• K. Hon, M.S. Mohamad, A.H.M Salleh, Y.W. Choon, S. Deris, M.A. Remli, M.A. Ismail, S. Omatu, "A Hybrid of Simple Constrained Artificial Bee Colony Algorithm and Flux Balance Analysis for Enhancing Lactate and Succinate in Escherichia Coli", 12th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB'18), Toledo, Spain, 20-22 June 2018.
  • Y. Aw, M.S, Mohamad, C.K. Chong, S. Deris, M.A. Remli, M.A. Ismail, S. Omatu, "Parameter Estimation of Essential Amino Acids in Arabidopsis thaliana using Hybrid of Bees Algorithm and Harmony Search", 12th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB'18), Toledo, Spain, 20-22 June 2018.
  • Muhammad,, D. Pebrianti, N.A. Ghani, N.H.A. Aziz, N.A.A. Aziz, M.S. Mohamad, M.I. Shapiai, Z. Ibrahim, "An Application of Simulated Kalman Filter Optimization Algorithm For Parameter Tuning in Proportional-Integral-Derivative Controllers For Automatic Voltage Regulator System", 2018 SICE International Symposium on Control Systems (SICE ISCS 2018), Tokyo, Japan, 9-11 March 2018.
  • W. Nies, K.M Daud, M.A. Remli, M.S. Mohamad, S. Deris, S. Omatu, S. Kasim, G. Sulong, “Classification of Colorectal Cancer Using Clustering and Feature Selection Approaches”, 11th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB'17), Porto, Portugal, 21-23 June 2017.
  • A. Remli, K.M Daud, H.W. Nies, M.S. Mohamad, S. Deris, S. Omatu, S. Kasim, G. Sulong, “K-Means Clustering with Infinite Feature Selection for Classification Tasks in Gene Expression Data”, 11th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB'17), Porto, Portugal, 21-23 June 2017.
  • S. Seah, S. Kasim, M.F.M. Fudzee, M.S. Mohamad, "A Direct Proof of Significant Directed Random Walk", IOP Conference Series: Materials Science and Engineering, Vol. 235. No. 1, pp. 1-6, 2017.
  • M. Zainuddin, M.S. Mohamad, L.E. Chai, Z.A. Shah, W.H. Chan, S. Deris, H. Aleisa, S. Subair, “ Inferring Gene Network from Gene Expression Data Using Dynamic Bayesian Network with Optimization Algorithm and Scoring Metric Approaches”, 17th International Conference on Bioinformatics & Computational Biology (BIOCOMP'16), Las Vegas, 25-28 July 2016.
  • A. Abdul Wahid, M.S. Mohamad, A.H. Mohamed Salleh, S. Deris, W.H. Chan, S. Omatu, J.M. Corchado, M.F. Sjaugi, Z. Ibrahim, Z. Md. Yusof, “A Hybrid of Harmony Search and Minimization of Metabolic Adjustment for Optimization of Succinic Acid Production”, 10th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB'16), Seville, Spain, 1-3 June 2016.
  • Y. Lim, M.S. Mohamad, L.E. Chai, S. Deris, W.H. Chan, S. Omatu, J.M. Corchado, M.F. Sjaugi, M.M. Zainuddin, G. Rajamohan, Z. Ibrahim, Z. Md. Yusof, “Investigation of the Effects of Imputation Methods for Gene Regulatory Networks Modelling Using Dynamic Bayesian Networks”, 13th International Conference on Distributed Computing and Artificial Intelligence (DCAI'16), Seville, Spain, 1-3 June 2016.
  • Li, R.O. Sinnott, Y.W. Choon, M.F. Sjaugi, M.S. Mohammad, S. Deris, S. Napis, S. Omatu, J.M. Corchado, “Exploring the High Performance Computing-Enablement of a Suite of Gene-Knockout Based Genetic Engineering Applications”, 10th International Conference on Practical Applications of Computational Biology & Bioinformatics (PACBB'16), Seville, Spain, 1-3 June 2016.
  • H.A. Aziz, N.A.A. Aziz, Z. Ibrahim, S. Razali, K.H. Abas, M.S. Mohamad. “A Kalman Filter approach to PCB drill path optimization problem”, 2016 IEEE Conference on Systems, Process and Control (ICSPC2016). pp. 33-36. Melaka, Malaysia, 26-18 Dec 2016.
