Year | Citation |
---|---|
2022 | Liu, F., Zhou, X., Cao, J., Wang, Z., Wang, T., Wang, H., & Zhang, Y. (220601). Anomaly Detection in Quasi-Periodic Time Series Based on Automatic Data Segmentation and Attentional LSTM-CNN. IEEE Transactions on Knowledge and Data Engineering, 34(6), (2626-2640). |
2022 | Yin, X. X., Baghai-Wadji, A., & Zhang, Y. (220515). A Biomedical Perspective in Terahertz Nano-Communications-A Review. IEEE Sensors Journal, 22(10), (9215-9227). |
2022 |
Li, C., Tang, Y., Tang, Z., Cao, J., & Zhang, Y. (220301). Motif-based embedding label propagation algorithm for community detection. International Journal of Intelligent Systems, 37(3), (1880-1902). doi: 10.1002/int.22759 |
2022 | Sun, L., Zhou, R., Peng, D., Bouguettaya, A., & Zhang, Y. (220101). Automatically Building Service-Based Systems With Function Relaxation. IEEE Transactions on Cybernetics, |
2022 |
Yin, X. X., Miao, Y., & Zhang, Y. (220101). Time Series Based Data Explorer and Stream Analysis for Anomaly Prediction. Wireless Communications and Mobile Computing, 2022 doi: 10.1155/2022/5885904 |
2021 | Ge, Y. F., Yu, W. J., Cao, J., Wang, H., Zhan, Z. H., Zhang, Y., & Zhang, J. (211001). Distributed Memetic Algorithm for Outsourced Database Fragmentation. IEEE Transactions on Cybernetics, 51(10), (4808-4821). |
2021 | Supriya, S., Siuly, S., Wang, H., & Zhang, Y. (210901). New feature extraction for automated detection of epileptic seizure using complex network framework. Applied Acoustics, 180 |
2021 | Du, J., Rong, J., Wang, H., & Zhang, Y. (210901). Neighbor-aware review helpfulness prediction. Decision Support Systems, 148 |
Key details
Areas of expertise
- Data mining
- Data science
- Artificial intelligence
- Health informatics
- Databases
Available to supervise research students
Not available for media queries
About Yanchun Zhang
Professor Zhang is an international research leader in databases, data mining, health informatics, web information systems, and web services. He has published over 300 research papers in international journals and conferences proceedings, and authored/edited 20 books.
His research has been supported by a number of Australian Research Council (ARC) linkage projects and discovery project grants. His research has made significant impacts on society. For example, the multidisciplinary research into e-health has produced software systems and mapping tools to assist relevant government/industry organisations establish health needs, allowing the development of policy based on firm evidence. Some of the organisations assisted include:
- World Health Organization
- Tasmanian Department of Health and Human Services
- Royal Brisbane and Women's Hospital
- Westgate General Practice Network, Melbourne.
Professor Zhang is the Editor-In-Chief of World Wide Web journal (Springer), and Health Information Science and Systems (Springer). He is Chairman of the International Web Information Systems Engineering Society (WISE Society.)
He won the VU's Medal for Excellence in Research in 2005, and the VU Vice Chancellor's Peak Award for Research and Research Training in Research Supervision in 2011, respectively.
He was a member of Australian Research Council's College of Experts (2008-2010), and serves as expert panel-member at various international funding agencies such as National Natural Science Fund of China (NSFC), 'National 1000 Talents Program' of China, the Royal Society of New Zealand Marsden Fund.
Qualifications
- PhD, The University of Queensland (UQ), Australia, 1991
Key publications
Yanchun has over 435 publications, with a selection listed here.
A more comprehensive list of Yanchun's publications is available in the VU Research Repository.
Conference paper (showing 2)
Year | Citation |
---|---|
2022 | Ge, Y. F., Orlowska, M., Cao, J., Wang, H., & Zhang, Y. (220101). MDDE: multitasking distributed differential evolution for privacy-preserving database fragmentation Paper presented at VLDB Journal. |
2021 | Zhang, J., Zhang, Y., & Xu, X. (210718). ObjectAug: Object-level Data Augmentation for Semantic Image Segmentation Paper presented at Proceedings of the International Joint Conference on Neural Networks. |
Journal article (showing 8 of 175)
Research funding for the past 5 years
Please note:
- Funding is ordered by the year the project commenced and may continue over several years.
- Funding amounts for contact research are not disclosed to maintain commercial confidentiality.
- The order of investigators is not indicative of the role they played in the research project.
2020
Effective and Efficient Situation Awareness in Big Social Media Data
From: Victoria University, Australian Research Council - Discovery Project
For period: 2020-2022
|
$510,000 |
2018
Deep Mining Neurological Abnormalities from Brain Signal Data
From: ARC - Linkage
Other investigators: Dr Hua Wang
For period: 2018-2021
|
$371,662 |
Increasing data quality with group associations in outsourcing environment
From: Australian Research Council - Discovery Project, College of Engineering and Science, PVC (Research and Research Training)
Other investigators: Dr Hua Wang
For period: 2018-2021
|
$754,989 |
2017
To Investigate the usability and value to Clinicians (Chinese Medicine Practitioners and Wester Medicine Practitioners) - Chinese Herbal Medicine Interaction.
From: Centre for Applied Informatics, UnityHealth Pty Ltd Fund
For period: 2017-2017
|
Not disclosed |
2016
Privacy preserving data sharing in electronic health environment
From: Nexus Grant, PVC (Research and Research Training), ARC - Linkage
Other investigators: Dr Hua Wang, Prof Yuan Miao
For period: 2016-2019
|
$589,808 |
2013
Measuring and mining genetic variation related to disbetes mellitus type II. (Nanjing Nandian funded.)
From: Nanjing Nandian Software Technology
Other investigators: Prof Yuan Miao
For period: 2013-2017
|
$139,216 |
Using Data Mining Methods to Remove Uncertainties in Sensor Data Streams
From: Australian Research Council - Discovery Project
For period: 2013-2017
|
$568,598 |
2010
Real-time and Self-Adaptive Stream Data Analyser for Intensive Care Management
From: ARC - Linkage, Australian e-Health Research Centre, Royal Brisbane and Women's Hospital, Jiangsu Provincial Key Laboratory of E-Business
For period: 2010-2017
|
$503,824 |
Supervision of research students at VU
Available to supervise research students
Not available for media queries
Currently supervised research students at VU
No. of students | Study level | Role |
---|---|---|
2 | PhD | Principal supervisor |
2 | PhD | Associate supervisor |
3 | PhD Integrated | Associate supervisor |
1 | PhD Integrated | Principal supervisor |
3 | Master of Research | Associate supervisor |
1 | Master of Research | Principal supervisor |
Currently supervised research students at VU
Students & level | Role |
---|---|
PhD (2) | Principal supervisor |
PhD (2) | Associate supervisor |
PhD Integrated (3) | Associate supervisor |
PhD Integrated (1) | Principal supervisor |
Master of Research (3) | Associate supervisor |
Master of Research (1) | Principal supervisor |
Completed supervision of research students at VU
No. of students | Study level | Role |
---|---|---|
6 | PhD | Associate supervisor |
16 | PhD | Principal supervisor |
1 | PhD | Acting supervisor |
1 | Masters by Research | Associate supervisor |
1 | PhD Integrated | Principal supervisor |
Completed supervision of research students at VU
Students & level | Role |
---|---|
PhD (6) | Associate supervisor |
PhD (16) | Principal supervisor |
PhD (1) | Acting supervisor |
Masters by Research (1) | Associate supervisor |
PhD Integrated (1) | Principal supervisor |