5. ML 1988: Ann Arbor, Michigan, USA
John E. Laird:
Machine Learning, Proceedings of the Fifth International Conference on Machine Learning, Ann Arbor, Michigan, USA, June 12-14, 1988. Morgan Kaufmann 1988, ISBN 0-934613-64-8
Empirical Learning



Douglas H. Fisher, Jeffrey C. Schlimmer:
Concept Simplification and Prediction Accuracy. ML 1988: 22-28


Peter C. Cheeseman, James Kelly, Matthew Self, John C. Stutz, Will Taylor, Don Freeman:
AutoClass: A Bayesian Classification System. ML 1988: 54-64
Wayne Iba, James Wogulis, Pat Langley:
Trading Off Simplicity and Coverage in Incremental concept Learning. ML 1988: 73-79
Jarryl Wirth, Jason Catlett:
Experiments on the Costs and Benefits of Windowing in ID3. ML 1988: 87-99
Jie Cheng, Usama M. Fayyad, Keki B. Irani, Zhaogang Qian:
Improved Decision Trees: A Generalized Version of ID3. ML 1988: 100-106
Ming Tan, Larry J. Eshelman:
Using Weighted Networks to Represent Classification Knowledge in Noisy Domains. ML 1988: 121-134
Genetic Learning


Rich Caruana, J. David Schaffer:
Representation and Hidden Bias: Gray vs. Binary Coding for Genetic Algorithms. ML 1988: 153-161
Adrian V. Sannier II, Erik D. Goodman:
Midgard: A Genetic Approach to Adaptive Load Balancing for Distributed Systems. ML 1988: 174-180
Connectionist Learning
Edward J. Wisniewski, James A. Anderson:
Some Interesting Properties of a Connectionist Inductive Learning System. ML 1988: 181-187


Explanation-Based Learning


Sridhar Mahadevan, Prasad Tadepalli:
On the Tractability of Learning from Incomplete Theories. ML 1988: 235-241
Shankar A. Rajamoney, Gerald DeJong:
Active Explanation Reduction: An Approach to the Multiple Explanations Problem. ML 1988: 242-255
William W. Cohen:
Generalizing Number and Learning from Multiple Examples in Explanation Based Learning. ML 1988: 256-269
Kenneth A. De Jong, Alan C. Schultz:
Using Experience-Based Learning in Game Playing. ML 1988: 284-290
Integrated Explanation-Based and Empirical Learning


Francesco Bergadano, Attilio Giordana:
A Knowledge Intensive Approach to Concept Induction. ML 1988: 305-317
Case-Based Learning
Machine Discovery

Stephen Muggleton, Wray L. Buntine:
Machine Invention of First Order Predicates by Inverting Resolution. ML 1988: 339-352
Brian Falkenhainer, Shankar A. Rajamoney:
The Interdependencies of Theory Formation, Revision, and Experimentation. ML 1988: 353-366

Formal Models of Concept Learning
Experimental Results in Machine Learning

Claude Sammut:
Experimental Results from an Evaluation of Algorithms that Learn to Control Dynamic Systems. ML 1988: 437-443
Michael D. Erickson, Jan M. Zytkow:
Utilizing Experience for Improving the Tactical Manager. ML 1988: 444-450



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