Publications in 1997

1.	A. Grove, R. Greiner, A. Kogan. "Knowing What doesn't Matter: Exploiting the Omission of Irrelevant Data". Artificial Intelligence (AIJ), 97(1-2), pp 345--380, December 1997.

2.	I. Parsons, R. Uruan, J. Schaeffer, D. Szafron. "PI/OT: Parallel I/O Templates". Parallel Computing, 13(5), pp 561-562, June 1997.

3.	D. Schuurmans. "Characterizing Rational Versus Exponential Learning Curves". Journal of Computer System Sciences, 55(1), pp 140-160, March 1997.

4.	R. Sutton. "On the Significance of Markov Decision Processes". Artificial Neural Networks - ICANN'97, (ed: W. Gerstner, A Germond, M. Hasler, J-D Nicoud), pp 273-282, January 1997.

5.	D. Subramanian, R. Greiner, J. Pearl. "The Relevance of Relevance". Artificial Intelligence (AIJ), 97(1--2), pp 1--8, December 1997.

J. Han, J. Chiang, S. Chee, J. Chen, Q. Chen, S. Cheng, W. Gong, M. Kamber, K. Koperski, G. Liu, Y. Lu, N. Stefanovic, L. Winstone, B. Xia, O. Zaiane, S. Zhang, H. Zhu. "DBMiner: A System for Data Mining in Relational Databases and Data Warehouses'". CASCON: Meeting of Minds, Toronto, Canada, pp 249-260, November 1997.

7.	O. Zaiane, A. Fall, S. Rochefort, V. Dahl, P. Tarau. "On-Line Resource Discovery Using Natural Language". Computer-Assisted Searching on the Internet (RIAO), Montreal, Canada, pp 336-355, November 1997.

8.	M. Ghavamzadeh, C. Lucas, S. Arani. "Forecasting the International Oil and Gold Prices Using Artificial Neural Networks". September 1997.

9.	A. McGovern, R. Sutton, A. Fagg. "Roles of Macro-Actions in Accelerating Reinforcement Learning". Grace Hopper Celebration of Women in Computing, pp 13-17, September 1997.

10.	R. Greiner, A. Grove, D. Schuurmans. "Learning Bayesian Nets that Perform Well". Conference on Uncertainty in Artificial Intelligence (UAI), Providence, Rhode Island, August 1997.

11.	D. Precup, R. Sutton. "Exponentiated Gradient Methods for Reinforcement Learning". International Conference on Machine Learning (ICML), Nashville, pp 272-277, July 1997.

12.	D. Precup, R. Sutton. "Multi-Time Models for Reinforcement Learning". International Conference on Machine Learning (ICML), Nashville, July 1997.

13.	T. Scheffer, R. Greiner, C. Darken. "Why Experimentation can be better than `Perfect Guidance'". International Conference on Machine Learning (ICML), Nashville, July 1997.

14.	A. Grove, N. Littlestone, D. Schuurmans. "General Convergence Results for Linear Discriminant Updates". Conference on Learning Theory (COLT), June 1997.

15.	D. Precup, R. Sutton, S. Singh. "Planning with Closed-Loop Macro Actions". National Conference on Artificial Intelligence (AAAI), Providence, Rhode Island, pp 73-76, May 1997.

16.	D. Schuurmans. "A New Metric-Based Approach to Model Selection". National Conference on Artificial Intelligence (AAAI), Providence, Rhode Island, January 1997.

17.	D. Schuurmans, L. Ungar, D. Foster. "Characterizing the Generalization Performance of Model Selection Strategies". International Conference on Machine Learning (ICML), Nashville, January 1997.

18.	O. Zaiane, A. Fall, S. Rochefort, V. Dahl, P. Tarau. "Concept-Based Retrieval Using Controlled Natural Language". International Workshop on Application of Natural Language to Information Systems, pp 11-26, June 1997.

19.	R. Greiner, D. Schuurmans. "Fast Distribution-Specific Learning". Computational Learning Theory and Natural Learning Systems, MIT Press, 4, pp 155-167, August 1997.

20.	D. Schuurmans, R. Greiner. "Learning to Classify Incomplete Examples". Computational Learning Theory and Natural Learning Systems, MIT Press, 4, pp 87-105, May 1997.

21.	D. Precup, R. Sutton, S. Singh. "Notes". National Conference on Artificial Intelligence (AAAI), Providence, Rhode Island, January 1997.

22.	R. Greiner, A. Grove, D. Schuurmans. "On Learning Hierarchical Classifications". Value of Information in Inference, Learning and Decision-Making, January 1997.

23.	D. McKeown, M. Bowling, E. Bulwinkle, S. Cochran, S. Ford, W. Harvey, D. Kalp, C. McGlone, J. McMahill, P. Michael, J. Schufelt, D. Yocum. "Research in image understanding and automated cartography:1995-1996". Technical Report, Carnegie Mellon University, January 1997.

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