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    • Dr Jitian Xiao
      https://www.ecu.edu.au/__data/assets/image/0004/682411/Image-Jitian-Xiao.jpg
    • Dr Jitian Xiao

      Dr Jitian Xiao

Dr Jitian Xiao

Senior Lecturer

Staff Member Details
Telephone: +61 8 6304 6056
Facsimile: +61 8 6304 61863046100
Email: j.xiao@ecu.edu.au
Campus: Joondalup  
Room: JO18.340  
ORCID iD: https://orcid.org/0000-0002-8433-5654

Jitian is a Senior Lecturer within the School of 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

  • Graduate Certificate in Tertiary Teaching, Edith Cowan University, 2005.
  • Doctor of Philosophy, University of Southern Queensland, 2001.

Research Outputs

2023

Journal Articles

  • Tian, J., Yang, Q., Xiao, J. (2023). Distributed audit causal consistency model based on biased stability 基于偏向稳定的分布式审计因果一致性模型. Tongxin Xuebao/Journal on Communications, 44(3), 164-177. https://doi.org/10.11959/j.issn.1000-436x.2023059.

2016

Conference Publications

  • Zhong, J., Xiao, J. (2016). Provide Multilingual Support for Enterprise Systems with Cloud-based Transparent Proxy. Proceedings of 2016 IEEE International Conference of Online Analysis and Computing Science (ICOACS2016) (70-75). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICOACS.2016.7563051.

2015

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.

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). IEEE. https://doi.org/10.1109/ICSESS.2015.7338998.

2014

Conference Publications

  • 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). IEEE. https://doi.org/10.1109/ITAIC.2014.7065042.
  • Zhong, J., Xiao, J. (2014). Design for Integrated WiFi Defence Strategy in Modern Enterprise Context. 2014 5th IEEE International Conference on Software Engineering and Service Science (ICSSES) (748-753). IEEE. https://doi.org/10.1109/ICSESS.2014.6933675.
  • 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 (539-546). IEEE. https://doi.org/10.1109/ICRMS.2014.7107254.

2013

Journal Articles

  • 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. https://doi.org/10.1002/pmic.201300042.

2012

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 (191-203). Springer. https://doi.org/10.1007/978-3-642-25755-1_10.

Journal Articles

  • 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. https://doi.org/10.7763/IJCCE.

Conference Publications

  • 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 (77-83). IEEE. https://doi.org/10.1109/ICMLC.2012.6358890.
  • Xiao, J. (2012). An efficient web document clustering algorithm for building dynamic similarity profile in similarity-aware web caching. Proceedings of the 2012 International Conference on Machine Learning and Cybernetics (1268-1273). IEEE. https://doi.org/10.1109/ICMLC.2012.6359547.

2011

Conference Publications

  • 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). CPS Conference Publishing Service. https://doi.org/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) (95-102). Australian Computer Society Inc..

2010

Book Chapters

  • Kordic, S., Lam, P., Xiao, J., Li, H. (2010). Patterns Relevant to the Temporal Data-Context of an Alarm of Interest. Dynamic and Advanced Data Mining for Progressing Technological Development: Innovations and Systemic Approaches (18-39). IGI Global. https://doi.org/10.4018/978-1-60566-908-3.

Conference Publications

  • Xiao, J., Lu, J., Chin, K., Xu, J., Yao, J. (2010). Cross-cultural Learning Challenges and Teaching Strategies for First-year Asian Students in Australian Universities.. CSEDU 2010 2nd International Conference on Computer Supported Education Proceedings. Volume 2 (297-303). INSTICC Press.
  • Xiao, J. (2010). Construction of Similarity Profile of Dynamic Web Documents for Similarity-aware Web Content Management. ICWMMN 2010 The Third IET International Conference on Wireless, Mobile & Multimedia Networks Proceedings ICWMMN 2010 (335-338). Institution of Engineering and Technology. https://doi.org/10.1049/cp.2010.0684.
  • Lu, J., Chin, K., Yao, J., Xu, J., Xiao, J. (2010). Cross-Cultural Education: Learning Methodology and Behaviour Analysis for Asian Students in IT Field of Australian Universities. Proceedings of 12th Australasian Computing Education Conference (ACE 2010) (117-125). Australian Computer Society Inc..