  • Ibrahim, N.H.A. Aziz, N.A.A. Aziz, S. Razali, M.I. Shapiai, S.W. Nawawi, M.S. Mohamad, “A Kalman Filter Approach for Solving Unimodal Optimization Problems”, The Tenth International Conference on Innovative Computing, Information and Control (ICICIC2015), Dalian, China, 20-22 August 2015.
  • W. Shi, K. Moorthy, M.S. Mohamad, S. Deris, S. Omatu, M. Yoshioka, “Random Forest and Gene Ontology for Functional Analysis of Microarry Data”, IEEE 7th International Workshop on Computational Intelligence and Applications (IWCIA 2014), pp. 29-34, IEEE Press, Hiroshima, Japan, 7-8 November 2014. Indexed by Scopus.
  • W. Soon, K. Moorthy, M.S. Mohamad, S. Deris, S. Omatu, “Gene Selection Based on an Improved Iterative Feature Elimination Random Survival Forest”, The 46th International Symposium on Stochastic Systems Theory and Its Applications (SSS’ 14), Kyoto Institute of Technology, Japan, 1-2 November 2014.
  • T. Low, L.E. Chai, M.S. Mohamad, S. Deris, S. Omatu, M. Yoshioka, “Inferring Gene Regulatory Networks from Perturbed Gene Expression Data Using a Dynamic Bayesian Network with a Markov Chain Monte Carlo Algorithm”,The 2014 IEEE International Conference on Granular Computing (GrC 2014), pp. 179-184, IEEE Press, Noboribetsu Grand Hotel, Hokkaido, Japan, 22-24 October 2014. Indexed by ISI and Scopus.
  • L. Koo, A.H.M. Salleh, M.S. Mohamad, S. Deris, S. Omatu, M. Yoshioka, “A Gene Knockout Strategy for Succinate Production Using a Hybrid Algorithm of Bees Algorithm and Minimization of Metabolic Adjustment”, The 2014 IEEE International Conference on Granular Computing (GrC 2014), pp. 131-136, IEEE Press, Noboribetsu Grand Hotel, Hokkaido, Japan, 22-24 October 2014. Indexed by ISI and Scopus.
  • Navarro, F. de la Prieta, G. Villarrubia, M.S. Mohamad, “Multiagent Application in Mobile Enviroments to Data Collection in Park Zones”, The 11th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2014), vol. 290, pp. 251-259. Universiti of Salamanca, Spain, 4-6 June 2014.
  • E. Chai, M.S. Mohamad, S. Deris, C.K. Chong, Y.W. Choon, “Modelling Gene Networks by a Dynamic Bayesian Network-Based Model with Time Lag Estimation”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • X. Yeoh, C.K. Chong, Y.W. Choon, L.E. Chai, M.S. Mohamad, S. Deris, R.M Illias, “Parameter Estimation Using Improved Differential Evolution (IDE) and Bacterial Foraging Algorithm to Model Tyrosine Production in Mus Musculus”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • K. Chong, Y.W. Choon, L.E. Chai, M.S. Mohamad, S. Deris, S. Shamsir, “Theronine Biosynthesis Pathway Simulation Using IBMDE with Parameter Estimation”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • Moorthy, M.S. Mohamad, S. Deris, “Multiclass Prediction for Cancer Microarray Data Using Various Variables Range Reduction Based on Random Forest”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “A Constraint and Rule in an Enhancement of Binary Particle Swarm Optimization to Select Informative Genes for Cancer Classification”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • W. Choon, C.K. Chong, L.E. Chai, M.S. Mohamad, S. Deris, R.M Illias, “Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Succinic Acid and Glycerol in Saccharomyces Cerevisiae”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • F. Misman, W.H. Chan, M.S. Mohamad, S. Deris, “A Hybrid of SVM and SCAD with Group-Specific Tuning Parameters in Identification of Informative Genes and Biological Pathways”, The First International Workshop on Data Analytics for Targeted Healthcare (DANTH 2013), Gold Coast, Australia, 14-17 April 2013.
