B652 Candidate Papers for Class Presentations

This page lists candiate papers for student presentations. The number presented will be adjusted based on final enrollment. If you are especially interested in a relevant area not covered here, please discuss it with me; I'm happy to shape the coverage based on class interests.

Note that the presentations are to cover a topic, rather than simply a paper. The papers will be read by everyone in the class to give background and a common starting point, from which the presenters will build to clarify questions, give their own perspectives, and go beyond the paper.

  1. Lau, T., Domingos, P., and Weld, D. Version Space Algebra and its Application to Programming by Demonstration. Proceedings of ICML 2000.
  2. Ling, C., Yang, Q, Wang, J, and Zhang, S. Decision Trees with Minimal Costs. Proceedings of ICML 2004.
  3. Domingos, P. and Hulten, G. Mining High-Speed Data Streams, Proceedings of the Sixth International Conference on Knowledge Discovery and Data Mining (pp. 71-80), 2000. Boston, MA: ACM Press.
  4. DeJong, G. Toward Robust Real-World Inference: A New Perspective on Explanation-Based Learning, Proceedings of ECML 2006. (Available from Springer Link, using IU's site license.)
  5. Nicolescu, M., and Mataric, M. Task Learning Through Imitation and Human-Robot Interaction, in Models and Mechanisms of Imitation and Social Learning in Robots, Humans and Animals: Behavioural, Social and Communicative Dimensions, Kerstin Dautenhahn and Chrystopher Nehaniv Eds., 2005.
  6. Gupta, K.M., Aha, D., and Moore, P. Learning Feature Taxonomies for Case Indexing. Proceedings of ECCBR 2004. (Available from Springer Link, using IU's site license.)
  7. Coyle, L., and Cunningham, P. Improving Recommendation Ranking by Learning Personal Feature Weights Proceedings of ECCBR 2004.
  8. R. Ros, M. Veloso, Retrieving and Reusing Game Plays for Robot Soccer Proceedings of ECCBR 2006
  9. R. Ros, Josep Lluis Arcos, Acquiring a Robust Case Base for the Robot Soccer Domain", Proceedings of IJCAI 2007 (in press)
  10. Weber, J. and Pollack, M. Entropy-Driven Online Active Learning for Interactive Calendar Proceedings of IUI 2007 (in press).
  11. Cox, M. Perpetual Self-Aware Cognitive Agents, AI Magazine (in press).