Machine Learning, Volume 35, 1999

Volume 35, Number 1, April 1999

• Geoffrey I. Webb, Jason Wells, Zijian Zheng: An Experimental Evaluation of Integrating Machine Learning with Knowledge Acquisition. 5-23
• Boris Mirkin: Concept Learning and Feature Selection Based on Square-Error Clustering. 25-39
• David Wolpert, William G. Macready: An Efficient Method To Estimate Bagging's Generalization Error. 41-55
• Roni Khardon: Learning to Take Actions. 57-90

Volume 35, Number 2, May 1999

• Roni Khardon, Dan Roth: Learning to Reason with a Restricted View. 95-116
• Nicolas Meuleau, Paul Bourgine: Exploration of Multi-State Environments: Local Measures and Back-Propagation of Uncertainty. 117-154
• Eric B. Baum: Toward a Model of Intelligence as an Economy of Agents. 155-185

Volume 35, Number 3, June 1999

• John Shawe-Taylor: Introducing the Special Issue of Machine Learning Selected from Papers Presented at the 1997 Conference on Computational Learning Theory, COLT'97. 191-192
• Avrim Blum, Adam Kalai: Universal Portfolios With and Without Transaction Costs. 193-205
• Víctor Dalmau: A Dichotomy Theorem for Learning Quantified Boolean Formulas. 207-224
• Dimitris Bertsimas, David Gamarnik, John N. Tsitsiklis: Estimation of Time-Varying Parameters in Statistical Models: An Optimization Approach. 225-245
• V. G. Vovk: Derandomizing Stochastic Prediction Strategies. 247-282