M. S. Mohamad

Mohd Saberi Mohamad, Safaai Deris, Michifumi Yoshioka, 2014, 2014 IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA).

A Review on Recent Progress in Machine Learning and Deep Learning Methods for Cancer Classification on Gene Expression Data

Mohd Saberi Mohamad, Muhammad Akmal bin Remli, Nor Bakiah Abd Warif, 2021, Processes.

Inferring E. coli SOS Response Pathway from Gene Expression Data Using IST-DBN with Time Lag Estimation

Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, 2013, BDI.

Modelling Gene Networks by a Dynamic Bayesian Network-Based Model with Time Lag Estimation

Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, 2013, PAKDD Workshops.

Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model

Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, 2012, DCAI.

Using a dynamic bayesian network-based model for inference of escherichia coli SOS response pathway from gene expression data

S. Deris, W. C. Yee, Khim Chong Chuii, 2012 .

A group-specific tuning parameter for hybrid of SVM and SCAD in identification of informative genes and pathways

Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Safaai Deris, 2014, Int. J. Data Min. Bioinform..

A Hybrid of SVM and SCAD with Group-Specific Tuning Parameter for Pathway-Based Microarray Analysis

Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Safaai Deris, 2012, DCAI.

Pathway-Based Microarray Analysis for Defining Statistical Significant Phenotype-Related Pathways: A Review of Common Approaches

S. Deris, S.Z.M. Hashim, M.F. Misman, 2009, 2009 International Conference on Information Management and Engineering.

Database and tools for metabolic network analysis

Mohd Saberi Mohamad, Safaai Deris, Abdul Hakim Mohamed Salleh, 2014, Biotechnology and Bioprocess Engineering.

Gene Selection Based On an Improved Iterative Feature Elimination Random Survival Forest

Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, 2015 .

Enhanced Directed Random Walk for the Identification of Breast Cancer Prognostic Markers from Multiclass Expression Data

Zalmiyah Zakaria, Mohd Saberi Mohamad, Muhammad Akmal bin Remli, 2021, Entropy.

An Improved Swarm Optimization for Parameter Estimation and Biological Model Selection

Mohd Saberi Mohamad, Safaai Deris, Afnizanfaizal Abdullah, 2013, PloS one.

An Estimation and Biological Model Selection

S. Deris, S. Anwar, M. Mohamad, 2013 .

Random forest for gene selection and microarray data classification.

Kohbalan Moorthy, Mohd Saberi Mohamad, Kohbalan Moorthy, 2011 .

A review on the computational approaches for gene regulatory network construction

Zalmiyah Zakaria, Mohd Saberi Mohamad, Safaai Deris, 2014, Comput. Biol. Medicine.

Multiple Gene Sets for Cancer Classification Using Gene Range Selection Based on Random Forest

Mohd Saberi Mohamad, Safaai Deris, Kohbalan Moorthy, 2013, ACIIDS.

Random forest for gene selection and microarray data classification

Mohd Saberi Mohamad, Kohbalan Moorthy, Kohbalan Moorthy, 2011, Bioinformation.

CronoClock: A Multiagent Mobile Model to Assist Drivers in Park Zones

Mohd Saberi Mohamad, Fernando De la Prieta, Gabriel Villarrubia, 2014, DCAI 2014.

Multiagent Application in Mobile Environments to Data Collection in Park Zones

Mohd Saberi Mohamad, Fernando de la Prieta, Gabriel Villarrubia, 2014, DCAI.

Comparative Study of One-Class Based Anomaly Detection Techniques for a Bicomponent Mixing Machine Monitoring

Héctor Quintián-Pardo, José Luís Casteleiro-Roca, Esteban Jove, 2020, Cybern. Syst..

A Hybrid of Harmony Search and Minimization of Metabolic Adjustment for Optimization of Succinic Acid Production

Juan M. Corchado, Mohd Saberi Mohamad, Safaai Deris, 2016, PACBB.

Identification of gene knockout strategies using a hybrid of an ant colony optimization algorithm and flux balance analysis to optimize microbial strains

Mohd Saberi Mohamad, Safaai Deris, Michifumi Yoshioka, 2014, Comput. Biol. Chem..