  • E. Chai, M.S. Mohamad, S. Deris, C.K. Chong, Y.W. Choon, “Inferring E. Coli SOS Response Pathway from Gene Expression Data Using IST-DBN with Time Lag Estimation”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • F. Saidin, C.K Chong, Y.W. Choon, L.E. Chai, S. Deris, R.M. Illias, M.S Shamsir, M.S. Mohamad, “Using Ant Colony Optimization (ACO) on Kinetic Modeling of the Acetoin Production in Lactococcus Lactis C7”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • T. Ng, C.K. Chong, Y.W. Choon, L.E. Chai, S. Deris, R.M. Illias, M.S. Shamsir, M.S. Mohamad, “Using Particle Swarm Optimization for Estimating Kinetics Parameters on Essential Amino Acid Production of Arabidopsis Thaliana”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • A. Mutalib, L.E. Chai, C.K. Chong, Y.W. Choon, S. Deris, R.M. Illias, M.S. Mohamad, “Inferring Gene Networks from Gene Expression Data Using Dynamic Bayesian Network with Different Scoring Metric Approaches”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • H. Yin, Y.W. Choon, L.E. Chai, C.K. Chong, S. Deris, R.M. Illias, M.S. Mohamad, “Prediction of Vanillin Production in Yeast Using a Hybrid of Continuous Bees Algorithm and Flux Balance Analysis (CBAFBA)”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • W. Choon, M.S. Mohamad, S. Deris, R.M. Illias, L.E. Chai, C.K. Chong, “Identifying Gene Knockout Strategy Using Bees Hill Flux Balance Analysis (BHFBA) for Improving the Production of Ethanol in Bacillus Subtilis”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • S Lee, Y.W. Choon, L.E. Chai, C.K. Chong, S. Deris, R.M. Illias, M.S. Mohamad, “A Hybrid of Artificial Bee Colony and Flux Balance Analysis for Identifying Optimum Knockout Strategies for Producing High Yields of Lactate in Echerichia Coli”, International Symposium on Biomedical Data Infrastructure (BDI 2013), University of Malaya, Kuala Lumpur, Malaysia, 27-28 February 2013.
  • W. Choon, M.S. Mohamad, S. Deris, R.M. Illias, L. E. Chai, “Using Bees Hill Flux Balance Analysis (BHFBA) for In Silico Microbial Strain Optimization”, The 5th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2013), Istana Hotel, Kuala Lumpur, Malaysia, 18-20 March 2013.
  • Moorthy, M.S. Mohamad, S. Deris, “Multiple Gene Sets for Cancer Classification Using Gene Range Selection Based on Random Forest”, The 5th Asian Conference on Intelligent Information and Database Systems (ACIIDS 2013), Istana Hotel, Kuala Lumpur, Malaysia, 18–20 March 2013.
  • H.M. Salleh, M.S. Mohamad, S. Deris, R.M. Illias, “Identifying Minimal Genomes and Essential Genes in Metabolic Model Using Flux Balance Analysis”, The 5th Asian Conference on Intelligent Information and Database Systems(ACIIDS 2013), Istana Hotel, Kuala Lumpur, Malaysia, 18-20 March 2013.
  • Habibi, S.Z.M. Hashim, C. A. Rodriguez, M.S. Mohamad, S.Deris, “The Emerging Field of Synthetic Biology: a Review”, The 4th International Conference on Intelligent and Advanced Systems (ICIAS 2012), Kuala Lumpur Convention Centre, 12–14 June 2012. Indexed by Scopus
  • W. Choon, M.S. Mohamad , S. Deris, C.K. Chong, L.E. Chai, “Gene Knockout Strategies Identification by using a Hybrid of Bees Algorithm and Flux Balance Analysis for Optimizing Microbial Strains”, Universiti Malaysia Terengganu 11th International Annual Symposium on Sustainability Science and Management (UMTAS 2012), Universiti Malaysia Terengganu, Malaysia, 9-11 July 2012.
  • K. Chong, M.S. Mohamad, S. Deris, M.S. Shamsir, Y.W. Choon, L.E. Chai, “Aspartate Biosynthesis Pathway Simulation using an Improved Differential Evolution Algorithm through Parameter Estimation”, Universiti Malaysia Terengganu 11th International Annual Symposium on Sustainability Science and Management (UMTAS 2012), Universiti Malaysia Terengganu, Malaysia, 9-11 July 2012.
