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Doctor William Guo Engineering / School of Engineering and Technology

Professor, Deputy Dean

BEng (JLU, China), MSc (LIS, China), PhD (UWA) , GCTE (CQU)

Office Location
30/2.17

Contact Details
Email: w.guo@cqu.edu.au
Phone: (07) 4930 9687 - Ext: 9687
    Awards

    2012: Award for Good Practice in Learning and Teaching, CQUniversity Australia
    2004: The Chunhui Overseas Scholar, Chinese Ministry of Education, China
    1999: Hesperian Press Award, Faculty of Science, The University of Western Australia
    1995-1998: Overseas Postgraduate Research Scholarship, The Commonwealth Government Australia
    1995-1999: University Postgraduate Award, The University of Western Australia
    1991: The Best Postgraduate Student Paper, Lanzhou Institute of Seismology, China
    1982: Outstanding Student Leadership Award, Jilin University, China

    Professional Experience

    February 2013 - present: Deputy Dean, School of Engineering and Technology at Central Queensland University

    October 2012 - January 2013: Associate Professor in information systems and computing at Central Queensland University

    July 2007 - September 2012: Senior Lecturer in information systems and computing at Central Queensland University

    July 2006 - June 2007: Program Coordinator for Master of Information Technology with the School of Computer and Information Science at Edith Cowan University

    January 2002 - June 2006: Lecturer in computer science and information Technology with the School of Computer and Information Science at Edith Cowan University teaching and developing subjects on software/IT/IS development, project management, distributed systems, and data structures and algorithms in Java

    February - December 2001: Research Fellow in computing with the School of Computer and Information Science at Edith Cowan University

    February - July 2000: Post-doctoral Research Fellow in software design and testing with the School of Spatial Science at Curtin University of Technology

    Professional Memberships

    Member of Australian Computer Society (ACS)
    Member of Association for Computing Machinery (ACM)
    Member of the Institute of Electrical and Electronics Engineering (IEEE)
    Member of IEEE Computational Intelligence Society
    Member of Society of Exploration Geophysicists (SEG)

    Responsibilities

    Learning & Teaching

    Member of Education Committee of Academic Board (2011-2012)
    Member of the 2011 Faculty L&T Awards Panel
    HoP of Postgraduate Information System Programs (2010-2011)
    Chair of ICT Programs Committee (2012)
    Chair of ICT Postgraduate Programs Committee (2010-2011)
    Member of Faculty Education Committee (2009-2012)
    Program Coordinator for Business Honours (2008-2010)

    Research & Innovation

    Member of Research High Degree Programs Committee (2012)
    Assessor of CQU Grant Applications (2012)
    Chair of Confirmation of Candidature (2009)
    Keynote speaker/session chair at international conferences
    Member of Program Committees for various international conferences
    Reviewer for various international journals
    External examiner of several RHD theses
    Collaborator in research & RHD supervision with Chinese universities

    National and University Service

    Executive Member of the Australian Council of Professors and Heads of Information Systems (2013)
    Member of Academic Board (2013-2014)

     

    Professional Interests

    Computational intelligence
    Data mining
    Digital signal and image processing
    Exploration geophysics
    Project management
    Data structures and algorithms