An improved hybrid of particle swarm optimization and the gravitational search algorithm to produce a kinetic parameter estimation of aspartate biochemical pathways

Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Safaai Deris, 2017, Biosyst..

A Hybrid of Integer Differential Bees and Flux Balance Analysis for Improving Succinate and Lactate Production

Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, 2017 .

Gene knockout identification for metabolite production improvement using a hybrid of genetic ant colony optimization and flux balance analysis

A. H. Salleh, S. Deris, J. Corchado, 2015, Biotechnology and Bioprocess Engineering.

Gene Knockout Identification Using an Extension of Bees Hill Flux Balance Analysis

Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, 2015, BioMed research international.

A gene knockout strategy for succinate production using a hybrid algorithm of bees algorithm and minimization of metabolic adjustment

Mohd Saberi Mohamad, Safaai Deris, Michifumi Yoshioka, 2014, 2014 IEEE International Conference on Granular Computing (GrC).

Differential Bees Flux Balance Analysis with OptKnock for In Silico Microbial Strains Optimization

Yee Wen Choon, Lian En Chai, Chuii Khim Chong, 2014, PloS one.

Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Ethanol in Bacillus Subtilis

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2013, BDI.

Prediction of Vanillin Production in Yeast Using a Hybrid of Continuous Bees Algorithm and Flux Balance Analysis (CBAFBA)

Yee Wen Choon, Lian En Chai, Chuii Khim Chong, 2013, BDI.

Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Succinic Acid and Glycerol in Saccharomyces cerevisiae

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2013, PAKDD Workshops.

Using Bees Hill Flux Balance Analysis (BHFBA) for in silico Microbial Strain Optimization

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2013, ACIIDS.

A hybrid of bees algorithm and flux balance analysis with OptKnock as a platform for in silico optimization of microbial strains

Yee Wen Choon, Lian En Chai, Chuii Khim Chong, 2013, Bioprocess and Biosystems Engineering.

Identifying Gene Knockout Strategies Using a Hybrid of Bees Algorithm and Flux Balance Analysis for in Silico Optimization of Microbial Strains

Mohd Saberi Mohamad, Safaai Deris, Sigeru Omatu, 2012, DCAI.

Optimizing Ethanol Production in Escherichia Coli Using a Hybrid of Particle Swarm Optimization and Artificial Bee Colony

Yee Wen Choon, Muhammad Akmal bin Remli, Mohamad Faiz Dzulkalnine, 2022, 2022 The 6th International Conference on Advances in Artificial Intelligence.

Improved Metaheuristic Algorithms for Metabolic Network Optimization

Zalmiyah Zakaria, Mohd Saberi Mohamad, Rohayanti Hassan, 2019, IOP Conference Series: Materials Science and Engineering.

USING AN IMPROVED BEE MEMORY DIFFERENTIAL EVOLUTION ALGORITHM FOR PARAMETER ESTIMATION TO SIMULATE BIOCHEMICAL PATHWAYS

Mohd Shahir Shamsir, Mohd Saberi Mohamad, Safaai Deris, 2014 .

Parameter Estimation by Using an Improved Bee Memory Differential Evolution Algorithm (IBMDE) to Simulate Biochemical Pathways

Mohd Shahir Shamsir, Mohd Saberi Mohamad, Safaai Deris, 2013 .

Threonine Biosynthesis Pathway Simulation Using IBMDE with Parameter Estimation

Mohd Shahir Shamsir, Mohd Saberi Mohamad, Safaai Deris, 2013, PAKDD Workshops.

A Review on Missing Value Imputation Algorithms for Microarray Gene Expression Data

Mohd Saberi Mohamad, Safaai Deris, Kohbalan Moorthy, 2014 .

Multi-Agent Systems Applications in Energy Optimization Problems: A State-of-the-Art Review

Juan M. Corchado, Mohd Saberi Mohamad, Fernando De la Prieta, 2018, Energies.

A Review for Detecting Gene-Gene Interactions Using Machine Learning Methods in Genetic Epidemiology

Ching Lee Koo, M. Mohamad, Mei Jing Liew, 2013, BioMed research international.

