Institute of High Performance Computing

• Directors
• Computing Science (CS)
• Electronics & Photonics (EP)
• Engineering Mechanics (EM)
• Fluid Dynamics (FD)
• Material Science & Engineering (MSE)
• IHPC Independent Investigatorship (I³)

Computing Science (CS)

ZHANG Tian You

• Title: Senior Research Engineer
• Tel: 64191286
• Email: zhangty@ihpc.a-star.edu.sg

Research Interests:

• Computational epidemiology
• Large-scale data mining
• Genetic sequence analysis and feature-based classification

Qualifications:

• B.Eng. (1st class Honor), Computer Engineering, Nanyang Technological University(Singapore), 2005

Published Journals/ Articles:

Journals

Harold Soh, Sonja Lim, Tianyou Zhang, et al. "Weighted Complex Network Analysis of Travel Routes on the Singapore Public Transportation System". Physics Letters A, accepted.

Conferences

• Tianyou Zhang et al, “A GA-SVM Feature Selection Model Based on High Performance Computing Techniques”, IEEE International Conference on Systems, Man, and Cybernetics 2009. San Antonio, Texas, USA. 11-14 Oct 2009.
• Tianyou Zhang et al, "HPCgen – A Fast Generator of Contact Networks of Large Urban Cities for Epidemiological Studies", International Conference on Computer Modelling and Simulation, Brno, Czech Republic, 7 – 9 September 2009
• Tianyou Zhang et al, "A Comparison of Methods for Detection of Horizontal Gene Transfer, with Reference to Resistance Determinant Genes in Staphylococcus aureus",;1st International Conference on Bioinformatics and Biomedical, China, July 2007
• Tianyou Zhang et al, “Studying genetic diversity by mutation for identification of methicillin-resistant Staphylococcus aureus”,First International Conference on Computational Systems Biology, China, July 2006
• Tianyou Zhang et al, “MRSA Identification System: a novel system for fast identification of MRSA strain by data mining with MLST database”, 5th Korea-Singapore Workshop on Bioinformatics and NLP, Singapore, Sep 2006

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Book Chapter(s)

Tianyou Zhang et al, “A Integrated Approach to Speed up GA-SVM Feature Selection Model", Computational Intelligence in Optimization-Applications and Implementations, Springer, 2010

Invited Talk

Tianyou Zhang, "Data-driven approach to constructing realistic contact networks of urban cities for epidemiological simulations", Parallel & Distributed Computing Centre, Nanyang Technological University Singapore, Aug 2010