modified binary particle swarm optimization for selecting the small subset of informative genes from gene expression data
MS Mohamad, S Omatu, S Deris, M Yoshioka
IEEE Transactions on Information Technology in Biomedicine 15 (6), 813-822, 2011
622011
A review for detecting gene-gene interactions using machine learning methods in genetic epidemiology
CL Koo, MJ Liew, MS Mohamad, M Salleh, A Hakim
BioMed research international 2013, 2013
552013
Random forest for gene selection and microarray data classification
K Moorthy, MS Mohamad
Knowledge Technology Week, 174-183, 2011
552011
A Kalman filter approach for solving unimodal optimization problems
Z Ibrahim, NHA Aziz, NAA Aziz, S Razali, MI Shapiai, SW Nawawi, ...
ICIC Express Lett 9 (12), 3415-3422, 2015
482015
A hybrid of genetic algorithm and support vector machine for features selection and classification of gene expression microarray
MS Mohamad, S Deris, RM Illias
International Journal of Computational Intelligence and Applications 5 (01 …, 2005
482005
A review on missing value imputation algorithms for microarray gene expression data
K Moorthy, M Saberi Mohamad, S Deris
Current Bioinformatics 9 (1), 18-22, 2014
442014
Gene knockout identification for metabolite production improvement using a hybrid of genetic ant colony optimization and flux balance analysis
AHM Salleh, MS Mohamad, S Deris, S Omatu, F Fdez-Riverola, ...
Biotechnology and bioprocess engineering 20 (4), 685-693, 2015
402015
A multi-objective strategy in genetic algorithms for gene selection of gene expression data
MS Mohamad, S Omatu, S Deris, MF Misman, M Yoshioka
Artificial Life and Robotics 13 (2), 410-413, 2009
392009
Feature selection method using genetic algorithm for the classification of small and high dimension data
MS Mohamad
Proc. Int. Symp. Info. Com. Tech., 2004, 13-16, 2004
392004
Multi-agent systems applications in energy optimization problems: A state-of-the-art review
A González-Briones, F De La Prieta, M Mohamad, S Omatu, J Corchado
Energies 11 (8), 1928, 2018
362018
An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes
MS Mohamad, S Omatu, S Deris, M Yoshioka, A Abdullah, Z Ibrahim
Algorithms for Molecular Biology 8 (1), 15, 2013
362013
A review of gene knockout strategies for microbial cells
P Wah Tang, P San Chua, S Kee Chong, M Saberi Mohamad, ...
Recent patents on biotechnology 9 (3), 176-197, 2015
322015
Identification of informative genes and pathways using an improved penalized support vector machine with a weighting scheme
WH Chan, MS Mohamad, S Deris, N Zaki, S Kasim, S Omatu, ...
Computers in biology and medicine 77, 102-115, 2016
312016
Gene knockout identification using an extension of bees hill flux balance analysis
YW Choon, MS Mohamad, S Deris, CK Chong, S Omatu, JM Corchado
BioMed research international 2015, 2015
312015
A model for gene selection and classification of gene expression data
MS Mohamad, S Omatu, S Deris, SZM Hashim
Artificial Life and Robotics 11 (2), 219-222, 2007
292007
Feature selection and classifier parameters estimation for EEG signals peak detection using particle swarm optimization
A Adam, MI Shapiai, M Tumari, M Zaidi, MS Mohamad, M Mubin
The Scientific World Journal 2014, 2014
282014
An improved gSVM-SCADL2 with firefly algorithm for identification of informative genes and pathways
WH Chan, MS Mohamad, S Deris, JM Corchado, S Omatu, Z Ibrahim, ...
International Journal of Bioinformatics Research and Applications 12 (1), 72-93, 2016
262016
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