Publications in Venue "MLJ"
1. | A. Antos, C. Szepesvari, R. Munos. "Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path". Machine Learning Journal (MLJ), June 2007. |
2. | C. Drummond, R. Holte. "Cost Curves: An Improved Method for Visualizing Classifier Performance". Machine Learning Journal (MLJ), 65(1), pp 95-130, October 2006. |
3. | L. Kocsis, C. Szepesvari. "Universal Parameter Optimisation in Games Based on SPSA". Machine Learning Journal (MLJ), 63, pp 249-286, January 2006. |
4. | S. Wang, D. Schuurmans, F. Peng, Y. Zhao. "Combining Statistical Language Models Via the Latent Maximum Entropy Principle". Machine Learning Journal (MLJ), 60(1-3), pp 229-250, September 2005. |
5. | R. Greiner, X. Su, B. Shen, W. Zhou. "Structural Extension to Logistic Regression: Discriminative Parameter Learning of Belief Net Classifiers". Machine Learning Journal (MLJ), (ed: P. Larranaga, J.A. Lozano, J.M. Pena, I. Inza), 59(3), pp 297--322, June 2005. |
6. | L. Nada, H. Motoda, T. Fawcett, R. Holte, P. Langley, P. Adriaans. "Introduction: Lessons Learned from Data Mining Applications and Collaborative Problem Solving". Machine Learning Journal (MLJ), pp 13-34, January 2004. |
7. | D. Schuurmans, F. Southey. "Metric-Based Methods for Adaptive Model Selection and Regularization". Machine Learning Journal (MLJ), 48(1-3), pp 51-84, January 2002. |
8. | A. Grove, N. Littlestone, D. Schuurmans. "General Convergence Results for Linear Discriminant Updates". Machine Learning Journal (MLJ), 43(3), pp 179-210, December 2001. |
9. | 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. |
10. | S. Singh, R. Sutton. "Reinforcement Learning With Replacing Eligibility Traces". Machine Learning Journal (MLJ), (22), pp 123-158, January 1996. |
11. | R. Holte. "Very Simple Classification Rules Perform Well on Most Commonly Used Datasets". Machine Learning Journal (MLJ), 11, pp 63-91, January 1993. |
12. | R. Sutton. "Introduction: The Challenge of Reinforcement Learning". Machine Learning Journal (MLJ), (ed: R.Sutton), 8(3-4), pp 225-227, January 1992. |
13. | R. Greiner, B. Silver, S. Becker, M. Gruninger. "A Review of Machine Learning papers of AAAI-87". Machine Learning Journal (MLJ), 3(1), pp 79-92, August 1988. |
14. | R. Sutton. "Learning to Predict by the Methods of Temporal Differences". Machine Learning Journal (MLJ), 3(1), pp 9-44, January 1988. |