Deepint.net: A Rapid Deployment Platform for Smart Territories

Juan M. Corchado, Fernando de la Prieta, Sara Rodríguez, 2021, Sensors.

MLPSO: Multi-Leader particle swarm optimization for multi-objective optimization problems

Junzo Watada, Mohd Saberi Mohamad, Salinda Buyamin, 2015 .

A Review of Computational Approaches for In Silico Metabolic Engineering for Microbial Fuel Production

Weng Howe Chan, S. Deris, R. Illias, 2013 .

Identifying a Gene Knockout Strategy Using a Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis to Enhance the Production of Succinate and Lactate in Escherichia Coli

Mohd Arfian Ismail, Yee Wen Choon, Muhammad Akmal bin Remli, 2019, Interdisciplinary Sciences: Computational Life Sciences.

A hybrid of ant colony optimization and minimization of metabolic adjustment to improve the production of succinic acid in Escherichia coli

Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, 2014, Comput. Biol. Medicine.

An improved gSVM-SCADL2 with firefly algorithm for identification of informative genes and pathways

Juan M. Corchado, Mohd Saberi Mohamad, Safaai Deris, 2016, Int. J. Bioinform. Res. Appl..

Identifying Minimal Genomes and Essential Genes in Metabolic Model Using Flux Balance Analysis

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2013, ACIIDS.

A New Hybrid Simulated Kalman Filter and Particle Swarm Optimization for Continuous Numerical Optimization Problems

Mohd Saberi Mohamad, Kamarul Hawari Ghazali, Zuwairie Ibrahim, 2015 .

Comparison of Optimization-Modelling Methods for Metabolites Production in Escherichia coli

Mohd Arfian Ismail, Yee Wen Choon, Kauthar Mohd Daud, 2020, J. Integr. Bioinform..

A non-dominated sorting Differential Search Algorithm Flux Balance Analysis (ndsDSAFBA) for in silico multiobjective optimization in identifying reactions knockout

Zalmiyah Zakaria, Safaai Deris, Zuwairie Ibrahim, 2019, Comput. Biol. Medicine.

An enhanced topologically significant directed random walk in cancer classification using gene expression datasets

Mohd Saberi Mohamad, Mohd Arfian Ismail, Mohd Farhan Md Fudzee, 2017, Saudi journal of biological sciences.

Investigating the effects of imputation methods for modelling gene networks using a dynamic bayesian network from gene expression data.

Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, 2014, The Malaysian journal of medical sciences : MJMS.

A Review on the Bioinformatics Tools for Neuroimaging.

Mohd Saberi Mohamad, Safaai Deris, Ghazali Sulong, 2015, The Malaysian journal of medical sciences : MJMS.

Cooperative enhanced scatter search with opposition-based learning schemes for parameter estimation in high dimensional kinetic models of biological systems

Juan M. Corchado, Mohd Saberi Mohamad, Safaai Deris, 2019, Expert Syst. Appl..

Simulation of Fermentation Pathway Using Bees Algorithm

Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, 2013 .

SLC17A3 rs9379800 and Ischemic Stroke Susceptibility at the Northern Region of Malaysia.

L. Griffiths, L. Wei, M. Mohamad, 2021, Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association.

An enhancement of binary particle swarm optimization for gene selection in classifying cancer classes

Mohd Saberi Mohamad, Safaai Deris, Michifumi Yoshioka, 2013, Algorithms for Molecular Biology.

Using Ant Colony Optimization (ACO) on Kinetic Modeling of the Acetoin Production in Lactococcus Lactis C7

Mohd Shahir Shamsir, Mohd Saberi Mohamad, Safaai Deris, 2013, BDI.

The emerging field of synthetic biology: A review

S. Z. M. Hashim, N. Habibi, C. A. Rodriguez, 2012, 2012 4th International Conference on Intelligent and Advanced Systems (ICIAS2012).

A hybrid of bees algorithm and flux balance analysis (BAFBA) for the optimisation of microbial strains

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2014, Int. J. Data Min. Bioinform..

Using Bayesian Networks to Construct Gene Regulatory Networks from Microarray Data

M. Mohamad, T. A. Kung, M. S. Mohamad, 2012 .

Investigation of the Effects of Imputation Methods for Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks

Juan M. Corchado, Mohd Saberi Mohamad, Safaai Deris, 2016, DCAI.