2009

Journal Articles

Conference Publications

  • Xiao, J. (2009). Caching Dynamic Web Documents using Similarity Profiles. AISAT 2009. The 3rd International Workshop on Artificial Intelligence in Science and Technology (AISAT) Proceedings (6p.). University of Tasmania.
  • Subsorn, P., Xiao, J. (2009). Price Forecasting in the Public Agricultural Rubber Industry in Thailand: A Preliminary Investigation. AISAT 2009. The 3rd International Workshop on Artificial Intelligence in Science and Technology (AISAT) Proceedings (6p.). University of Tasmania.
  • Chin, KL., Lu, J., Xu, J., Xiao, J., Yao, J. (2009). Cross-cultural learning and teaching in Australian universities. Proceedings of Improving University Teaching (IUT2009): 34th International Conference - Navigating Innovations in Teaching and Learning (http://www.iutconference.org/index.htm). IUT Conference.
  • Xiao, J. (2009). A Match-based Approach to Optimize Conformance Test Sequence Generation using Mp-method. IFCSTA 09 International Forum on Computer Science - Technology and Applications, 2009 (392-395). IEEE. https://doi.org/10.1109/IFCSTA.2009.101.
  • Lu, J., Chin, KL., Yao, J., Xu, J., Xiao, J. (2009). Cross-Cultural Teaching and Learning Methodology Analysis for Asian Students in Australian Universities. Proceedings of ICITM'09. International Conference on Innovation in Teaching and Management of Higher Education (ICITM09) (12p.). Universiti Teknologi Mara.

2008

Conference Publications

  • Xiao, J., Wang, J. (2008). A Type of Variation of Hamilton Problem with Applications. The Proceedings of the 9th International Conference for Young Computer Scientists (88-93). IEEE.
  • Xiao, J. (2008). Mining Evolving Web Sessions And Clustering Dynamic Web Documents For Similarity-Aware Web Content Management. Proceedings 4th International Conference ADMA 2008, Lecture Notes in Artificial Intelligence Vol. 5139, Advanced Data Mining and Applications (pp 99-110). Springer.
  • Kordic, S., Lam, P., Xiao, J., Li, H. (2008). Analysis of Alarm Sequences in a Chemical Plant. Proceedings of the 4th International Conference on Advanced Data Mining and Applications (135-146). Springer.
  • Kordic, S., Lam, P., Xiao, J., Li, H. (2008). A Data Driven Approach for Finding the Threshold Relevant to the Temporal Data Context of an Alarm of Interest. PRICAI 2008. Trends in Artificial Intelligence. 10th Pacific Rim International Conference on Artificial Intelligence Proceedings (985-990). Springer.

2007

Book Chapters

  • Xiao, J. (2007). A Similarity-aware Web Content Caching Scheme and Agent-based Web Document Pre-fetching. E-Service Intelligence - Methodologies, Technologies and Applications (213-232). Springer.

Conference Publications

  • Xiao, J. (2007). Sequencing Clusters of Spatial Join Operations Using Weighted Match. Proceeding of the Sixth International Workshop for Applied PKC (IWAP2007) (107-116). School of Computer and Information Science, Edith Cowan University, Perth WA.
  • Kordic, S., Lam, P., Xiao, J., Li, H. (2007). Associative data mining for alarm groupings in chemical processes. Proceedings of the 2007 International Conference on Intelligence Systems and Knowledge (191-198). Atlantis Press.
  • Lam, P., Xiao, J., Li, H. (2007). Ant Colony Optimisation For Generation Of Conformance Testing Sequences Using A Characterising Set. Proceedings of IASTED Conference on Advances in Computer Science and Technology (140-146). ACTA Press.
  • Wang, J., Li, H., Xiao, J., Lam, P. (2007). A Bipartite Graph Matching Approach to Generate Optimal Test Sequences for Protocol Conformance Testing. Proceedings of IASTED Conference on Advances in Computer Science and Technology 2007 (147-152). ACTA Press.
  • Xiao, J. (2007). Sequencing Clusters of Spatial Join Operations Using Weighted Match. Proceedings of The Sixth International Workshop for Applied PKC(IWAP 2007) (106-116). School of Computer and Information Science, Edith Cowan University.

2006

Journal Articles

  • Xiao, J., Wang, J. (2006). A Similarity-Aware Multiagent-Based Web Content Management Scheme. Lecture Notes in Artificial Intelligence, 3930, 305-314.

