Publications in 1998
In Journal (refereed)
| 1. | J. Santamaria, R. Sutton, A. Ram. "Experiments With Reinforcement Learning in Problems With Continuous State and Action Spaces". Adaptive Behavior, 2, pp 163-218, January 1998.   |
| 2. | M. Kubat, R. Holte, S. Matwin. "Machine Learning for the Detection of Oil Spills in Satellite Radar Images". Machine Learning Journal (MLJ), 30(2-3), pp 195-216, January 1998. |
In Conference (refereed)
| 3. | O. Zaiane, J. Han, Z. Li, J. Hou. "Mining Multimedia Data". CASCON: Meeting of Minds, Toronto, Canada, pp 83-96, November 1998. |
| 4. | A. Grove, D. Schuurmans. "Boosting in the limit: Maximizing the margin of learned ensembles". National Conference on Artificial Intelligence (AAAI), June 1998. |
| 5. | O. Zaiane, J. Han, Z. Li, S. Chee, J. Chiang. "MultimediaMiner: A System Prototype for Multimedia Data Mining". ACM-SIGMOD International Conference on Management of Data (SIGMOD), Seattle, United States, pp 581-583, June 1998. |
| 6. | J. Martin, R. Holte. "Searching for Content-Based Addresses on the World-Wide Web". DL, pp 299-300, June 1998. |
| 7. | O. Zaiane, M. Xin, J. Han. "Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs". Advances in Digital Libraries, Santa Barbara, USA, pp 19-29, April 1998. |
| 8. | R. Sutton, D. Precup, S. Singh. "Intra-Option Learning About Temporally Abstract Actions". International Conference on Machine Learning (ICML), Madison, Wisconsin USA, pp 556-564, January 1998. |
| 9. | D. Precup, R. Sutton. "Multi-Time Models for Temporally Abstract Planning". Neural Information Processing Systems (NIPS), Denver, CO, USA, pp 1050-1056, January 1998.  |
| 10. | D. Precup, R. Sutton, S. Singh. "Theoretical Results on Reinforcement Learning With Temporally Abstract Options". European Conference on Machine Learning (ECML), Chemnitz, Germany, pp 382-393, January 1998. |
In Workshop
| 11. | O. Zaiane, J. Han. "WebML: Querying the World-Wide Web for Resources and Knowledge". Workshop on Web Information and Data Management (WIDM), pp 9-12, November 1998. |
| 12. | M. Bowling, M. Veloso. "Reusing Learned Policies Between Similar Problems". AI*IA-98 Workshop on New Trends in Robotics, October 1998. |
| 13. | Z. Li, O. Zaiane. "C-BIRD: Content-Based Image Retrieval from Image Repositories Using Chromaticity and Recognition Kernel". International Workshop on Storage and Retrieval Issues in Image and Multimedia Databases, pp 361-366, August 1998. |
| 14. | A. McGovern, D. Precup, B. Ravindran, S. Singh, R. Sutton. "Hierarchical Optimal Control of MDPs". Yale Workshop on Adaptive and Learning Systems, pp 186-191, January 1998. |
Other Categories
| 15. | A. McGovern, R. Sutton. "Macro-Actions in Reinforcement Learning: An Empirical Analysis". Technical Report, January 1998. |
| 16. | R. Sutton, A. Barto. "Reinforcement Learning: An Introduction". MIT Press, January 1998. |
