List of Papers - You may select your presentation/project topics from this list (More papers will be added as the semester progresses)

Bayesian Networks and Ontology/Knowledge Managment

  • Zhongli Ding and Yun Peng, “A probabilistic extension to ontology language OWL,” System Sciences, 2004. Proceedings of the 37th Annual Hawaii International Conference on, 2004, p. 10 pp.
  • H. Zheng, B. Kang, and H. Kim, “An Ontology-Based Bayesian Network Approach for Representing Uncertainty in Clinical Practice Guidelines,” Uncertainty Reasoning for the Semantic Web I: ISWC International Workshops, URSW 2005-2007, Revised Selected and Invited Papers, Springer-Verlag, 2008, pp. 161-173.
  • K. McGarry, S. Garfield, and S. Wermter, “Auto-Extraction, Representation and Integration of a Diabetes Ontology Using Bayesian Networks,” Computer-Based Medical Systems, 2007. CBMS '07. Twentieth IEEE International Symposium on, 2007, pp. 612-617.
  • A. DEVITT, B. Danev, and K. Matusikova, “Constructing Bayesian Networks Automatically using Ontologies,” Applied Ontology, vol. 1, 2006.
  • Kwang-Eun Ko and Kwee-Bo Sim, “Development of context aware system based on Bayesian network driven context reasoning method and ontology context modeling,” Control, Automation and Systems, 2008. ICCAS 2008. International Conference on, 2008, pp. 2309-2313.
  • B. Andrea and T. Franco, “Extending ontology queries with Bayesian network reasoning,” Intelligent Engineering Systems, 2009. INES 2009. International Conference on, 2009, pp. 165-170.
  • F. Colace and M. De Santo, “Ontology for E-Learning: A Bayesian Approach,” Education, IEEE Transactions on, vol. PP, 2009, p. 1.
  • S. Fenz, A. Tjoa, and M. Hudec, “Ontology-Based Generation of Bayesian Networks,” Complex, Intelligent and Software Intensive Systems, 2009. CISIS '09. International Conference on, 2009, pp. 712-717.
  • Jie, Juanzi, Bangyong, Xiaotong, Yi, and Kehong, “Using Bayesian decision for ontology mapping,” Web Semantics, vol. 4, Dec. 2006, pp. 243-262.
  • L.C. van der Gaag, H.J. Tabachneck-Schijf, and P.L. Geenen, “Verifying monotonicity of Bayesian networks with domain experts,” International Journal of Approximate Reasoning, vol. 50, Mar. 2009, pp. 429-436.

Bayesian Networks and Wireless Networks

  • M. Momani, S. Challa, and R. Alhmouz, “BNWSN: Bayesian network trust model for wireless sensor networks,” Communications, Computers and Applications, 2008. MIC-CCA 2008. Mosharaka International Conference on, 2008, pp. 110-115.
  • S. Lo, C. Wu, and Y. Chung, “Cooperative Localization with Pre-Knowledge Using Bayesian Network for Wireless Sensor Networks,” Proceedings of the 2007 International Conference on Parallel Processing Workshops, IEEE Computer Society, 2007, p. 69.

Bayesian Networks and Robots
  • H. Zhou and S. Sakane, “Mobile robot localization using active sensing based on Bayesian network inference,” Robot. Auton. Syst., vol. 55, 2007, pp. 292-305.
  • E. Lazkano, B. Sierra, A. Astigarraga, and J.M. Martínez-Otzeta, “On the use of Bayesian Networks to develop behaviours for mobile robots,” Robot. Auton. Syst., vol. 55, 2007, pp. 253-265.
  • H. Zhou and S. Sakane, “Sensor planning for mobile robot localization using Bayesian network representation and inference,” Intelligent Robots and System, 2002. IEEE/RSJ International Conference on, 2002, pp. 440-446 vol.1.
  • E. Lazkano, B. Sierra, I. Rano, and I. Zarauz, Door crossing behavior for a mobile robot using Bayesian Networks.