| 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 | 231 | 2014 |
| Multi-agent systems applications in energy optimization problems: A state-of-the-art review A González-Briones, F De La Prieta, MS Mohamad, S Omatu, ... Energies 11 (8), 1928, 2018 | 155 | 2018 |
| 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 | 149 | 2014 |
| A new hybrid firefly algorithm for complex and nonlinear problem A Abdullah, S Deris, MS Mohamad, SZM Hashim Distributed Computing and Artificial Intelligence: 9th International
, 2012 | 107 | 2012 |
| 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 | 94 | 2011 |
| A review for detecting gene-gene interactions using machine learning methods in genetic epidemiology CL Koo, MJ Liew, MS Mohamad, AH Mohamed Salleh BioMed research international 2013, 2013 | 89 | 2013 |
| 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 | 70 | 2014 |
| 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 | 69 | 2015 |
| 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 | 61 | 2005 |
| Deepint. net: A rapid deployment platform for smart territories JM Corchado, P Chamoso, G Hernández, ASR Gutierrez, AR Camacho, ... Sensors 21 (1), 236, 2021 | 54 | 2021 |
| 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, 1-11, 2013 | 53 | 2013 |
| Random forest for gene selection and microarray data classification K Moorthy, MS Mohamad Bioinformation 7 (3), 142, 2011 | 53 | 2011 |
| 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 | 53 | 2004 |
| Machine learning models for electricity consumption forecasting: a review A González-Briones, G Hernandez, JM Corchado, S Omatu, ... 2019 2nd International Conference on Computer Applications & Information
, 2019 | 50 | 2019 |
| 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, 685-693, 2015 | 48 | 2015 |
| Simulated Kalman filter: a novel estimation-based metaheuristic optimization algorithm Z Ibrahim, NHA Aziz, NAA Aziz, S Razali, MS Mohamad Advanced Science Letters 22 (10), 2941-2946, 2016 | 47 | 2016 |
| 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 | 47 | 2015 |
| 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, 410-413, 2009 | 44 | 2009 |
| Feature selection and classifier parameters estimation for EEG signals peak detection using particle swarm optimization A Adam, MI Shapiai, MZ Mohd Tumari, MS Mohamad, M Mubin The Scientific World Journal 2014, 2014 | 43 | 2014 |
| 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 | 42 | 2016 |