  • E. Chai, M.S. Mohamad, S. Deris, Y.W. Choon, and C.K. Chong, “Using a Dynamic Bayesian Network-Based Model for Inference of Escherichia Coli SOS Response Pathway from Gene Expression Data”, Universiti Malaysia Terengganu 11th International Annual Symposium on Sustainability Science and Management (UMTAS 2012), Universiti Malaysia Terengganu, Malaysia, 9-11 July 2012.
  • Abdullah, S. Deris, M.S. Mohamad, S.Z.M. Hashim, “A New Hybrid Firefly Algorithm for Complex and Nonlinear Problem”, The 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), University of Salamanca, Spain, 28-30 March 2012.
  • W. Choon, M.S. Mohamad , S. Deris, C.K. Chong, L.E. Chai, Z. Ibrahim, S. Omatu, “Identifying Gene Knockout Strategies Using a Hybrid of Bees Algorithm and Flux Balance Analysis for In Silico Optimization of Microbial Strains”, The 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), University of Salamanca, Spain, 28-30 March 2012.
  • K. Chong, M.S. Mohamad, S. Deris, M.S. Shamsir, A. Abdullah, Y.W. Choon, L.E. Chai, S. Omatu, “Using an Improved Differential Evolution Algorithm for Parameter Estimation to Simulate Glycolysis Pathway”, The 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), University of Salamanca, Spain, 28-30 March 2012.
  • E. Chai, M.S. Mohamad, S. Deris, C.K. Chong, Y.W. Choon, Z. Ibrahim, S. Omatu, “Inferring Gene Regulatory Networks from Gene Expression Data by a Dynamic Bayesian Network-Based Model”, The 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), University of Salamanca, Spain, 28-30 March 2012.
  • F. Misman, M.S. Mohamad, S. Deris, R.N.M.R. Mohamad, S.Z.M. Hashim, S. Omatu, “A Hybrid of SVM and SCAD with Group-Specific Tuning Parameter for Pathway-Based Microarray Analysis”, The 9th International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2012), University of Salamanca, Spain, 28-30 March 2012.
  • Abdullah, S. Deris, S.Z.M. Hashim, M.S. Mohamad, S.N.V. Arjunan, “An Improved Local Best Searching in Particle Swarm Optimization Using Differential Evolution”, The 11th International Conference on Hybrid Intelligent Systems (HIS 2011), Melaka, Malaysia, pp. 115-120, 5-8 December 2011. Indexed by Scopus.
  • F. Misman, M.S. Mohamad, S. Deris, S.Z.M. Hashim, N. Leham, Z. Ibrahim, “A Tuning Parameter Selector Method for the gSVM-SCAD in Determining Significant Genes and Biological Pathways”, The Sixth International Conference on Innovative Computing, Information and Control (ICICIC 2011), pp. 851-856, Kitakyushu, Japan, 22-24 December 2011.
  • Moorthy, M.S. Mohamad, S. Deris and Z. Ibrahim, “Multivariate Analysis of Gene Expression Data and Missing Value Imputation Based on LLSimpute Algorithms”, The Sixth International Conference on Innovative Computing, Information and Control (ICICIC 2011), pp. 1335-1339, Kitakyushu, Japan, 22-24 December, 2011.
  • H. Shi, M.S. Mohamad S. Deris, Z. Ibrahim, “A Pathway-Based Approach for Analyzing Microarray Data using Random Forests”, The Sixth International Conference on Innovative Computing, Information and Control (ICICIC 2011), pp. 1253-11257, Kitakyushu, Japan, 22-24 December, 2011.
  • H. Chan, M.S. Mohamad, “Prediction of Protein Residue Contact Using Support Vector Machine”, The 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pp. 107-116, Putrajaya, Malaysia, 20-22 July 2011.
  • Y. Fai, R. Hassan, M.S. Mohamad, “Optimized Local Protein Structure with Support Vector Machine to Predict Protein Secondary Structure”, The 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pp. 117-126, Putrajaya, Malaysia, 20-22 July 2011.
