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Dr Jitian Xiao

Dr Jitian Xiao

Senior Lecturer

Contact Information Telephone: +61 8 6304 6056, Email: j.xiao@ecu.edu.au, Campus: Joondalup, Room: JO18.340
Staff Member Details
Telephone: +61 8 6304 6056
Facsimile: +61 8 6304 61863046100
Email: j.xiao@ecu.edu.au
Campus: Joondalup  
Room: JO18.340  

 

Jitian is a Senior Lecturer in the School of Computer and Security Science.

Current Teaching

  • Data Structures
  • Principles of Distributed Systems
  • Fundamentals of Software Engineering

Background

  • 2001-present: Lecturer/Senior Lecturer, School of Computer and Security Science, ECU
  • 2000-2001: Lecturer, Gippsland School of Computer and Information Science, Monash University, Australia
  • 1997-2000: PhD candidate and tutor, School of Mathematics and Computing, The University of Sothern Queensland, Australia
  • 1983-1996: Lecturer, Department of Electronics and Information Science, Hebei University, China

Professional Associations

  • IEEE Senior Member
  • Australian Computer Society (ACS)

Research Areas and Interests

  • Database and applications
  • Data mining and web mining
  • Decision support Information system and forecasting
  • Network application
  • Internationalisation

Qualifications

  • GradCert (Graduate Certificate), Edith Cowan University, 2005.
  • Doctor of Philosophy, University of Southern Queensland, 2001.

Research

Recent Research Grants

  • Strategies and Approaches to Teaching and Learning Cross Cultures,  Office for Learning and Teaching,  OLT - Grant (pre-2013),  2008 - 2009,  $7,000.
  • Intelligent strategies and parallel algorithms for spatial data clustering and join processing,  Edith Cowan University,  ECU Early Career Researcher - Grant,  2004 - 2006,  $14,000.

Recent Publications (within the last five years)

Book Chapters

  • Xiao, J., Subsorn, P., (2012), A new latex price forecasting model to reduce the risk of rubber overpopulation in Thailand. Handbook on decision making: Vol 2: Risk management in decision making, 33(10), 191-203, New York.

Journal Articles

  • Zhong, J., Xiao, J., (2015), Design for A Network Centric Enterprise Forensic System. International Journal of Computer Science and Security, 9(4), 196-207, Malaysia.
  • Ge, P., Hao, P., Cao, M., Guo, G., Lv, D., Subburaj, S., Li, X., Yan, X., Xiao, J., Ma, W., Yan, Y., (2013), iTRAQ-based quantitative proteomic analysis reveals new metabolic pathways of wheat seedling growth under hydrogen peroxide stress. Proteomics, 13(20), 3046-3058, DOI: 10.1002/pmic.201300042.
  • Vagh, Y., Xiao, J., (2012), A Data Mining Perspective of the Dual Effect of Rainfall and Temperature on Wheat Yield. International Journal of Computer and Communication Engineering,, 1(4), 358-364, Singapore, DOI: 10.7763/IJCCE.

Conference Publications

  • Zhong, J., Xiao, J., (2015), Apply Technology Acceptance Model with Big Data Analytics and Unity Game Engine. Proceedings of 2015 IEEE 6th International Conference on Software Engineering and Service Science, 19-24, DOI: 10.1109/ICSESS.2015.7338998.
  • Zhong, J., Xiao, J., Zheng, X., (2014), Enhance Enterprise Android Application Security with Cloud Computing and Big Data Analytics. IEEE 7th Joint International Information Technology and Artificial Intelligence Conference, 238-243, Piscataway, N. J..
  • Zhong, J., Xiao, J., (2014), Design for a Cloud-Based Hybrid Android Application Security Assessment Framework. Proceedings 10th International Conference on Reliability, Maintainability and Safety, 1(6-8 Aug 2014), 539-546.
  • Zhong, J., Xiao, J., (2014), Design for Integrated WiFi Defence Strategy in Mordern Enterprise Context. 2014 5th IEEE International Conference on Software Engineering and Service Science (ICSSES), 1(27-29 June 2014 ), 748-753, Piscataway, N. J., DOI: 10.1109/ICSESS.2014.6933675.
  • Vagh, Y., Xiao, J., (2012), Mining temperature profile data for shire-level crop yield prediction. Proceedings of the 2012 International Conference on Machine Learning and Cybernetics, 39(15-17 July 2012), 77-83, Piscataway, NJ, USA.
  • Xiao, J., (2012), An efficient web document clustering algorithm for building dynamic similarity profile in similarity-aware web caching. Proceedings - International Conference on Machine Learning and Cybernetics, 4(15-17 July 2012), 1268-1273, Piscataway, N. J., DOI: 10.1109/ICMLC.2012.6359547.
  • Zhu, D., Xiao, J., (2011), R-tfidf, A variety of tf-idf term weighting strategy in document categorization. Proceedings - 7th International Conference on Semantics, Knowledge, and Grids, SKG 2011, 83-90, Beijing, China, DOI: 10.1109/SKG.2011.44.
  • Qin, Y., Wang, H., Xiao, J., (2011), Effective Scheduling Algorithm for On-Demand XML Data Broadcasts in Wireless Environments. Database Technologies 2011: Proceedings of the 22nd Australasian Database Conference (ADC 2011), 115(17-20 January 2011), 95-102, Sydney, Australia.

Research Student Supervision

Principal Supervisor

  • Doctor of Philosophy,  Mining Climate Data For Shire Level Wheat Yield Predictions In Western Australia
  • Doctor of Information Technology,  An Investigation Into A Sales And Production Web-based Forecasting Decision Support System For The Public Agricultural Rubber Industry In Thailand.

Associate Supervisor

  • Doctor of Philosophy,  Alarm Management - Mining For Groups Of Co-occuring Alarm Tags
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