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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

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

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Projects 2006 2018

Research Output 2005 2017

File
Decision Tree
Compression
Entropy
Experiment
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 proceedingConference 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 proceedingConference 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 proceedingConference contribution

Discrete wavelet transforms
Watermarking
Singular value decomposition
Electroencephalography
Telemedicine