In silico gene deletion of escherichia coli for optimal ethanol production using a hybrid algorithm of particle swarm optimization and flux balance analysis

Yee Wen Choon, A. H. Salleh, S. Deris, 2016 .

A hybrid of differential search algorithm and flux balance analysis to: Identify knockout strategies for in silico optimization of metabolites production

Zalmiyah Zakaria, Sigeru Omatu, Safaai Deris, 2018 .

In silico gene knockout prediction using a hybrid of Bat algorithm and minimization of metabolic adjustment

Mohd Saberi Mohamad, Mohd Arfian Ismail, Yee Wen Choon, 2021, J. Integr. Bioinform..

A Hybrid of Bat Algorithm and Minimization of Metabolic Adjustment for Succinate and Lactate Production

Mohd Saberi Mohamad, Mohd Arfian Ismail, Yee Wen Choon, 2020, PACBB.

A hybrid of Cuckoo Search and Minimization of Metabolic Adjustment to optimize metabolites production in genome-scale models

Juan M. Corchado, Mohd Saberi Mohamad, Safaai Deris, 2018, Comput. Biol. Medicine.

Optimising the production of succinate and lactate in Escherichia coli using a hybrid of artificial bee colony algorithm and minimisation of metabolic adjustment.

Mohd Saberi Mohamad, Safaai Deris, Yee Wen Choon, 2015, Journal of bioscience and bioengineering.

A Hybrid of SVM and SCAD with Group-Specific Tuning Parameters in Identification of Informative Genes and Biological Pathways

Mohd Saberi Mohamad, Safaai Deris, Muhammad Faiz Misman, 2013, PAKDD Workshops.

Gene Regulatory Network Construction of Ovarian Cancer Based on Passing Attributes between Network for Data Assimilation

Kohbalan Moorthy, Logenthiran Machap, Yeo Zhu Ern Isaac, 2020, 2020 8th International Conference on Information Technology and Multimedia (ICIMU).

Machine Learning Models for Electricity Consumption Forecasting: A Review

Juan M. Corchado, Alfonso González-Briones, Guillermo Hernández, 2019, 2019 2nd International Conference on Computer Applications & Information Security (ICCAIS).

A dynamic bayesian network-based model for inferring gene regulatory networks from gene expression data

Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, 2014, BSBT 2014.

A Kalman Filter approach to PCB drill path optimization problem

Mohd Saberi Mohamad, Khairul Hamimah Abas, Zuwairie Ibrahim, 2016, 2016 IEEE Conference on Systems, Process and Control (ICSPC).

Evaluation of Different Horizon Lengths in Single-agent Finite Impulse Response Optimizer

Nor Hidayati Abdul Aziz, M. I. Shapiai, Z. Ibrahim, 2019, 2019 International Conference on Computer and Information Sciences (ICCIS).

Single-solution Simulated Kalman Filter algorithm for global optimisation problems

Nor Hidayati Abdul Aziz, NOR HIDAYATI ABDUL AZIZ, ZUWAIRIE IBRAHIM, 2018, Sādhanā.

A Modified Binary Particle Swarm Optimization for Selecting the Small Subset of Informative Genes From Gene Expression Data

Mohd Saberi Mohamad, Safaai Deris, Michifumi Yoshioka, 2011, IEEE Transactions on Information Technology in Biomedicine.

Particle swarm optimization for gene selection in classifying cancer classes

Mohd Saberi Mohamad, Safaai Deris, Michifumi Yoshioka, 2009, Artificial Life and Robotics.

A Method to Construct Gene Regulatory Networks to Estimate and Calculate Time Delays

Mohd Saberi Mohamad, Chai Suk Phin, M. S. Mohamad, 2013 .

Single-solution simulated Kalman Filter algorithm for routing in printed circuit board drilling process

Zuwairie Ibrahim, Zulkifli Md. Yusof, Nor Hidayati Abdul Aziz, 2018 .

