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Deakin Research

Research Output for Dinh Phung

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

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Publications

2014 Centre for Pattern Recognition and Data Analytics

Phung, D, Nguyen,T*, Gupta, S and Venkatesh, S (2014) Learning latent activities from social signals with hierarchical dirichlet processes, in Sukthankar, Gita; Goldman, Robert P.; Geib, Christopher; Pynadath, David V. and Bui, Hung Hai (eds), Plan, activity, and intent recognition : theory and practice, pp. 149-174, Elsevier, Boston, MA [B1]
DRO entry for this publication

Adams, Brett*, Phung, Dinh and Venkatesh, Svetha (2014) Social reader: towards browsing the social web, Multimedia tools and applications, vol. 69, no. 3, pp. 951-990, Springer Science & Business Media, Secaucus, NJ [C1]
ERA journal ID: 18083 – Scopus EID: 2-s2.0-84862327172
DRO entry for this publication

Gupta, Sunil, Tran, Truyen, Luo, Wei, Phung, Dinh, Kennedy, Richard Lee, Broad, Adam*, Campbell, David*, Kipp, David*, Singh, Madhu*, Khasraw, Mustafa, Matheson, Leigh*, Ashley, David M. and Venkatesh, Svetha (2014) Machine-learning prediction of cancer survival: a retrospective study using electronic administrative records and a cancer registry, BMJ open, vol. 4, no. 3, pp. 1-7, B M J Group, London, England [C1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Nguyen, Thin, Phung, Dinh, Dao, Bo*, Venkatesh, Svetha and Berk, Michael (2014) Affective and content analysis of online depression communities, IEEE Transactions on Affective Computing, vol. 5, no. 3, pp. 217-226, Institute of Electrical and Electronics Engineers Inc., Piscataway, N.J [C1]
ERA journal ID: Not matching ERA journal list
DRO entry for this publication

Rana, Santu, Tran, Truyen, Luo, Wei, Phung, Dinh, Kennedy, Richard Lee and Venkatesh, Svetha (2014) Predicting unplanned readmission after myocardial infarction from routinely collected administrative hospital data, Australian health review, vol. 38, no. 4, pp. 377-382, CSIRO Publishing, Melbourne, Vic. [C1]
ERA journal ID: 13431 – Scopus EID: 2-s2.0-84906839061
DRO entry for this publication

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

Nguyen, Thuong*, Gupta, Sunil, Venkatesh, Svetha and Phung, Dinh (2014) Fixed-lag particle filter for continuous context discovery using Indian buffet process, in Riboni, Daniele and Boldrini, Chiara (eds), PerCom 2014 : proceedings of the IEEE Pervasive Computing and Communications 2014 international conference PerCom 2014, pp. 20-28, IEEE Computer Society, Piscataway, N. J. [E1]
DRO entry for this publication

2013 Centre for Pattern Recognition and Data Analytics

Nguyen, Tien-Vu, Phung, Dinh and Venkatesh, Svetha (2013) Topic model kernel : an empirical study towards probabilistically reduced features for classification, in Lee, Minho; Hirose, Akira; Hou, Zeng-Guang and Kil, Rhee Man (eds), Neural information processing : 20th International Conference, ICONIP 2013, Daegu, Korea, November 3-7, 2013. Proceedings, pp. 124-131, Springer, Berlin, Germany [B1]
DRO entry for this publication

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

Rana, Santu, Phung, Dinh and Venkatesh, Svetha (2013) Split-merge augmented Gibbs sampling for hierarchical dirichlet processes, 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. 546-557, Springer, Berlin, Germany [B1]
DRO entry for this publication

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

Nguyen, Thin, Phung, Dinh, Adams, Brett* and Venkatesh, Svetha (2013) Event extraction using behaviors of sentiment signals and burst structure in social media, Knowledge and information systems, vol. 37, no. 2, pp. 279-304, Springer Science & Business Media, London, England [C1]
ERA journal ID: 18060 – Scopus EID: 2-s2.0-84867514692
Citation counts: Scopus - 1
DRO entry for this publication

