Projects per year
Personal profile
Biography
Dr Wanli Ma received his PhD degree in Computer Science and Technology from the Australian National University, Canberra, Australia, in 2001.
He had 8 years first hand experience in running IT infrastructure, IT security operations, and digital forensic investigation before joining the Faculty of Information Sciences and Engineering in January 2004.
His research areas are of application nature and mainly concentrate on the application of machine learning and artificial intelligence techniques into cyber security, anomaly (intrusion, spam email, and virus, etc.) discovery and detection, Internet identity management, digital evidence gathering and analysis, and human biological signals.
Research interests
- Machine learning and data mining
- eHealth and IT security
- Digital forensics
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Recent external collaboration on country level. Dive into details by clicking on the dots.
Projects 2006 2018
- 5 Finished
Does the smart phone based, heart rate variability application improve the quality of life of people living with arthritis?: A pilot study
THOMAS, J., KELLETT, J., MA, W., MELLOR, D., MCKUNE, A., ISBEL, S., NAUMOVSKI, N., GEORGOUSOPOULOU, E. & GEORGOUSOPOULOU, E.
1/04/17 → 1/01/18
Project: Other › Research
Enhancing Interactions using Vision and Depth based Techniques (HDR student Stuart James Anderson)
1/04/13 → 31/03/16
Project: Other
Intelligent Data Mining and Information Fusion
HUANG, X., Li, S., Liao, B., MA, W., SHARMA, D. & TRAN, D.
Australia-China Science and Research Fund
1/07/12 → 30/06/14
Project: Other
Research Output 2005 2017
Decision tree algorithms for image data type identification
TRAN, D., MA, W. & SHARMA, D. 2017 In : Interest Group in Pure and Applied Logics. Logic Journal. 25, 1, p. 67-82 16 p.Research output: Contribution to journal › Article
File
Decision Tree
Compression
Entropy
Experiment
Ownership protection of outsourced biomedical time series data based on optimal watermarking scheme in data mining
PHAM, T. D., TRAN, D. & MA, W. 2017 In : Australasian Journal of Information Systems. 21, 25 p., 1541Research output: Contribution to journal › Article
Open Access
File
Watermarking
Data mining
Time series
Electroencephalography
Electrocardiography
Fuzzy Kernel Stochastic Gradient Descent Machines
Nguyen, T., Duong, P., Le, T., Le, A., Ngo, V., TRAN, D. & MA, W. 2016 2016 International Joint Conference on Neural Networks (IJCNN). Abbass, H. A. & Chen, H. (eds.). United States of America: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1, p. 3226-3232 7 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Geometry
Sampling
Analysing the robust EEG channel set for person authentication
Altahat, S., CHETTY, G., TRAN, D. & MA, W. 2015 International Conference on Neural Information Processing (ICONIP): Lecture Notes in Computer Science (LNCS). Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Istanbul: Springer, Vol. 9492, p. 162-173 12 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Electroencephalography
Authentication
3
Citations
A proposed blind DWT-SVD watermarking scheme for EEG data
TRAN, D. & MA, W. 2015 International Conference on Neural Information Processing (ICONIP 2015): Lecture notes in computer science. Arik, S., Huang, T., Lai, W. K. & Liu, Q. (eds.). Cham, Switzerland: Springer, Vol. 9492, p. 69-76 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Discrete wavelet transforms
Watermarking
Singular value decomposition
Electroencephalography
Telemedicine