    Editor
    Term 2 - 2013
    MATH11219 - Engineering Mathematics
    Course Coordinator
    MATH11246 - Quantitative Methods A
    Course Coordinator
    Term 2 - 2012
    COIS23002 - Digital Forensics
    Tutor - Tutorial A / 1
    Lecturer - Lecture A / 1
    Course Coordinator
    COIT12201 - Electronic Crime and Digital Forensics
    Course Coordinator
    Tutor - Tutorial A / 1
    Lecturer - Lecture A / 1
    COIT19171 - Honours Informatics Project/Thesis A
    Course Coordinator
    Term 1 - 2012
    COIS20079 - Research Methods
    Course Coordinator
    COIT19174 - Informatics Topic A
    Course Coordinator
    COIT19176 - Informatics Topic B
    Course Coordinator
    Term 2 - 2011
    COIS20007 - Problem-Based Industry Development B
    Course Coordinator
    COIS20075 - Dissertation Part A
    Course Coordinator
    COIS20076 - Dissertation Part B
    Course Coordinator
    COIS20079 - Research Methods
    Lecturer - Workshop A / 1
    Course Coordinator
    COIS23002 - Electronic Crime and Digital Forensics for Businesses
    Tutor - Tutorial A / 1
    Lecturer - Lecture A / 1
    Course Coordinator
    ECOM20009 - Electronic Commerce Project Part A
    Course Coordinator
    ECOM20010 - Electronic Commerce Project Part B
    Course Coordinator
    Term 1 - 2011
    COIS20007 - Problem-Based Industry Development B
    Course Coordinator
    COIS20075 - Dissertation Part A
    Course Coordinator
    COIS20076 - Dissertation Part B
    Course Coordinator
    COIS20079 - Research Methods
    Course Coordinator
    COIT13211 - Information Security
    Tutor - Workshop A / 1
    ECOM20009 - Electronic Commerce Project Part A
    Course Coordinator
    ECOM20010 - Electronic Commerce Project Part B
    Course Coordinator
    Conference Paper

    Li, M, Guo, W, Verma, B & Hong, L 2012, 'A neural networks-based fitting to high energy stopping power data for heavy ions in solid matter', paper presented at the International Joint Conference on Neural Networks (IJCNN), 10-15 June, http://dx.doi.org/10.1109/IJCNN.2012.6252478

    Link to Catalogue Link to ACQUIRE

    Xue, H & Guo, W 2011, 'A rationalised curriculum of computer education for university students in natural sciences in China'. In G. Williams, P. Statham, N. Brown & B. Cleland (Eds.), Changing Demands, Changing Directions. Proceedings ASCILITE, Hobart 2011, http://www.ascilite.org.au/conferences/hobart11/proceedings.php

    Link to Catalogue Link to ACQUIRE

    Fan, X, Guo, W & Looi, M 2011, 'Modeling and simulating the propagation of unstructured peer-to-peer worms' paper presented to the 2011 Seventh International Conference on Computational Intelligence and Security - CIS'2011, Sanya, China , 3 - 4 December, IEEE Computer Society Conference Publishing Services, Los Alamitos, CA., http://dx.doi.org/10.1109/CIS.2011.132

    Link to Catalogue Link to ACQUIRE

    Dong, G & Guo, W 2010, 'A cooperative ant colony system and genetic algorithm for TSPs' in Tan, Y., Shi, Y. and Tan K.C. (eds.) Advances in Swarm Intelligence, International Conference on Swarm Intelligence (ICSI 2010), 12-15 June 2010, Beijing, China, Springer-Verlag, Germany, pp. 597-604.

    Link to Catalogue Link to ACQUIRE

    Jeeva, A & Guo, W 2010, 'Supply chain flexibility assessment by multivariate regression and neural networks' in Z Zeng & J Wang (eds.) Advances in Neural Network Research and Applications, International Symposium on Neural Networks (ISNN 2010), June 6-9, 2010, Shanghai, China, Springer-Verlag, Berlin Heidelberg, Germany, pp. 845-852, http://dx.doi.org/10.1007/978-3-642-12990-2

    Link to Catalogue Link to ACQUIRE

    Guo, W, Li, L & Whymark, G 2010, 'Simulating wheat yield in New South Wales of Australia using interpolation and Neural Networks' in KWK Wong, B Mendis, U. Sumudu & A Bouzerdoum (eds.) Lecture Notes in Computer Science, 2010, Volume 6444, Neural Information Processing. Models and Applications, 17th International Conference on Neural Information Processing (ICONIP 2010), 22��25 Nov 2010, Sydney, Australia, 2010, Springer-Verlag, Germany, pp. 708-715, http:/dx.doi.org/10.1007/978-3-642-17534-3_87