Phung, Dinh, Gupta, Sunil Kumar, Nguyen, Thin and Venkatesh, Svetha (2013) Connectivity, online social capital, and mood : a Bayesian nonparametric analysis, IEEE transactions on multimedia, vol. 15, no. 6, pp. 1316-1325, IEEE, Piscataway, N.J. [C1]
ERA journal ID: 17877 – Scopus EID: 2-s2.0-84884537492
DRO entry for this publication

Li, Cheng, Phung, Dinh, Rana, Santu and Venkatesh, Svetha (2013) Exploiting side information in distance dependent Chinese restaurant processes for data clustering, 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

Nguyen, Thin, Dao, Bo, Phung, Dinh, Venkatesh, Svetha and Berk, Michael (2013) Online social capital : mood, topical and psycholinguistic analysis, in Unknown (ed.), ICWSM 2013 : Proceedings of the 7th AAAI International Conference on Weblogs and Social Media, pp. 449-456, AAAI Press, Palo Alto, Calif. [E1]
DRO entry for this publication

Nguyen, Thin, Phung, Dinh and Venkatesh, Svetha (2013) Analysis of psycholinguistic processes and topics in online autism communities, 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

Nguyen, Thuong, Phung, Dinh, Gupta, Sunil and Venkatesh, S. (2013) Extraction of latent patterns and contexts from social honest signals using hierarchical Dirichlet processes, in Unknown (ed.), PerCom 2013 : Proceedings of the 11th IEEE International Conference on Pervasive Computing and Commmunications, pp. 47-55, IEEE, Piscataway, N.J. [E1]
DRO entry for this publication

Nguyen, Tien-Vu, Phung, Dinh, Gupta, Sunil and Venkatesh, Svetha (2013) Interactive browsing system for anomaly video surveillance, in Palaniswami, Marimuthu; Leckie, Christopher; Kanhere, Salil and Gubbi, Jayavardhana (eds), ISSNIP 2013 : Sensing the future : Proceedings of the IEEE 8th International Conference on Intelligent Sensors, Sensor Networks and Information Processing, pp. 384-389, IEEE, Piscataway, N.J. [E1]
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

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

Venkatesh, Svetha, Phung, Dinh, Duong, Thi, Greenhill, Stewart* and Adams, Brett* (2013) TOBY : Early intervention in autism through technology, in Bodker, Susanne; Brewster, Steven; Baudisch, Patrick; Beaudouin-Lafon, Michel and Mackay, Wendy E. (eds), CHI 2013 : Changing perspectives : Proceedings of the 31st Annual Conference on Human Factors in Computing Systems, pp. 3187-3196, Association for Computing Machinery, New York, N.Y. [E1]
DRO entry for this publication

Gupta, Sunil Kumar, Phung, Dinh and Venkatesh, Svetha (2013) Factorial multi-task learning : a Bayesian nonparametric approach, in Dasgupta, Sanjoy and McAllester, David (eds), ICML 2013 : Proceedings of the Machine Learning 2013 International Conference, pp. 1694-1702, International Machine Learning Society (IMLS), Atlanta, Ga. [E1.1]
DRO entry for this publication

2013 External

Gupta, Sunil Kumar*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2013) Regularized nonnegative shared subspace learning, Data mining and knowledge discovery, vol. 26, no. 1, pp. 57-97, Springer, Boston, Mass. [C1.1]
ERA journal ID: 17829 – Scopus EID: 2-s2.0-81555232486
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, Thomson - 1
DRO entry for this publication

