Professor Jing He
Professor, College of Engineering & Science
Professor Jing He was awarded a PhD from the Academy of Mathematics and System Science, Chinese Academy of Sciences in 2006. Prior to joining Victoria University in 2008, she worked at the University of Chinese Academy of Sciences, China.
Professor Jing He has published over 60 research papers in refereed international journals and conference proceedings including ACM Transaction on Internet Technology (TOIT), IEEE Transaction on Knowledge and Data Engineering (TKDE), Information System, Information Science, The Computer Journal, Computers and Mathematics with Applications, Concurrency and Computation: Practice and Experience, Journal of Computer and System Sciences, Knowledge-Based Systems International Journal of Information Technology & Decision Making, Applied Soft Computing, and Water Resource Management.
She received research funds from the Australian Research Council (ARC) early career researcher award (DECRA) in 2012, ARC Discovery, ARC Linkage, National Science Foundation of China, Youth Science Fund of Chinese Academy of Sciences and Grant-in aid for Scientific Research of Japan.
Refereed journal articles
He, J. Zhang, Y. Huang, G. and Souza, P. (2013) CIRCE: Correcting Imprecise Readings and Compressing Excrescent Points for Querying Common Patterns in Uncertain Sensor Streams Information Systems.
He, J. Zhang, Y. Huang, G. Shi, Y. and Cao, J. (2012) Distributed data possession checking for securing multiple replicas in geographically-dispersed clouds Journal of Computer and System Sciences. 78(5), 1345-1358
He, J. Zhang, Y. Huang, G. and Cao, J. (2012) A Smart Web Service based on the Context of Things ACM Transaction on Internet Technology (TOIT). 11(3), 13-23.
He, J. Zhang, Y. Shi, Y. Huang, G. (2010) Domain-Driven Classification Based on Multiple Criteria and Multiple Constraint-Level Programming for Intelligent Credit Scoring IEEE Transaction on Knowledge and Data Engineering (TKDE). 22(6), 826-838.
He, J. Chen, X. Shi, Y. Li, A. (2007) Dynamic computable general equilibrium model and sensitivity analysis for shadow price of water resource in China Water Resource Management. 21(9), 1517-1533.
Postgraduate research students and fellows
Completions: three PhD students and one post-doctoral research fellow.
Current supervision: One post-doctoral research fellow, five PhD students and one master by research student.
J. He (2013-2016) Accurate and Online Abnormality Detection in Multiple Correlated Time Series, ARC Discovery Early Career Research Award, DECRA (DE130100911), $339,434
Y. Zhang, J. He, P. de Souza (2013-2016) Using Data Mining Methods to Remove Uncertainties in Sensor Data Streams, ARC Discovery Project (DP130101327), $270,000
Y. Zhang, X. Yi, J. He, M. Steyn, J. Cao, K. Taraporewalla (2010-2013) Real-time and Self- Adaptive Stream Data Analyser for Intensive Care Management, ARC Linkage Project (LP100200682), $465,000
J. HE, Y. Wang (2007-2009) National Science Foundation of China, Research and Application of Data Mining System for Commercial Bank in China, NSFC 70602034
Y. Shi, J. He (2007-2012) Data Mining for Petroleum Exploration, BHP Billiton Discovery Project
Areas of expertise
- Data mining and big data analytics
- Financial and banking service
- Multiple criteria decision making
- Robotics programming
- Virtual reality
- Web search and web service