OREGON STATE UNIVERSITY

You are here

Biblio

Found 92 results
Filters: Author is Fern, Alan  [Clear All Filters]
2006
Fern, A., R. Givan, B. Falsafi, and T. N. Vijaykumar, "Dynamic feature selection for hardware prediction", Journal of Systems Architecture, vol. 52, issue 4, pp. 213 - 234, 04/2006.
IJCAII-JAIR Best Paper Prize (Runner Up)
Parker, C., A. Fern, and P. Tadepalli, "Gradient boosting for sequence alignment", National Conference on Artificial Intelligence (AAAI-2006), Boston, MA, AAAI Press, pp. 452–457, 07/2006.
Yoon, S., A. Fern, and R. Givan, "Learning Heuristic Functions from Relaxed Plans", International Conference on Automated Planning and Scheduling (ICAPS-2006), The English Lake District, Cumbria, UK, AAAI Press, 06/2006.
Fern, A., and R. Givan, "Sequential inference with reliable observations: Learning to construct force-dynamic models", Artificial Intelligence, vol. 170, issue 14-15, pp. 1081 - 1122, 10/2006.
2005
Natarajan, S., P. Tadepalli, T. G. Dietterich, and A. Fern, "Learning first-order probabilistic models with combining rules", Proceedings of the 22nd International Conference on Machine Learning, Bonn, Germany, 08/2005.
Yoon, S., A. Fern, and R. Givan, "Learning measures of progress for planning domains", National Conference on Artificial Intelligence (AAAI-2005), Pittsburgh, PA, AAAI Press, pp. 1217–1222, 07/2005.
Fern, A., "A Simple-Transition Model for Relational Sequences", International Joint Conference on Artificial Intelligence (IJCAI-2005), Edinburgh, Scotland, pp. 696-701, 07/2005.
2004
Fern, A., S. Yoon, and R. Givan, "Learning Domain-Specific Control Knowledge from Random Walks", International Conference on Automated Planning and Scheduling (ICAPS-2004), Whistler, British Columbia, Canada, AAAI Press, pp. 191–199, 06/2004.
Fern, A., "Learning Models and Formulas of a Temporal Event Logic", Computer science, vol. Ph.D. : Purdue University, 2004.
Fern, A., and R. Givan, "Relational sequential inference with reliable observations", International Conference on Machine Learning (ICML-2004), Banff, Alberta, Canada, ACM Press, pp. 35, 06/2004.
2003
Fern, A., S. Yoon, and R. Givan, "Approximate Policy Iteration with a Policy Language Bias", Advances in Neural Information Processing Systems 16 (NIPS-2003), Whistler, British Columbia, Canada, MIT Press, 12/2003.
Fern, A., and R. Givan, "Online Ensemble Learning: An Empirical Study", Machine Learning Journal (MLJ), vol. 53, issue 1/2, pp. 71 - 109, 10/2003.
2002
Yoon, S., A. Fern, and R. Givan, "Inductive Policy Selection for First-Order Markov Decision Processes", Eighteenth Conference on Uncertainty in Artificial Intelligence (UAI-2002), Edmonton, Alberta, Canada, Morgan Kaufmann, pp. 568–576, 08/2002.
Fern, A., J M. Siskind, and R. Givan, "Learning temporal, relational, force-dynamic event definitions from video", Eighteenth National Conference on Artificial Intelligence (AAAI-2002), Edmonton, Alberta, Canada, American Association for Artificial Intelligence, pp. 159–166, 07/2002.
Fern, A., R. Givan, and J M. Siskind, "Specific-to-general learning for temporal events", Eighteenth National Conference on Artificial Intelligence (AAAI-2002), Edmonton, Alberta, Canada, American Association for Artificial Intelligence, pp. 152–158, 07/2002.
Fern, A., R. Givan, and J M. Siskind, "Specific-to-general learning for temporal events with application to learning event definitions from video", Journal of Artificial Intelligence Research (JAIR), vol. 17, , USA, AI Access Foundation, pp. 379–449, 12/2002.
2000
Fern, A., and R. Givan, "Online Ensemble Learning: An Empirical Study", Seventeenth International Conference on Machine Learning (ICML-2000), Stanford, CA, pp. 279-286, 07/2000.

Pages