Venkatesh, S., Greenhill, S.*, Phung, D., Adams, B.* and Duong, T. (2012) Pervasive multimedia for autism intervention, Pervasive and mobile computing, vol. 8, no. 6, pp. 863-882, Elsevier, Amsterdam, The Netherlands [C1]
ERA journal ID: 32161 – Scopus EID: 2-s2.0-84869099768
Citation counts: Scopus - 4, Thomson - 2
DRO entry for this publication

Gupta, Sunil Kumar, Phung, Dinh and Venkatesh, Svetha (2012) A slice sampler for restricted hierarchical beta process with applications to shared subspace learning, in de, Freitas Nando and Murphy, Kevin (eds), UAI 2012 : Proceedings of the 28th Conference on Uncertainty in Artificial Intelligence, pp. 316-325, AUAI Press, Corvallis, Or. [E1]
DRO entry for this publication

Gupta, Sunil Kumar, Phung, Dinh and Venkatesh, Svetha (2012) A nonparametric Bayesian Poisson Gamma model for count data, in Unknown (ed.), ICPR 2012 : Proceedings of 21st International Conference on Pattern Recognition, pp. 1815-1818, ICPR Organizing Committee, Tsubuka Science City, Japan [E1]
DRO entry for this publication

Gupta, Sunil Kumar, Phung, Dinh and Venkatesh, Svetha (2012) A bayesian nonparametric joint factor model for learning shared and individual subspaces from multiple data sources, in Unknown (ed.), SDM 2012 : Proceedings of the 12th SIAM International Conference on Data Mining, pp. 200-212, Society for Industrial and Applied Mathemations (SIAM), Anaheim, Calif. [E1]
DRO entry for this publication

Nguyen, Thin, Phung, Dinh, Adams, Brett* and Venkatesh, Svetha (2012) A sentiment-aware approach to community formation in social media, in Unknown (ed.), ICWSM 2012 : Proceedings of the Sixth International Conference on Weblogs and Social Media, pp. 527-530, Association for the Advancement of Artificial Intelligence (AAAI), Dublin, Ireland [E1]
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

Rana, Santu, Phung, Dinh, Pham, Sonny* and Venkatesh, Svetha (2012) Large-scale statistical modeling of motion patterns : a Bayesian nonparametric approach, in Mukherjee, Dipti Prasad (eds), ICVGIP 2012 : Proceedings of the 8th Indian Conference on Computer Vision, Graphics and Image Processing, pp. 1-8, ACM - Association for Computing Machinery, New York, N.Y. [E1]
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

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

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

Adams, Brett*, Phung, Dinh and Venkatesh, Svetha (2012) Funniest thing I've seen since [href=//flic.kr/p/KGEGB] : shifting perspectives from multimedia artefacts to utterances, in Unknown (ed.), SAM 2012 : Proceedings of the 2012 ACM Workshop on Socially-Aware Multimedia, Co-located with ACM Multimedia 2012, pp. 57-60, Association for Computing Machinery, New York, N.Y. [E2]
DRO entry for this publication

2011 External

Gupta, Sunil Kumar*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2011) A Bayesian framework for learning shared and individual subspaces from multiple data sources, in Huang, Joshua Zhexue; Cao, Longbing and Srivastava, Jaideep (eds), Advances in knowledge discovery and data mining : 15th Pacific-Asia Conference, PAKDD 2011, Shenzhen, China, May 24-27, 2011, proceedings, part II, pp. 136-147, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Nguyen, Thin*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2011) Prediction of age, sentiment, and connectivity from social media text, in Bouguettaya, Athman; Hauswirth, Manfred and Liu, Ling (eds), Web Information Systems Engineering, WISE 2011 : 12th International Conference, Sydney, Australia, October 13-14 2011 : proceedings, pp. 227-240, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Adams, Brett*, Phung, Dinh* and Venkatesh, Svetha* (2011) Eventscapes : visualizing events over time with emotive facets, in Association for Computing Machinery (ed.), MM'11 - Proceedings of the 2011 ACM Multimedia Conference and Co-Located Workshops, pp. 1477-1480, Association for Computing Machinery, Scottsdale, AZ [E1.1]
DRO entry for this publication

