Dr. Mohd Saberi Mohamad
Associate Professor
Department of Software Engineering.
Universiti Teknologi Malaysia
Malaysia
Biography
ASSOCIATE PROFESSOR DR. MOHD SABERI BIN MOHAMAD CURRENT POSITION: Position: Head of Research Group Research Group: Artificial Intelligence and Bioinformatics Research Group Address: Artificial Intelligence and Bioinformatics Research Group, Level 4, Building N28A, Faculty of Computing, Universiti Teknologi Malaysia, 81310 UTM Skudai, Johor, Malaysia. Phone Number (office): +60-7-553-8788 Fax Number: +60-7-553-8822 Email: saberi@utm.my
Research Interest
i) Artificial Intelligence and Intelligent Systems: – Evolutionary Computation (Genetic Algorithms, Particle Swarm Optimization, Differential Evolution, Artificial Bee Colony Algorithm, Bees Algorithm, Scatter Search Algortihm, etc.). – Learning Systems (Support Vector Machines, Neural Networks, Kernel Methods, Random Forests). – Modelling (Flux Balance Analysis, Minimization of Metabolic Adjustment, Flux Variability Analysis). – Reasoning (Bayesian Networks, Dynamics Bayesian Networks, Decision Networks, Boolean Networks). ii) Bioinformatics and Computational Biology: – Cancer Bioinformatics (gene expression, pathways analysis, gene networks, biomarkers). – In Silico Metabolic Engineering (metabolic pathways, regulatory process, biotechnology production, kinetic model, cell production). – Computational Genomics & Proteomics (gene regulatory networks, protein structures).
Publications
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.M. Azmi, Z.Ibrahim, D.Pebrianti, & M.S. Mohamad. Simultaneous Computation of Model Order and Parameter Estimation for Arx Model Based on Single Swarm and Multi Swarm Simulated Kalman Filter. Journal of Telecommunication, Electronic and Computer Engineering (JTEC), Vol 9, No 1-3, (2017), pp. 151-155. UTeM. Indexed by Scopus
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S. Fotoohifiroozabadi, M. S. Mohamad, & S. Deris. Samira-VP: A Simple Protein Alignment Method with Rechecking the Alphabet Vector Positions. Journal of Bioinformatics and Computational Biology.Vol. 15, No.2, 1750004-1 – 175004-24, (2017). World Scientific. (IF: 0.785).
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M.A. Remli, M.S. Mohamad, S. Deris, S. Omatu, J.M. Corchado. An Enhanced Scatter Search with Combined Opposition-Based Learning for Parameter in Large-Scale Kinetic Models of Biochemical Systems. Engineering Applications of Artificial Intelligence, Vol. 62, pp.164-180, (2017), Elsevier. (IF: 2.368).
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M.A Remli, M.S Mohamad, S. Deris, S. Napis, R. Sinnott, M.F. Sjaugi. Metaheuristic Optimization for Parameter Estimation in Kinetic Models of Biological Systems – Recent Development and Future Direction, Current Bioinformtics. (In Press), Bentham Science. (IF: 0.770).
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S. Fotoohifiroozabadi, M. S. Mohamad, S. Deris. NAHAL-Flex: A Numerical and Alphabetical Hinge Detection Algorithm for Flexible Protein Structure Alignment. IEEE/ACM Transactions on Computational Biology and Bioinformatics, IEEE. (Minor revision). (IF: 1.609).
