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Deakin Research

Research Output for Budhaditya Saha

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

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Publications

2013 Centre for Pattern Recognition and Data Analytics

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

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 Centre for Pattern Recognition and Data Analytics

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*, 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

2011 External

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

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

2007 External

Saha, Budhaditya*, Lazarescu, Mihai* and Venkatesh, Svetha* (2007) Infrequent item mining in multiple data streams, in IEEE, (eds), Data Mining Workshops, 2007. ICDM Workshops 2007. Seventh IEEE International Conference on; ICDM 2007, pp. 569-574, IEEE, Omaha, NE [E1.1]
DRO entry for this publication

Grants and Consultancies

No grants and/or consultancies found or audited – the 2014 HERDC financial return has not been completed or loaded as yet.

Higher Degree by Research Completions supervised by Budhaditya Saha

No completions found or audited.

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

DRO to publications collection last synchronised: Saturday 22nd November 2014 10:04pm

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23rd July 2011