  • H.M. Salleh, M.S. Mohamad, “Identifying Metabolic Pathway within Microarray Gene Expression Data Using Combination of Probabilistic Models”, The 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pp. 131-140, Putrajaya, Malaysia, 20-22 July 2011.
  • K. Chong, M.S. Mohamad, S. Deris, Y.W. Choon, L.E. Chai, “Parameter Estimation for Simulation of Glycolysis Pathway by Using an Improved Differential Evolution”, The 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pp. 127-130, Putrajaya, Malaysia, 20-22 July 2011.
  • Moorthy and M.S. Mohamad, “Random Forest for Gene Selection and Microarray Data Classification”, The 3rd Malaysian Joint Conference on Artificial Intelligence (MJCAI 2011), pp. 97-106, Putrajaya, Malaysia, 20-22 July 2011.
  • Ibrahim, S.A.R.S.A Bakar, M.M. Mokji, K. Khalil, Z.M. Yusof, J.A.A. Mukred, Z. Ibrahim, M.S. Mohamad, W.K.W. Ahmad, “Performance Measurement of Thresholding Algorithms in Printed Circuit Board Inspection System”, The Third International Conference on Computational Intelligence, Modelling & Simulation (CIMSim 2011), pp. 242-247, Langkawi, Malaysia, 20-22 September 2011.
  • Ibrahim, S.A.R.S.A Bakar, M.M. Mokji, K. Khalil, Z.M. Yusof, J.A.A. Mukred, M.S. Mohamad, Z. Ibrahim, “A Printed Circuit Board Inspection System with Defect Classification Capability”, The Second International Symposium on Innovative Managemet, Information and Production (IMIP 2011), pp. 331-336, Otaru, Japan, 8-10 October 2011.
  • M. Yusof, A.F.Z. Abidin, A. Adam, K. Khalil, J.A.A. Mukred, M.S. Mohamad, Z. Ibrahim, “A Two-Step Binary Particle Swarm Optimization Approach for Routing in VLSI”, The 6th International Conference on Innovative Computing, Information and Control (ICICIC 2011), pp. 771-776, Kitakyushu, Japan, 22-24 December 2011.
  • Ibrahim, S.A.R.S.A Bakar, M.M. Mokji, K. Khalil, Z.M. Yusof, J.A.A. Mukred, M.S. Mohamad, Z. Ibrahim, “An Image Registration Technique to Enhance PCB Inspection Algorithm with Real Images”, The 6th International Conference on Innovative Computing, Information and Control (ICICIC 2011), pp. 717-5-722, Kitakyushu, Japan, 22-24 December 2011.
  • I. Shapiai, Z. Ibrahim, S. Sudin, M.S. Mohamad, M. Khalid, “Investigation on Different Learning Techniques for Weighted Kernel Regression in Solving Small Sample Problem”, The 6th International Conference on Innovative Computing, Information and Control (ICICIC 2011), pp. 705-710, Kitakyushu, Japan, 22-24 December 2011.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Informative Gene for Cancer Classification by Using Particle Swarm Optimization”, The 15th International Symposium on Artificial Life and Robotics (AROB 15th 2010), pp. 650-653, Oita, Japan, 4-6 February 2010.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Particle Swarm Optimization with a Modified Sigmoid Function for Gene Selection from Gene Expression Data”, The 15th International Symposium on Artificial Life and Robotics (AROB 15th 2010), pp. 646-649, Oita, Japan, 4-6 February 2010.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “A Three-Stage Method to Select Informative Genes from Gene Expression Data in Classifying Cancer Classes”, The 1st International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2010), pp. 159-173, Liverpool, UK, 27-29 January 2010.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Selecting Informative Genes from Microarray Data by Using a Cyclic GA-Based Method”, The 1st International Conference on Intelligent Systems, Modelling and Simulation (ISMS 2010), pp. 15-20, Liverpool, UK, 27-29 January 2010.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Selecting Genes from Gene Expression Data by Using an Enhancement of Binary Particle Swarm Optimization for Cancer Classification”, The 2nd International Conference on Agents and Artificial Intelligence (ICAART 2010), pp. 82-89, Valencia, Spain, 22-24 January 2010. Indexed by Scopus.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Particle Swarm Optimization for Gene Selection Using Microarray Data”, The 2009 International Conference on Multimedia, Information Technology and Its Applications (MITA 2009), pp. 37-40, Osaka, Japan, 19-21 August 2009.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “An Iterative GASVM-Based Method: Gene Selection and Classification of Microarray Data”, The 2009 International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2009), Salamanca, Spain, 10-12 June 2009.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, A. Zainal, “An Improved Binary Particle Swarm Optimisation for Gene Selection in Classifying Cancer Classes”, The 2009 International Symposium on Distributed Computing and Artificial Intelligence (DCAI 2009), Salamanca, Spain, 10-12 June 2009.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Particle Swarm Optimization for Gene Selection in Classifying Cancer Classes”, The 14th International Symposium on Artificial Life and Robotics (AROB 14th 2009), pp. 762-765, Oita, Japan, 5-7 February 2009. Indexed by Scopus.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Gene Subset Selection Using an Iterative Approach Based on Genetic Algorithms”, The 14th International Symposium on Artificial Life and Robotics (AROB 14th 2009), pp. 758-761, Oita, Japan, 5-7 February 2009. Indexed by Scopus.