Conference Publications

  • Xiao, J. (2006). Clustering Spatial Data for Join Operations Using Match-based Partition. Proceedings of the Computational Intelligence for Modelling, Control and Automation, 2005 and International Conference on Intelligent Agents, Web Technologies and Internet Commerce, International Conference on (471-476). IEEE Computer Society Press.
  • Xiao, J. (2006). Agent-based Similarity-aware Web Document Pre-fetching. Proceedings of the International Conference on Computational Intelligence for Modelling, Control and Automation and International Conference on Intelligent Agents, Web Technologies and Internet Commerce (928-933). IEEE. https://doi.org/10.1109/CIMCA.2005.1631587.
  • Xiao, J. (2006). A Comparison of Heuristics for Scheduling Spatial Clusters to Reduce I/O Cost in Spatial Join Processing. The Proceedings of the 5th International Conference on Machine Learning and Cybernetics (ICMLC) (2455-2460). IEEE.
  • Xiao, J., Lam, P., Li, H., Wang, J. (2006). Reformulation of the Generation of Conformance Testing Sequences to the Asymmetric Travelling Salesman Problem. Proceedings of GECCO 2006 Genetic and Evoluntary Computation Conference (1933-1940). ACM Press.

2005

Conference Publications

  • Wang, J., Xiao, J., Lam, P., Li, H. (2005). A Bipartite Graph Approach to Generate Optimal Test Sequences for Protocol Conformance Testing using the Wp-method. Software Engineering Conference, 2005. APSEC '05. 12th Asia-Pacific (307-314). IEEE. https://doi.org/10.1109/APSEC.2005.5.
  • Xiao, J., Collins, M. (2005). Similarity-aware Web Content Management and Document Pre-fetching. Proceedings of 2005 International Conference on Machine Learning and Cybernetics (2307-2312). IEEE Press.
  • Jiao, B., Xiao, J., Wang, J. (2005). Analysis of channel estimation error of OFDM systems in rayleigh fading. ISSCS 2005 International Symposium on Signals, Circuits and Systems, Proceedings (653-656). IEEE Press.

2004

Conference Publications

  • Xiao, J., Li, H. (2004). Sequential and parallel ant colony strategies for cluster scheduling and spatial databases. Parallel and distributed processing and applications : second international symposium, ISPA 2004 (656-665). Springer-Verlag.
  • Xiao, J. (2004). Applying the ant colony optimazation algorithm to the spatial cluster scheduling problem. Machine Learning and Cybernetics, 2004, Proceedings of 2004 International Conference on. (1341-1346). IEEE.
  • Xiao, J. (2004). Coarse-grained parallel algorithms for spatial data partition and join processing. Knowledge-Based Intelligent Information and Egineering Systems: Proceedings Part II (461-468). Springer.

2003

Conference Publications

  • Xiao, J. (2003). An Efficient algorithm for scheduling spatial join operations in spatial databse systems. Proceedings of the seventh IASTED International Conference on Software engineering and Applications (48-53). ACTA Press.
  • Xiao, J. (2003). Match Based SJP Cluster sequencing and scheduling in spatial databases. The 2nd International Conference on Computational Intelligence, Robotics and Autonomous Systems (0). Centre for Intelligent Control.

2001

Journal Articles

  • Xiao, J., Zhang, Y., Jia, X. (2001). Clustering non-uniform-sized spatial objects to reduce i/o cost for spatial-join processing. The Computer Journal., 44, 384 - 397.

Conference Publications

  • Xiao, J., Zhang, C. (2001). Clustering of Web Users Using Session-based Similarity Mwsures. 2001 International Conference on Computer Networks and Mobile Computing (223-228). IEEE.

Research Projects

  • 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.

Research Student Supervision

Current Supervisions

No data available

Completed Supervisions

Principal Supervisor

  • Doctor of Philosophy, Enterprise security assessment and operation analysis using distributed computing and information fusion techniques
  • 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.
  • Master of Science (Computer Science), Analysing small-sample-size methylation data to identify biomarkers for congenital heart defects
  • Doctor of Philosophy, Mining climate data for shire level wheat yield predictions in Western Australia

Associate Supervisor

  • Doctor of Philosophy, Alarm management - mining for groups of co-occuring alarm tags
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