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Research Output for Truyen Tran

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

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Publications

2014 Centre for Pattern Recognition and Data Analytics

Tran, Truyen, Luo, Wei, Phung, Dinh, Harvey, Richard, Berk, Michael, Kennedy, Richard Lee and Venkatesh, Svetha (2014) Risk stratification using data from electronic medical records better predicts suicide risks than clinician assessments, BMC Psychiatry, vol. 14, no. 1, pp. 1-9, BioMed Central, London, England [C1]
ERA journal ID: 13134 – Scopus EID: 2-s2.0-84899564545
DRO entry for this publication

2013 Centre for Pattern Recognition and Data Analytics

Nguyen, Tu Dinh, Tran, Truyen, Phung, Dinh and Venkatesh, Svetha (2013) Latent patient profile modelling and applications with mixed-variate restricted Boltzmann machine, in Pei, Jian; Tseng, Vincent S.; Cao, Longbing; Xu, Guandong and Motoda, Hiroshi (eds), Advances in knowledge discovery and data mining : 17th Pacific-Asia Conference, PAKDD 2013 Gold Coast, Australia, April 14-17, 2013 Proceedings, Part I, pp. 123-135, Springer, Berlin, Germany [B1]
DRO entry for this publication

Nguyen, Tu Dinh, Truyen, Tran, Phung, Dinh and Venkatesh, Svetha (2013) Learning sparse latent representation and distance metric for image retrieval, in Unknown (ed.), ICME 2013 : Proceedings of the 14th IEEE International Conference on Multimedia and Expo, pp. 1-6, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

2012 Centre for Pattern Recognition and Data Analytics

Tran, Truyen, Phung, Dinh and Venkatesh, Svetha (2012) Learning from ordered sets and applications in collaborative ranking, in Hoi, Steven C.H. and Buntine, Wray (eds), ACML 2012 : Proceedings of the 4th Asian Conference on Machine Learning, pp. 427-442, JMLR : workshop and conference proceedings, Singapore [E1]
DRO entry for this publication

Tran, Truyen, Phung, Dinh and Venkatesh, Svetha (2012) Cumulative restricted Boltzmann machines for ordinal matrix data analysis, in Hoi, Steven C.H. and Buntine, Wray (eds), ACML 2012 : Proceedings of the 4th Asian Conference on Machine Learning, pp. 411-426, JMLR : workshop and conference proceedings, Singapore [E1]
DRO entry for this publication

2012 External

Tran, Truyen*, Phung, Dinh Q. and Venkatesh, Svetha (2012) Embedded restricted Boltzmann machines for fusion of mixed data types and applications in social measurements analysis, in Unknown (ed.), FUSION 2012 : Proceedings of the 15th International Conference on Information Fusion, pp. 1814-1821, International Society on Information Fusion, Melbourne, Vic. [E1]
DRO entry for this publication

Tran, Truyen*, Phung, Dinh Q. and Venkatesh, Svetha (2012) Learning Boltzmann distance metric for face recognition, in Unknown (ed.), ICME 2012 : Proceedings of the 13th IEEE International Conference on Multimedia and Expo, pp. 218-223, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Tran, Truyen*, Phung, Dinh Q. and Venkatesh, Svetha (2012) A sequential decision approach to ordinal preferences in recommender systems, in Unknown (ed.), AAAI 2012 : Proceedings of the 26th National Conference on Artificial Intelligence, pp. 676-682, Association for the Advancement of Artificial Intelligence (AAAI), Toronto, Ont. [E1]
DRO entry for this publication

2011 External

Truyen, Tran The*, Phung, Dinh Q.* and Venkatesh, Svetha* (2011) Probabilistic models over ordered partitions with applications in document ranking and collaborative filtering, in Unknown (ed.), SDM 2011 : Proceedings of the 11th SIAM International Conference on Data Mining, pp. 426-437, Society for Industrial and Applied Mathematics, Philadelphia, Pa. [E1.1]
DRO entry for this publication

Tran, Truyen*, Phung, Dinh* and Venkatesh, Svetha* (2011) Mixed-variate restricted Boltzmann machines, in Hsu, Chun-Nan and Lee, Wee Sun (eds), ACML 2011 : Proceedings of the 3rd Asian Conference on Machine Learning, pp. 213-229, JMLR, Taoyuan, Taiwan [E1.1]
DRO entry for this publication

2010 External

Nguyen, Thin*, Phung, Dinh*, Adams, Brett*, Tran, Truyen* and Venkatesh, Svetha* (2010) Classification and pattern discovery of mood in weblogs, in J. Zaki, Mohammed; XuYu, Jeffrey; Ravindran, B. and Pudi, Vikram (eds), Advances in knowledge discovery and data mining : 14th Pacific-Asia Conference, PAKDD 2010, Hyderabad, India, June 21-24, 2010 ; proceedings. part II, pp. 283-290, Springer-Verlag, Berlin, Germany [B1.1]
Citation counts: Scopus - 3
DRO entry for this publication