  • F. Misman, S. Deris, S.Z.M. Hashim, R. Jumali, M.S. Mohamad. “Pathway-Based Microarray Analysis for Defining Statistical Significant Phenotype-Related Pathways: A Review of Common Approaches”. The 2009 International Conference on Information Management and Engineering (ICIME), pp. 496-500, Kuala Lumpur, Malaysia, 03-05 April 2009. Indexed by ISI and Scopus.
  • Jumali, S. Deris, S.Z.M. Hashim, M.F. Misman, M.S. Mohamad. “A Study of Network-based Approach for Cancer Classification”. The 2009 International Conference on Information Management and Engineering (ICIME), pp. 505-509, Kuala Lumpur, Malaysia, 03-05 April 2009. Indexed by ISI and Scopus.
  • S. Mohamad, S. Omatu, M. Yoshioka, S. Deris, “A Three-Stage Method to Select Informative Genes for Cancer Classification”, The 40th ISCIE International Symposium on Stochastic Systems Theory and Its Applications (SSS 2008), Kyoto, Japan, 14-15 November 2008.
  • S. Mohamad, S. Omatu, M. Yoshioka, S. Deris, “A Two-Stage Method to Select a Smaller Subset of Informative Genes for Cancer Classification”, The 2008 International Symposium on Intelligent Informatics (ISII 2008), Kumamoto, Japan, 12-13 December 2008.
  • S. Mohamad, S. Omatu, S. Deris, M.F. Misman, M. Yoshioka, “Selecting Informative Genes from Microarray Data by Using a Hybrid Algorithm for Cancer Classification”, The 13th International Symposium on Artificial Life and Robotics (AROB 13th 2008), pp. 328-331, Oita, Japan, 31 January -2 February 2008. Indexed by Scopus.
  • S. Mohamad, S. Omatu, S. Deris, S.Z.M. Hashim, “A Model for Gene Selection and Classification of Gene Expression Data”, The 13th International Symposium on Artificial Life and Robotics (AROB 13th 2008), pp. 219-222, Oita, Japan, 31 January - 2 February 2008. Indexed by Scopus.
  • S. Mohamad, S. Omatu, S. Deris, M.F. Misman, M. Yoshioka, “A Multi-Objective Strategy in Genetic Algorithm for Gene Selection of Gene Expression Data”, The 13th International Symposium on Artificial Life and Robotics (AROB 13th 2008), pp. 324-327, Oita, Japan, 31 January - 2 February 2008. Indexed by Scopus.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “A Recursive Genetic Algorithm to Automatically Select Genes for Cancer Classification”, The 2nd International Workshop on Practical Applications of Computational Biology & Bioinformatics (IWPACBB 2008), Salamanca, Spain, 22-24 October 2008.
  • S. Mohamad, S. Omatu, S. Deris, M. Yoshioka, “Multi-Objective Optimization Using Genetic Algorithm for Gene Selection from Microarray Data”, The International Conference on Computer and Communication Engineering 2008 (ICCCE 2008), pp. 1331-1334, Kuala Lumpur, Malaysia, 13-15 May 2008. Indexed by ISI and Scopus.