Gupta, Sunil Kumar*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2011) A matrix factorization framework for jointly analyzing multiple nonnegative data source, in Unknown (ed.), Proceedings of the 9th Workshop on Text Mining, in conjunction with the 11th SIAM International Conference on Data Mining, pp. 6-15, Society for Industrial and Applied Mathematics, Mesa, Ariz. [E1.1]
DRO entry for this publication

Mohammedali, Marziya*, Adams, Brett*, Phung, Dinh* and Venkatesh, Svetha* (2011) A context-sensitive device to help people with autism cope with anxiety, in Unknown (ed.), CHI EA 2011 : Proceedings of the 29th Conference on Human Factors in Computing Systems 2011, pp. 1201-1206, ACM, New York, N. Y. [E1.1]
DRO entry for this publication

Nguyen, Thin*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2011) Emotional reactions to real-world events in social networks, in Unknown (ed.), New Frontiers in Applied Data Mining : Proceedings of the PAKDD 2011 International Workshops, pp. 53-64, Springer, Heidelberg, Germany [E1.1]
Citation counts: Scopus - 1
DRO entry for this publication

Nguyen, Thin*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2011) Towards discovery of influence and personality traits through social link prediction, in Unknown (ed.), ICWSM-11 : Proceedings of the 5th AAAI International Conference on Weblogs and Social Media, pp. 566-569, AAAI Press, Menlo Park, Calif. [E1.1]
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

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

Venkatesh, Svetha*, Greenhill, Stewart*, Phung, Dinh* and Adams, Brett* (2011) Cognitive intervention in autism using multimedia stimulus, in Unknown (ed.), MM'11 : Proceedings of the 19th ACM Multimedia Conference and Co-Located Workshops, pp. 769-770, ACM, New York, N. Y. [E1.1]
Citation counts: Scopus - 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 - 6
DRO entry for this publication

Adams, Brett*, Phung, Dinh* and Venkatesh, Svetha* (2010) Discovery of latent subcommunities in a blog's readership, ACM transactions on the web, vol. 4, no. 3, pp. 1-30, Association for Computing Machinery, New York, N. Y. [C1.1]
ERA journal ID: 17746 – Scopus EID: 2-s2.0-77955004313
Citation counts: Scopus - 5
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 - 16
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]
Citation counts: Scopus - 1
DRO entry for this publication

2009 External

Duong, Thi*, Phung, Dinh*, Bui, Hung* and Venkatesh, Svetha* (2009) Efficient duration and hierarchical modeling for human activity recognition, Artificial intelligence, vol. 173, no. 7-8, pp. 830-856, Elsevier BV, Amsterdam, Netherlands [C1.1]
ERA journal ID: 17761 – Scopus EID: 2-s2.0-62549089105
Citation counts: Scopus - 29, Thomson - 16
DRO entry for this publication

Phung, Dinh*, Adams, Brett*, Venkatesh, Svetha* and Kumar, Mohan* (2009) Unsupervised context detection using wireless signals, Pervasive and mobile computing, vol. 5, no. 6, pp. 714-733, Elsevier BV, Amsterdam, Netherlands [C1.1]
ERA journal ID: 32161 – Scopus EID: 2-s2.0-70449629682
Citation counts: Scopus - 4, Thomson - 3
DRO entry for this publication

Adams, Brett*, Phung, Dinh* and Venkatesh, Svetha* (2009) Social reader : following social networks in the wilds of the blogosphere, in Unknown (ed.), WSM'09 : Proceedings of the 1st ACM SIGMM International Workshop on Social Media, pp. 73-80, ACM, New York, N. Y. [E1.1]
Citation counts: Scopus - 2
DRO entry for this publication

