Personal profile

Personal profile

Currently Involved in research at Charles Sturt University.

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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Research Output 2001 2017

  • 1760 Citations
  • 12 h-Index
  • 26 Conference paper
  • 17 Article

A nonnegative projection based algorithm for low-rank nonnegative matrix approximation

Wang, P., He, Z., Xie, K., Gao, J. & Antolovich, M. 01 Jan 2017 Neural Information Processing - 24th International Conference, ICONIP 2017, Proceedings. Springer-Verlag London Ltd., p. 240-247 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10634 LNCS)

Research output: Chapter in Book/Report/Conference proceedingConference paper

Matrix Approximation
Low-rank Matrices
Nonnegative Matrices
Non-negative
Projection

Classification on Grassmann Manifold via Scheiddegger-Watson Distribution using Bayesian Approach

Ali, M. & Antolovich, M. 02 Oct 2017 Proceedings of the 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 28-32 5 p. 8057433

Research output: Chapter in Book/Report/Conference proceedingConference paper

Maximum likelihood estimation

Density estimation on Stiefel manifolds using matrix-Fisher model

Ali, M., Antolovich, M. & Wang, B. 16 Feb 2017 Proceedings - 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2016. Wang, Y., An, J., Wang, L., Li, Q., Yan, G. & Chang, Q. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 66-71 6 p. 7852683

Research output: Chapter in Book/Report/Conference proceedingConference paper

Maximum likelihood estimation
Probability density function
Experiments

Recognition on Grassmann manifolds via parametric modelling

Ali, M., Antolovich, M. & Wang, B. 16 Feb 2017 Proceedings - 2016 9th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI 2016). Wang, Y., An, J., Wang, L., Li, Q., Yan, G. & Chang, Q. (eds.). IEEE, Institute of Electrical and Electronics Engineers, p. 2014-2019 6 p. 7853050

Research output: Chapter in Book/Report/Conference proceedingConference paper

Maximum likelihood estimation
Bessel functions
Taylor series

Recognition on Matrix Angular Central Gaussian Distribution

Ali, M. & Antolovich, M. 02 Oct 2017 Proceedings of the 2016 3rd International Conference on Soft Computing and Machine Intelligence, ISCMI 2016. USA: IEEE, Institute of Electrical and Electronics Engineers, p. 38-42 5 p. 8057435

Research output: Chapter in Book/Report/Conference proceedingConference paper

Maximum likelihood estimation
Gaussian distribution
Computer vision
Classifiers
Experiments

Press / Media

Big grant for CSU Mining Research Laboratory

Junbin Gao, Allen Benter & Michael Antolovich

28/08/14

1 item of media coverage

Press/Media: Press / Media