An application of simulated Kalman filter optimization algorithm for parameter tuning in proportional-integral-derivative controllers for automatic voltage regulator system

Mohd Saberi Mohamad, Dwi Pebrianti, Mohd Ibrahim Shapiai, 2018, 2018 SICE International Symposium on Control Systems (SICE ISCS).

Simultaneous Computation of Model Order and Parameter Estimation for Arx Model Based on Single Swarm and Multi Swarm Simulated Kalman Filter

Mohd Saberi Mohamad, Dwi Pebrianti, Zuwairie Ibrahim, 2017 .

Simulated Kalman Filter with Randomized Q and R Parameters

Mohd Saberi Mohamad, Khairul Hamimah Abas, Zuwairie Ibrahim, 2017 .

Angle Modulated Simulated Kalman Filter Algorithm for Combinatorial Optimization Problems

Mohd Saberi Mohamad, Zuwairie Ibrahim, Zulkifli Md. Yusof, 2016 .

A Kalman filter approach for solving unimodal optimization problems

Mohd Saberi Mohamad, Mohd Ibrahim Shapiai, Zuwairie Ibrahim, 2015 .

A Hybrid of Particle Swarm Optimization and Harmony Search to Estimate Kinetic Parameters in Arabidopsis thaliana

Juan M. Corchado, Mohd Saberi Mohamad, Zuwairie Ibrahim, 2020, Processes.

Software for detecting gene-gene interactions in genome wide association studies

Ching Lee Koo, A. H. Salleh, S. Deris, 2015, Biotechnology and Bioprocess Engineering.

Current Development and Review of Dynamic Bayesian Network-Based Methods for Inferring Gene Regulatory Networks from Gene Expression Data

Mohd Saberi Mohamad, Sigeru Omatu, Safaai Deris, 2014 .

A Direct Proof of Improved Biased Random Walk with Gastric Cancer Dataset

Mohd Arfian Ismail, Choon Sen Seah, Rd. Rohmat Saedudin, 2018, 2018 International Conference on Applied Mathematics & Computer Science (ICAMCS).

A Direct Proof of Significant Directed Random Walk

Mohd Saberi Mohamad, Mohd Farhan Md Fudzee, Shahreen Kasim, 2017 .

A Study of Network-based Approach for Cancer Classification

S. Deris, S. Hashim, M. Mohamad, 2009, 2009 International Conference on Information Management and Engineering.

A framework for identifying interaction genes from microarray gene expression data in cancer classification

Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Safaai Deris, 2009 .

The Development of Parameter Estimation Method for Chinese Hamster Ovary Model using Black Widow Optimization Algorithm

Muhammad Akmal bin Remli, Noorlin Mohd Ali, Hui Wen Nies, 2020 .

A comparative analysis of metaheuristic algorithms in fuzzy modelling for phishing attack detection

Zalmiyah Zakaria, Mohd Saberi Mohamad, Tole Sutikno, 2021, Indonesian Journal of Electrical Engineering and Computer Science.

Feature Selection and Classifier Parameters Estimation for EEG Signals Peak Detection Using Particle Swarm Optimization

Mohd Saberi Mohamad, Marizan Mubin, Mohd Ibrahim Shapiai, 2014, TheScientificWorldJournal.

A Hybrid of Genetic Algorithm and Support Vector Machine for Features Selection and Classification of Gene Expression Microarray

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2005, Int. J. Comput. Intell. Appl..

Investigation of the attribute of the random forest in defining significant pathways

Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Safaai Deris, 2009 .

An improved hybrid of SVM and SCAD for pathway analysis

Siti Zaiton Mohd Hashim, Mohd Saberi Mohamad, Safaai Deris, 2011, Bioinformation.

Gene knockout strategies identification by using a hybrid of bees algorithm and flux balance analysis for optimizing microbial strains

S. Deris, M. Mohamad, W. C. Yee, 2012 .

Metabolites production improvement by identifying minimal genomes and essential genes using flux balance analysis

Mohd Saberi Mohamad, Safaai Deris, Rosli Md. Illias, 2015, Int. J. Data Min. Bioinform..

Topologically significant directed random walk with applied walker network in cancer environment.

Mohd Arfian Ismail, Rohayanti Hassan, Shahreen Kasim, 2019, Pakistan journal of pharmaceutical sciences.