Negoescu, Radu-Andrei*, Adams, Brett*, Phung, Dinh*, Venkatesh, Svetha* and Gatica-Perez, Daniel* (2009) Flickr hypergroups, in Unknown (ed.), MM'09 : Proceedings of the 17th ACM Multimedia Conference, pp. 813-816, ACM, New York, N. Y. [E1.1]
Citation counts: Scopus - 16
DRO entry for this publication

Phung, Dinh*, Adams, Brett*, Tran, Kha*, Venkatesh, Svetha* and Kumar, Mohan* (2009) High accuracy context recovery using clustering mechanisms, in Unknown (ed.), PerCom 2009 : Proceedings of the 7th Annual IEEE International Conference on Pervasive Computing and Communications, pp. 2-9, IEEE, Washington, D. C. [E1.1]
DRO entry for this publication

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*, 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.* 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

Adams, Brett*, Phung, Dinh* and Venkatesh, Svetha* (2008) Sensing and using social context, ACM transactions on multimedia computing communications and applications, vol. 5, no. 2, pp. 1-27, Association for Computing Machinery, New York, N. Y. [C1.1]
ERA journal ID: 17740 – Scopus EID: 2-s2.0-64549086866
Citation counts: Scopus - 18
DRO entry for this publication

Venkatesh, Svetha*, Adams, Brett*, Phung, Dinh*, Dorai, Chitra*, Farrell, Robert G.*, Agnihotri, Lalitha* and Dimitrova, Nevenka* (2008) "You Tube and I Find" - personalizing multimedia content access, Proceedings of the IEEE, vol. 96, no. 4, pp. 697-711, IEEE, Piscataway, N. J. [C2.1]
ERA journal ID: 4504 – Scopus EID: 2-s2.0-64549085986
Citation counts: Scopus - 14, Thomson - 9
DRO entry for this publication

Bui, Hung H.*, Phung, Dinh*, Venkatesh, Svetha* and Phan, Hai* (2008) The hidden permutation model and location-based activity recognition, in Unknown (ed.), AAAI 2008 : Proceedings of the 23rd AAAI Conference on Artificial Intelligence, pp. 1345-1350, AAAI, Chicago, Ill. [E1.1]
Citation counts: Scopus - 6
DRO entry for this publication

Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2008) Computable social patterns from sparse sensor data, in Unknown (ed.), LocWeb 2008 : Proceedings of the 1st International Workshop on Location and the web, pp. 69-72, ACM, New York, N. Y. [E1.1]
DRO entry for this publication

Tran, Kha*, Phung, Dinh*, Adams, Brett* and Venkatesh, Svetha* (2008) Indoor location prediction using multiple wireless received signal strengths, in Roddick, John F.; Li, Jiuyong; Christen, Peter and Kennedy, Paul (eds), AusDM 2008 : Proceedings of the 7th Australasian Data Mining Conference, pp. 187-192, Australian Computer Society, Gold Coast, Qld. [E1.1]
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

Khan, F.*, Phung, D.* and Venkatesh, S.* (2007) Robust wifi localization using received signal strength, Curtin University of Technology, Perth, W. A. [A6.1]
DRO entry for this publication

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

Adams, Brett*, Phung, Dinh* and Venkatesh, Svetha* (2006) Extraction of social context and application to personal multimedia exploration, in unknown (ed.), ACM-MM 2006 : Proceedings of the 14th Annual ACM International Conference on Multimedia, pp. 987-996, Association for Computing Machinery, New York, N.Y. [E1.1]
Citation counts: Scopus - 19
DRO entry for this publication

Duong, Thi V.*, Phung, Dinh Q.*, Bui, Hung H.* and Venkatesh, Svetha* (2006) Human behavior recognition with generic exponential family duration modeling in the hidden semi-Markov model, in Unknown (ed.), ICPR 2006 : Proceedings of the 18th International Conference on Pattern Recognition, pp. 202-207, IEEE, Washington, D. C. [E1.1]
Citation counts: Scopus - 16
DRO entry for this publication

