SRI's Artificial Intelligence Center
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Dr Hung H Bui

Snr. Computer Scientist
Artificial Intelligence Center

SRI International
Room EJ290
333 Ravenswood Avenue
Menlo Park, CA 94025-3493
USA

Phone:  (650) 859-5352
Fax:  (650) 859-3735

Email: x at ai.sri.com where x=bui       


At ICML-04, Banff, Canada



   Bio


Dr. Hung Bui is a senior computer scientist at the AI Center, SRI International. His research interests include plan and activity recognition, probabilistic inference, graphical models, and machine learning. Prior to joining SRI, he was an assisant professor at the Department of Computing, Curtin University of Technology in Perth, Australia.

List of Publications


Journal papers and book chapters

  1. M. Lazarescu, S. Venkatesh and H. H. Bui (2004) Using multiple windows to track concept drift. Intelligent Data Analysis, 8: 29-59.
  2. H. H. Bui, S. Venkatesh and G. West (2002) Policy recognition in the Abstract Hidden Markov Model. Journal of Artificial Intelligence Research, 17: 451-499.
  3. H. H. Bui, S. Venkatesh and G. West (2001) Tracking and surveillance in wide-area spatial environments using the Abstract Hidden Markov Model, International Journal of Pattern Recognition and Artificial Intelligence, 15(1): 177-195.
  4. H. H. Bui, S. Venkatesh and D. Kieronska (1999) Learning other agents' preferences in multi-agent negotiation using the Bayesian classifier. International Journal of Cooperative Information Systems, 8(4): 275-294.
  5. H. H. Bui, S. Venkatesh, and G. West (1999) Layered dynamic probabilistic networks for spatio-temporal modelling. Intelligent Data Analysis, 3(5): 339-361.
  6. H. H. Bui, S. Venkatesh and D. Kieronska (1998) A framework for coordination and learning among team of agents. In: Agents and Multi-Agent Systems: Formalisms, Methodologies and Applications, W. Wobcke, M. Pagnucco, C. Zhang (eds), Lecture Notes in Artificial Intelligence, vol 1441, pages 164-178. Springer-Verlag.
  7. H. H. Bui, S. Venkatesh and D. Kieronska (1995) Constructing hierarchical abstraction for qualitative representations of space and time. Australian Journal of Intelligent Information Processing Systems, 2(3): 36-45.

Refereed Conference/Workshop papers

  1. T. Duong, H. H. Bui, D. Phung and S. Venkatesh (2005) Activity recognition and abnormality detection with the switching hidden semi-Markov models. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR-2005). San Diego, CA, June 2005.
  2. N. Nguyen, D. Phung, S. Venkatesh and H. H. Bui (2005) Learning and detecting activities from movement trajectories using the hierarchical hidden Markov models. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR-2005). San Diego, CA, June 2005.
  3. H. H. Bui, P. Q. Dinh and S. Venkatesh (2004) Hierarchical hidden Markov models with general state hierarchy. Nineteenth National Conference on Artificial Intelligence (AAAI-2004), San Jose, CA, July 2004.
  4. H. H. Bui (2003) A general model for online probabilistic plan recognition. IJCAI-2003, International Joint Conference on Artificial Intelligence. Acapulco, Mexico.
  5. N. T. Nguyen, H. H. Bui, S. Venkatesh and G. West (2003) Recognising and monitoring high-level behaviours in complex spatial environments. IEEE International Conference on Computer Vision and Pattern Recognition (CVPR-2003). Madison, Wiscosin, USA.
  6. S. Luhr, H. H. Bui, S. Venkatesh and G. West (2003) Recognition of human activity through hierarchical stochastic learning. IEEE International Conference on Pervasive Computing and Communications. Texas, USA.
  7.  P. Peursum, S. Venkatesh, G. West and H. H. Bui (2003) Object labelling from human action recognition. IEEE International Conference on Pervasive Computing and Communications. Texas, USA.
  8. B. Adams, C. Dorai, S. Venkatesh and H. H. Bui (2003) Indexing narrative structure and semantics in motion pictures with a probabilistic framework. IEEE International Conference on Multimedia and Expo (ICME-2003). Baltimore, MD, USA.
  9. H. H. Bui (2002) Efficient approximate inference for online probabilistic plan recognition. AAAI Fall Symposium on Intent Inference for Users, Teams and Adversaries. Falmouth, MA, USA.
  10. G. Chambers, S. Venkatesh, G. West and H. H. Bui (2002) Hierarchical recognition of intentional human gestures for sports video annotation. International Conference on Pattern Recognition (ICPR-2002). Quebec, Canada.
  11. N. T. Nguyen, S. Venkatesh, G. West and H. H. Bui (2002) Hierarchical monitoring of people's behaviours in complex environment using multiple cameras. International Conference on Pattern Recognition (ICPR-2002). Quebec, Canada.
  12. N. T. Nguyen, S. Venkatesh, G. West and H. H. Bui (2002) Coordination of multiple cameras to track multiple people. Fifth Asian Conference on Computer Vision (ACCV-2002). Melbourne, Australia.
  13. H. H. Bui (2001) Abstract Hidden Markov Models for online probabilistic plan recognition. AAAI Fall Symposium on Intent Inference for Collaborative Tasks. Falmouth, MA, USA.
  14. H. H. Bui, S. Venkatesh and G. West (2000) On the recognition of abstract Markov policies. AAAI-2000, Seventeenth National Conference on Artificial Intelligence, Austin, Texas, August 2000.
  15. H. H. Bui, S. Venkatesh and G. West (2000) A probabilistic framework for tracking in wide-area environments. ICPR-2000, International Conference on Pattern Recognition. Barcelona, September 2000.
  16. H. H. Bui, S. Venkatesh and G. West (1999) Probabilistic querying at multiple levels of abstraction in large spatial domains. Fifth Biennial Conference on Digital Image Computing: Techniques and Applications (DICTA-99), pages 285-289. Perth, December 1999.
  17. H. H. Bui, D. Kieronska and S. Venkatesh (1997) Optimal communication among team members. Tenth Australian Joint Conference on Artificial Intelligence, (AI-97), Perth, December 1997. Also in Advanced Topics in Artificial Intelligence, A. Sattar (eds), Lecture Notes in Artificial Intelligence, vol 1342, pages 116-126. Springer-Verlag.
  18. H. H. Bui, D.Kieronska and S.Venkatesh (1996) Learning other agents' preferences in multiagent negotiation. AAAI-96, Thirteenth National Conference on Artificial Intelligence, Portland, Oregon, August 1996.
  19. H. H. Bui, D.Kieronska and S.Venkatesh (1996) Negotiating agents that learn about others' preferences. AAAI Spring Symposium on Adaptation, Co-evolution and Learning in Multiagent Systems. Stanford University, March 1996.
  20. H. H. Bui, S. Venkatesh and D. Kieronska (1995) A multi-agent incremental negotiation scheme for meetings scheduling. ANZIIS-95, the Third Australian and New Zealand Conference on Intelligent Information Systems, Perth, WA, Australia.
  21. H. H. Bui, S. Venkatesh and D. Kieronska (1994) A formal framework for qualitative knowledge representations. ICARCV 1994, the Third International Conference on Automation, Robotics and Computer Vision, pp. 846-851.





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