    Link to Catalogue Link to ACQUIRE

    Li, L, Yu, X, LI, X & Guo, W 2009, 'A Modified PSO Algorithm for Constrained Multi-Objective Optimization', paper presented to the International Conference on Network and System Security, Gold Coast, Australia, 19th - 21th October, 2009.http://dx.doi.org/10.1109/NSS.2009.72 (viewed 15/01/10)

    Link to Catalogue Link to ACQUIRE

    Jeeva, A & Guo, W 2009, 'Determining supply chain flexibility using statistics and neural networks: a comparative study' in Zhou, W (ed.) Proceedings of the 2009 Third International Conference on Network and System Security. Gold Coast, Qld, 19th - 21st October, 2009, pp. 506-509 (online IEEE).http://dx.doi.org/10.1109/NSS.2009.87 (viewed 27/4/10)

    Link to Catalogue Link to ACQUIRE

    Guo, WW, Li, LD & Whymark, G 2009, 'Statistics and neural networks for approaching nonlinear relations between wheat plantation and production in Queensland of Australia', paper presented to the 2009 International Conference on Industrial Technology, Gippsland, Victoria, 10th-13th February 2009, pp.1366-1369.http://dx.doi.org/10.1109/ICIT.2009.4939535 (viewed 12/2/10)

    Link to Catalogue Link to ACQUIRE
    Journal Article

    Chen, W, Guo, W, Ma, Z & Huang, Y 2012, 'PepMapper: a collaborative web tool for mapping epitopes from affinity-selected peptides', PLoS ONE, vol. 7, no. 5, e37869, pp. 1-10. http://dx.doi.org/10.1371/journal.pone.0037869

    Link to Catalogue Link to ACQUIRE

    Liao, L & Guo, WW 2012, Incorporating utility and cloud theories for owner evaluation in tendering, Expert Systems with Applications, vol. 39, no.5, pp.5894-5899. http://dx.doi.org/10.1016/j.eswa.2011.11.116

    Link to Catalogue Link to ACQUIRE

    Guo, W 2012, 'Local position classification for pattern discovery in multivariate sequential data', Progress in Intelligent Computing and Applications, vol. 1, no. 2, pp. 17-25, http://dx.doi.org/10.4156/PICA.vol1.issue2.3

    Link to Catalogue Link to ACQUIRE

    Dong, G, Guo, WW & Tickle, K 2012, Solving the traveling salesman problem using cooperative genetic ant systems, Expert Systems with Applications, vol. 39, no.5, pp.5006-5011. http://dx.doi.org/10.1016/j.eswa.2011.10.012

    Link to Catalogue Link to ACQUIRE

    Guo, WW & Looi, M 2012, A Framework of trust-energy balanced procedure for cluster head selection in wireless sensor networks, Journal of Networks, vol. 7, no. 10, pp.1592-1599. http://dx.doi.org/10.4304/jnw.7.10.1592-1599

    Link to Catalogue Link to ACQUIRE

    Guo, WW & Xue H 2012, An incorporative statistic and neural approach for crop yield modelling and forecasting, Neural Computing and Applications, vol. 21, no.1, pp. 109-117, http://dx.doi.org/10.1007/s00521-011-0636-0

    Link to Catalogue Link to ACQUIRE

    Imam, T, Tickle, K, Ahmed, A & Guo, W 2012, 'Linear relationship between the AUD/USD exchange rate and the respective stock market indices: a computational finance perspective', Intelligent Systems in Accounting, Finance and Management, vol. 19, no.1. , pp. 19-42, http://dx.doi.org/10.1002/isaf.332

    Link to Catalogue Link to ACQUIRE

    Guo, WW 2012, Trend analysis on Australian health status, Progress in Intelligent Computing and Applications, vol. 1, no. 1, http://www.humanpub.org/PICA/ppl/PICA5PPL.pdf, pp.62-69. http://dx.doi.org/10.4156/pica.vol1.issue1.5