  • S. Mohamad, S. Omatu, M. Yoshioka, S. Deris, “An Approach Using Hybrid Methods to Select Informative Genes from Microarray Data for Cancer Classification”, The 2nd Asia International Conference on Modelling & Simulation 2008 (AMS 2008), pp. 603-608, Kuala Lumpur, Malaysia, 13-15 May 2008. Indexed by Scopus.
  • S. Mohamad, S. Deris, S.Z.M. Hashim (2006). “Gene Selection from Gene Expression Data using Genetic Algorithm for Cancer Classification”. The 3rd International Conference on Artificial Intelligence in Engineering and Technology (ICAIET 2006). November 22- 24, 2006. Sabah, Malaysia.
  • Alashwal, S. Deris, M.R. Othman, M.S. Mohamad (2006). “One-Class Classifier to Predict Protein-Protein Interactions based on Hydrophobicity Properties”. The 2nd International Symposium on Biomedical Engineering (ISBME 2006). November 8-10, 2006. Bangkok, Thailand.
  • S. Mohamad, S. Deris & S.Z.M. Hashim. “Selecting Informative Genes from Leukemia Gene Expression Data Using a Hybrid Approach for Cancer Classification”. International Conference on Biomedical Engineering (BIOMED 2006), pp. 528-532. Dec 11-14, 2006. Kuala Lumpur, Malaysia.
  • S. Mohamad, S. Deris, M.R. Othman, R.M. Illias, S.O. Abdalla (2005). “Applying Filter Approach and Genetic Algorithm Wrapper for Gene Selection from Gene Expression Data”. The International Symposium on Bio-Inspired Computing (BIC 2005). September 5-7, 2005. Johor Bharu, Malaysia.
  • Deris, H.T. Alashwal, M.S. Mohamad, Y.L. Chin, M.R. Othman, Y. Zakaria, S. Zainudin, N.M. Zaki, S.O. Abdalla, S.N.V. Arjunan (2005). “Bioinformatics: A Tool for Bio-Knowledge Generation (Keynote Speaker)”. The International Conference on Information Technology & Multimedia (ICIMU 2005). November 22-24, 2005. Cyberjaya, Malaysia.
  • S. Mohamad, S. Deris, M.R. Othman. (2004). “Genetic Algorithms Wrapper Approach to Select Informative Genes for Gene Expression Microarray Classification using Support Vector Machines”. The 3rd International Conference on Bioinformatics (InCoB 2004). September 5-8, 2004. Auckland, New Zealand.
  • S. Mohamad, S. Deris, S.M. Yatim, M.R. Othman (2004). “Feature Selection Method Using Genetic Algorithm for Classification of Small and High Dimension Data”. The 1st International Symposium on Information and Communications Technologies (ISICT 2004). October 7-8, 2004. Putrajaya, Malaysia.
  • N.V. Arjunan, S. Deris, R.M. Illias, M.S. Mohamad, A. Awang (2003). “Predicting Protein Secondary Structure with Neural Network and Dempster-Shafer Theory”. The 2nd International Conference on Bioinformatics (InCoB 2003). September 8-10, 2003. Penang, Malaysia.
  • N.V. Arjunan, S. Deris, R.M. Illias, M.S. Mohamad. (2003). “A Parallelizing Interface for K-Means Type Clustering Algorithms and Neural Network Batch Training”. Seminar on Artificial Intelligence Applications in Industry (AIAI 2003). June 24-25, 2003. Kuala Lumpur, Malaysia.
  • N.V. Arjunan, S. Deris, R.M. Illias, M.S. Mohamad. (2003). “Distributed Data Partitioning Interface for Homogeneous Clusters in Protein Secondary Structure Prediction”. Aerospace, Information Technology, and Communications Seminar (SEMASITT 2003). May 7, 2003. Johore Bahru, Malaysia.
  • Deris, M.R. Othman, H. Mamat, M.S. Mohamad. (2003). “Intelligent Hybrid Algorithm using Constraint-Based Reasoning and Genetic Algorithm for Nurse Scheduling”. Aerospace, Information Technology, and Communications Seminar (SEMASITT 2003). May 7, 2003. Johore Bahru, Malaysia.

 

 

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