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ICML
1991
IEEE
15 years 7 months ago
Learning Qualitative Models of Dynamic Systems
Ivan Bratko, Stephen Muggleton, Alen Varsek
ECML
1991
Springer
15 years 7 months ago
Semi-Naive Bayesian Classifier
1 A novel semi-naive Bayesian classifier is introduced that is particularly suitable to data with many attributes. The naive Bayesian classifier is taken as a starting point and co...
Igor Kononenko
COLT
1991
Springer
15 years 7 months ago
Learning Probabilistic Read-Once Formulas on Product Distributions
Abstract. This paper presents a polynomial-time algorithm for inferring a probabilistic generalization of the class of read-once Boolean formulas over the usual basis {AND,OR,NOT}....
Robert E. Schapire
147
Voted
COLT
1991
Springer
15 years 7 months ago
The Role of Learning in Autonomous Robots
Applications of learning to autonomous agents (simulated or real) have often been restricted to learning a mapping from perceived state of the world to the next action to take. Of...
Rodney A. Brooks
Machine Learning
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