    Link to Catalogue Link to ACQUIRE

    Guo, W, Li, Z & Dentith, M 2011, 'Magnetic petrophysical results from the Hamersley Basin and their implications for interpretation of magnetic surveys', Australian Journal of Earth Sciences, vol. 58, pp. 317-333, http://dx.doi.org/10.1080/08120099.2011.552984

    Link to Catalogue Link to ACQUIRE

    Chen, W, Sun, P, Lu, Y, Guo, W, Huang, Y & Ma, Z 2011, 'MimoPro: a more efficient Web-based tool for epitope prediction using phage display libraries', BMC Bioinformatics, Vol 12:199, pp. 1-13, http://dx.doi.org/10.1186/1471-2105-12-199

    Link to Catalogue Link to ACQUIRE

    Guo, W 2010, 'A novel application of neural networks for instant iron-ore grade estimation', Expert Systems with Applications, vol. 37 , pp. 8729-8735, http://dx.doi.org/10.1016/j.eswa.2010.06.043

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    Guo, W, Li, M, Li, Z & Whymark, G 2010, 'Approximating nonlinear relations between susceptibility and magnetic contents in rocks using neural networks', Tsinghua Science and Technology, vol. 15, no. 3, pp. 281-287.

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    Guo, W 2010, 'Incorporating statistical and neural network approaches for student course satisfaction analysis and prediction', Expert Systems with Applications, vol. 37, pp. 3358-3365, http://dx.doi.org/10.1016/j.eswa.2009.10.014

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    Guo, WW 2009, 'Incorporating statistical and neural network approaches for student course satisfaction analysis and prediction', Expert Systems with Applications, vol. 37, no. 4, pp.3358-3365.http://dx.doi.org/10.1016/j.eswa.2009.10.014 (viewed 12/2/10)

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    Guo, WW, Li, M, Whymark, G & Li, Z 2009, 'Mutual complement between statistical and neural network approaches for rock magnetism data analysis', Expert Systems with Applications, vol. 36, no. 6, pp.9678-9682.http://dx.doi.org/10.1016/j.eswa.2008.11.045 (viewed 12/2/10)

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    Li, M, Guo, W, Verma, B, Tickle, K & O'Connor, J 2009, 'Intelligent methods for solving inverse problems of backscattering spectra with noise: A comparison between neural networks and simulated annealing', Neural Computing & Applications, Vol 18, No. 5, 2009, pp.423-430. http://dx.doi.org/10.1007/s00521-008-0219-x (viewed 11/11/09)

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    Invited Papers/Speaker

    Keynote speaker
    Neural networks associated hybrid intelligent systems: a review. The International Conference on Intelligent Computing and Information Technology (ICIT2011) in Changchun, China, August 12–14, 2011.

    Session chair
    The International Conference on Neural Information Processing (ICONIP’10) in Sydney in November 2010

    Session chair
    The International Symposium on Neural Networks in Beijing in September 2008

    Reviews
    • 2012: European Journal of Operations Research

    • 2009-2012: Higher Education Research & Development
    • 2011: Biochimie
    • 2010: Sensors & Actuators: A. Physical
    • 2010: Australian Journal of Earth Sciences
    • 2009: Exploration Geophysics
    • 2008: Asia Pacific Management Review
    EARTH SCIENCES
    Geophysics - Geophysics not elsewhere classified
    Exploration geophysics
    INFORMATION AND COMPUTING SCIENCES
    Artificial Intelligence and Image Processing - Expert Systems
    Information Systems - Information Systems Development Methodologies
    EARTH SCIENCES
    Geophysics - Geophysics not elsewhere classified
    Exploration geophysics
    INFORMATION AND COMPUTING SCIENCES
    Artificial Intelligence and Image Processing - Expert Systems
    Information Systems - Information Systems Development Methodologies