Tran, Dung T.*, Phung, Dinh Q.*, Bui, Hung H.* and Venkatesh, Svetha* (2006) A probabilistic model with parsinomious representation for sensor fusion in recognizing activity in pervasive environment, in Unknown (ed.), ICPR 2006 : Proceedings of the 18th International Conference on Pattern Recognition, pp. 168-172, IEEE, Washington, D. C. [E1.1]
Citation counts: Scopus - 3
DRO entry for this publication

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

Phung, D. Q.* and Venkatesh, S.* (2005) Structural identification and segmentation of topical content in educational videos, Curtin University of Technology, Perth, W. A. [A6.1]
DRO entry for this publication

Duong, T.V.*, Phung, D.Q.*, Bui, H.H.* and Venkatesh, S.* (2005) Efficient Coxian duration modelling for activity recognition in smart environment with the hidden semi-Markov model, in Palaniswami, M. (eds), Proceedings of the 2005 intelligent sensors, sensor networks and information processing conference, pp. 277-282, IEEE, Piscataway, N.J. [E1.1]
Citation counts: Scopus - 1
DRO entry for this publication

Duong, Thi V.*, Bui, Hung H.*, Phung, Dinh Q.* and Venkatesh, Svetha* (2005) Activity recognition and abnormality detection with the switching hidden semi-Markov model, in Unknown (ed.), CVPR 2005 : Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 838-845, IEEE, Washington, D. C. [E1.1]
Citation counts: Scopus - 200
DRO entry for this publication

Nguyen, Nam T.*, Phung, Dinh Q.*, Venkatesh, Svetha* and Bui, Hung* (2005) Learning and detecting activities from movement trajectories using the hierarchical hidden Markov model, in Schmid, C.; Soatto, S. and Tomasi, C. (eds), CVPR 2005 : Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 955-960, IEEE, Los Alamitos, Calif. [E1.1]
Citation counts: Scopus - 110
DRO entry for this publication

Phung, Dinh Q.*, Duong, T. V.*, Venkatesh, S.* and Bui, Hung H.* (2005) Topic transition detection using hierarchical hidden Markov and semi-Markov models, in Unknown (ed.), MM'05 : Proceedings of the 13th ACM International Conference on Multimedia, pp. 11-20, Association for Computing Machinery, New York, N. Y. [E1.1]
DRO entry for this publication

Tran, Dung T.*, Phung, Dinh Q.*, Bui, Hung H.* and Venkatesh, Svetha* (2005) Factored state-abstract hidden Markov models for activity recognition using pervasive multi-modal sensors, in unknown (ed.), Proceedings of the 2005 Intelligent Sensors, Sensor Networks & Information Processing Conference, pp. 331-335, IEEE, Piscataway, N.J. [E1.1]
Citation counts: Scopus - 4
DRO entry for this publication

2004 External

Phung, Dinh Q.*, Bui, Hung H.* and Venkatesh, Svetha* (2004) Content structure discovery in educational videos using shared structures in the hierarchical hidden Markov models, in Fred, Ana; Caelli, Terry; Duin, Robert P.W.; Campilho, Aurélio and de Ridder, Dick (eds), Structural, syntactic, and statistical pattern recognition : joint IAPR international workshops SSPR 2004 and SPR 2004, Lisbon, Portugal, August 18-20, 2004 : proceedings, pp. 1155-1163, Springer-Verlag, Berlin, Germany [B1.1]
DRO entry for this publication

Bui, Hung H.*, Phung, Dinh Q.* and Venkatesh, Svetha* (2004) Hierarchical hidden Markov models with general state hierarchy, in unknown (ed.), Proceedings of the National Conference on Artificial Intelligence, pp. 324-329, American Association for Artificial Intelligence, San Jose, Calif. [E1.1]
Citation counts: Scopus - 31
DRO entry for this publication