Gupta, Sunil Kumar*, Phung, Dinh*, Adams, Brett*, Tran, Truyen* and Venkatesh, Svetha* (2010) Nonnegative shared subspace learning and its application to social media retrieval, in Unknown (ed.), KDD 2010 : Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, pp. 1169-1178, ACM, New York, N. Y. [E1.1]
Citation counts: Scopus - 15
DRO entry for this publication

Nguyen, Thin*, Phung, Dinh*, Adams, Brett*, Tran, Truyen* and Venkatesh, Svetha* (2010) Hyper-community detection in the blogosphere, in Unknown (ed.), WSM 2010 : Proceedings of the 2nd ACM SIGMM Workshop on Social Media, pp. 21-26, ACM, New York, N. Y. [E1.1]
DRO entry for this publication

2009 External

Truyen, Tran The*, Phung, Dinh Q.* and Venkatesh, Svetha* (2009) Ordinal Boltzmann machines for collaborative filtering, in Unknown (ed.), UAI 2009 : Proceedings of the 25th Conference on Uncertainty in Artificial Intelligence, pp. 548-556, AUAI Press, Arlington, Va. [E1.1]
Citation counts: Scopus - 4
DRO entry for this publication

2008 External

Truyen, Tran The*, Phung, Dinh Q.* and Venkatesh, Svetha* (2008) Constrained sequence classification for lexical disambiguation, in Ho, Tu-Bao and Zhou, Zhi-Hua (eds), PRICAI 2008 : trends in artificial intelligence : 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008, proceedings, pp. 430-441, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Truyen, Tran The*, Bui, Hung H.*, Phung, Dinh Q.* and Venkatesh, Svetha* (2008) Learning discriminative sequence models from partially labelled data for activity recognition, in Ho, Tu-Bao and Zhou, Zhi-Hua (eds), PRICAI 2008 : trends in artificial intelligence : 10th Pacific Rim International Conference on Artificial Intelligence, Hanoi, Vietnam, December 15-19, 2008, proceedings, pp. 903-912, Springer-Verlag, Berlin, Germany [B1.1]
Citation counts: Scopus - 2
DRO entry for this publication

Truyen, Tran The*, Phung, Dinh Q.*, Bui, Hung H.* and Venkatesh, Svetha* (2008) Hierarchical semi-markov conditional random fields for recursive sequential data, in Koller, Daphne; Bengio, Yoshua; Schuurmans, Dale; Bottou, Leon and Culotta, Aron (eds), NIPS 2008 : Advances in Neural Information Processing Systems 21 : Proceedings of the 2008 Conference, pp. 1657-1664, Curran Associates, Red Hook, N. Y. [E1.1]
Citation counts: Scopus - 2
DRO entry for this publication

2007 External

Truyen, Tran The*, Phung, Dinh Q.* and Venkatesh, Svetha* (2007) Preference networks : probabilistic models for recommendation systems, in Christen, Peter; Kennedy, Paul; Li, Jiuyong; Kolyshkina, Inna and Williams, Graham (eds), Data Mining and Analytics 2007 : Proceedings of the Sixth Australasian Data Mining Conference - AusDM 2007, pp. 191-198, Australian Computer Society, Sydney, N. S. W. [E1.1]
DRO entry for this publication

2006 External

Truyen, Tran The*, Phung, Dinh Q.*, Bui, Hung H.* and Venkatesh, Svetha* (2006) AdaBoost.MRF: boosted Markov random forests and application to multilevel activity recognition, in Unknown (ed.), CVPR 2006 : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1686-1693, IEEE, Piscataway, N.J. [E1.1]
Citation counts: Scopus - 2
DRO entry for this publication

2005 External

Truyen, Tran The*, Bui, Hung Hai* and Venkatesh, Svetha* (2005) Boosted Markov networks for activity recognition, in unknown (ed.), Proceedings of the 2005 Intelligent Sensors, Sensor Networks & Information Processing Conference, pp. 289-294, IEEE, Piscataway, N.J. [E1.1]
DRO entry for this publication

Truyen, Tran The*, Bui, Hung H.* and Venkatesh, Svetha* (2005) Human activity learning and segmentation using partially hidden discriminative models, in Unknown (ed.), HAREM 2005 : Proceedings of the International Workshop on Human Activity Recognition and Modelling, pp. 87-95, The Conference, HAREM 2005 in conjunction with BMVC 2005, Oxford, U. K. [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 Truyen Tran

No completions found or audited.

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

DRO to publications collection last synchronised: Monday 20th October 2014 10:04pm

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23rd July 2011