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Research Output for Duc-Son Pham

Note: The 2012, 2013, 2014 publications have not been audited.

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Duc-Son Pham may be from another institution or only recently joined Deakin University.

Publications

2013 External

Saha, Budhaditya, Pham, Duc-Son*, Phung, Dinh and Venkatesh, Svetha (2013) Clustering patient medical records via sparse subspace representation, in Pei, Jian; Tseng, Vincent S.; Cao, Longbing; Motoda, Hiroshi and Xu, Guandong (eds), Advances in knowledge discovery and data mining : 17th Pacific-Asia Conference, PAKDD 2013, Gold Coast, Australia, April 14-17, 2013 : proceedings, pp. 123-134, Springer, Heidelberg, Germany [B1]
DRO entry for this publication

Low, Siow Yong*, Pham, Duc Son* and Venkatesh, Svetha (2013) Compressive speech enhancement, Speech communication, vol. 55, no. 6, pp. 757-768, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 9098 – Scopus EID: 2-s2.0-84878000062
Citation counts: Scopus - 2
DRO entry for this publication

Naseem, Imran*, Pham, Duc-Son* and Venkatesh, Svetha (2013) A novel information theoretic approach to wavelet feature selection for texture classification, Computers & electrical engineering, vol. 39, no. 2, pp. 319-325, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 4403 – Scopus EID: 2-s2.0-84876288765
DRO entry for this publication

Pham, Duc-Son* and Venkatesh, Svetha (2013) Efficient algorithms for robust recovery of images from compressed data, IEEE transactions on image processing, vol. 22, no. 12, pp. 4724-4737, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17873 – Scopus EID: 2-s2.0-84885107770
DRO entry for this publication

Saha, Budhaditya, Pham, Duc Son*, Phung, Dinh and Venkatesh, Svetha (2013) Sparse subspace clustering via group sparse coding, in Unknown (ed.), SDM 2013 : Proceedings of the thirteenth SIAM International Conference on Data Mining, pp. 130-138, Society for Industrial and Applied Mathematics, Austin, Texas [E1]
DRO entry for this publication

2012 External

Pham, Duc-Son*, Saha, Budhaditya, Phung, Dinh Q. and Venkatesh, Svetha (2012) Detection of cross-channel anomalies, Knowledge and Information Systems, vol. 35, pp. 33-59, Springer, Berlin, Germany [C1]
ERA journal ID: 18060 – Scopus EID: 2-s2.0-84861935641
Citation counts: Scopus - 1
DRO entry for this publication

Pham, Duc-Son*, Venkatesh, Svetha, Lazarescu, Mihai* and Budhaditya, Saha (2012) Anomaly detection in large-scale data stream networks, Data mining and knowledge discovery, pp. 1-45, Springer New York LLC, New York, N.Y. [C1]
ERA journal ID: 17829 – Scopus EID: Not tagged
Citation counts: Thomson - 3
DRO entry for this publication

Pham, Duc-Son* and Venkatesh, Svetha* (2012) Improved image recovery from compressed data contaminated with impulsive noise, IEEE transactions on image processing, vol. 21, no. 1, pp. 397-405, IEEE, Piscataway, N. J [C1.1]
ERA journal ID: 17873 – Scopus EID: 2-s2.0-84255162792
Citation counts: Scopus - 9, Thomson - 4
DRO entry for this publication

Nguyen, Tien Vu, Phung, Dinh, Rana, Santu, Pham, Duc-Son* and Venkatesh, Svetha (2012) Multi-modal abnormality detection in video with unknown data segmentation, in Unknown (ed.), ICPR 2012 : Proceedings of 21st International Conference on Pattern Recognition, pp. 1322-1325, ICPR Organizing Committee, Tsubuka Science City, Japan [E1]
DRO entry for this publication

Pham, Duc-Son*, Saha, Budhaditya, Phung, Dinh and Venkatesh, Svetha (2012) Improved subspace clustering via exploitation of spatial constraints, in Unknown (ed.), CVPR 2012 : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 550-557, IEEE, Piscataway, N. J. [E1]
Citation counts: Scopus - 1
DRO entry for this publication

Saha, Budhaditya, Phung, Dinh, Pham, Duc Son* and Venkatesh, Svetha (2012) Sparse subspace representation for spectral document clustering, in Zaki, Mohammed J.; Siebes, Arno; Xu, Yu Jeffrey; Goethals, Bart and Wu, Xindong (eds), ICDM 2012 : Proceedings of the 12th IEEE International Conference on Data Mining, pp. 1092-1097, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Zhang, Xin*, Pham, Duc-Son*, Liu, Wanquan* and Venkatesh, Svetha (2012) Optimal metric selection for improved multi-pose face recognition with group information, in Unknown (ed.), ICPR 2012 : Proceedings of 21st International Conference on Pattern Recognition, pp. 1675-1678, ICPR Organizing Committee, Tsubuka Science City, Japan [E1]
DRO entry for this publication