Phung, Dinh Q.*, Venkatesh, Svetha* and Bui, Hung H.* (2004) Automatically learning structural units in educational videos with the hierarchical hidden Markov models, in Unknown (ed.), ICIP 2004 : Proceedings of the 2004 International Conference on Image Processing, pp. 1605-1608, IEEE, Piscataway, N.J. [E1.1]
DRO entry for this publication

2003 External

Phung, Dinh Q.*, Venkatesh, Svetha* and Dorai, Chitra* (2003) Hierarchical topical segmentation in instructional films based on cinematic expressive functions, in Unknown (ed.), MULTIMEDIA 2003 : Proceedings of the 11th ACM International Multimedia Conference and Exhibition, pp. 287-290, ACM, New York, N. Y. [E1.1]
Citation counts: Scopus - 1
DRO entry for this publication

Phung, Dinh*, Venkatesh, Svetha* and Dorai, Chitra* (2003) On the extraction of thematic and dramatic functions of content in educational videos, in Unknown (ed.), ICME 2003 : Proceedings of the International Conference on Multimedia and Expo, pp. 449-452, IEEE, Washington, D. C. [E1.1]
DRO entry for this publication

2002 External

Phung, Dinh Q.*, Venkatesh, Svetha* and Dorai, Chitra* (2002) High level segmentation of instructional videos based on content density, in Unknown (ed.), MULTIMEDIA 2002 : Proceedings of the 10th ACM International Multimedia Conference and Exhibition, pp. 295-298, ACM, New York, N. Y. [E1.1]
Citation counts: Scopus - 4
DRO entry for this publication

Phung, Quoc Dinh*, Dorai, Chitra* and Venkatesh, Svetha* (2002) Narrative structure analysis with education and training videos for e-learning, in Unknown (ed.), ICPR 2002 : Proceedings of the 16th International Conference on Pattern Recognition, pp. 835-838, IEEE, Los Alamitos, Calif. [E1.1]
Citation counts: Scopus - 3
DRO entry for this publication

Dinh, Phung Quoc*, Dorai, Chitra* and Venkatesh, Svetha* (2002) Video genre categorization using audio wavelet coefficients, in Suter, D. and Bab-Hadiashar, A. (eds), ACCV 2002 : Proceedings of the 5th Asian Conference on Computer Vision, pp. 69-74, Asian Federation of Computer Vision Societies, Tokyo, Japan [E1.1]
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

Venkatesh, S, Phung, D, Adams, B, Krishna, A, Krishna, A* and Adams, B*. Assistive Technologies for Autism Support Harnessing Social Media, ARC Collaborative - Linkage - Projects (Round 1) [T]

  • 2013: $153,358
  • 2012: $194,112

Research Income - Other Public Sector Funding

Venkatesh, S and Phung, D. Barwon Health Partnership - Advanced data analytics for care management of chronic disease [U]

  • 2013: $50,000
  • 2012: $50,000

Research Income - Industry and Other Funding

Venkatesh, S, Phung, D and Pham, D. Robust and scalable change detection in geo-spatial data [V]

  • 2013: $16,500

Research Income - Industry and Other Funding - Australian

Venkatesh, S, Phung, D, Adams, B, Krishna, A, Krishna, A* and Adams, B*. Assistive Technologies for Autism Support Harnessing Social Media [V.1]

  • 2013: $80,000
  • 2012: $121,014

Venkatesh, S and Phung, D. Therapy Outcomes By You (TOBY) Playpad randomised controlled trial to test the effectiveness of the application for early intervention in Autism. [V.1]

  • 2013: $60,000
  • 2012: $70,000

Higher Degree by Research Completions supervised by Dinh Phung

No completions found or audited.

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

DRO to publications collection last synchronised: Saturday 20th December 2014 10:04pm

Deakin University acknowledges the traditional land owners of present campus sites.

23rd July 2011