2011 External

Pham, Duc-Son* and Venkatesh, Svetha* (2011) Supervised subspace learning with multi-class Lagrangian SVM on the Grassmann manifold, in Wang, Dianhui and Reynolds, Mark (eds), AI 2011 : advances in artificial intelligence : 24th Australasian Joint Conference, Perth, Australia, December 5-8, 2011 : proceedings, pp. 241-250, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Qiu, Huining*, Pham, Duc-Son*, Venkatesh, Svetha*, Lai, Jianhuang* and Liu, Wanquan* (2011) Innovative sparse representation algorithms for robust face recognition, International journal of innovative computing, information & control, vol. 7, no. 10, pp. 5645-5667, ICIC International, Kumamoto, Japan [C1.1]
ERA journal ID: 3492 – Scopus EID: 2-s2.0-80053546275
Citation counts: Scopus - 4, Thomson - 2
DRO entry for this publication

Pham, Duc-Son*, Saha, Budhaditya*, Phung, Dinh Q.* and Venkatesh, Svetha* (2011) Detection of cross-channel anomalies from multiple data channels, in Unknown (ed.), ICDM 2011 : Proceedings of the IEEE International Conference on Data Mining, pp. 527-536, IEEE, Washington, D. C. [E1.1]
DRO entry for this publication

2010 External

Pham, Duc-Son*, Bui, Hung H.* and Venkatesh, Svetha* (2010) Bayesian minimax estimation of the normal model with incomplete prior covariance matrix specification, IEEE transactions on information theory, vol. 56, no. 12, pp. 6433-6449, IEEE, Piscataway, N.J. [C1.1]
ERA journal ID: 4454 – Scopus EID: 2-s2.0-78649355254
Citation counts: Scopus - 2, Thomson - 1
DRO entry for this publication

Qiu, Hui-ning*, Pham, Duc-Son*, Venkatesh, Svetha*, Liu, Wan-quan* and Lai, Jian-huang* (2010) A fast extension for sparse representation on robust face recognition, in Guerrero, Juan E. (eds), ICPR 2010 : Proceedings : 20th International Conference on Pattern Recognition, pp. 1023-1027, IEEE, Los Alamitos, Calif. [E1.1]
Citation counts: Scopus - 3
DRO entry for this publication

2009 External

Pham, D. S.*, Saha, B.*, Lazarescu, M.* and Venkatesh, S.* (2009) Scalable network-wide anomaly detection using compressed data, Curtin University of Technology, Perth, W. A. [A6.1]
DRO entry for this publication

Saha, Budhaditya*, Pham, Duc-Son*, Lazarescu, Mihai* and Venkatesh, Svetha* (2009) Effective anomaly detection in sensor networks data streams, in Unknown (ed.), ICDM 2009 : Proceedings of the 9th IEEE International Conference on Data Mining, pp. 722-727, IEEE, Washington, D. C. [E1.1]
Citation counts: Scopus - 15
DRO entry for this publication

2008 External

Pham, Duc-Son* and Venkatesh, Svetha* (2008) Robust learning of discriminative projection for multicategory classification on the Stiefel manifold, in Unknown (ed.), CVPR 2008 : Proceedings of the 26th IEEE Conference on Computer Vision and Pattern Recognition, pp. 1-7, IEEE, Washington, D. C. [E1.1]
DRO entry for this publication

Pham, Duc-Son* and Venkatesh, Svetha* (2008) Joint learning and dictionary construction for pattern recognition, in Unknown (ed.), CVPR 2008 : Proceedings of the 26th IEEE Conference on Computer Vision and Pattern Recognition, pp. 1-8, IEEE, Washington, D. C. [E1.1]
Citation counts: Scopus - 2
DRO entry for this publication

Grants and Consultancies

All years

Research Income - National Competitive Grants

Venkatesh, S, Phung, D and Pham, D. Robust and scalable change detection in geo-spatial data, ARC Collaborative - Linkage - Projects (Round 2), Linkage PhD student [T]

  • 2013: $177,941
  • 2012: $85,674
  • 2013: $16,500

Higher Degree by Research Completions supervised by Duc-Son Pham

No completions found or audited.

Legend:
* Not a member of Deakin University at time of output.

DRO to publications collection last synchronised: Tuesday 25th November 2014 10:04pm

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23rd July 2011