186
Voted
COLT
15 years 7 months ago
1994 Springer 
Inductive Logic Programming (ILP) involves the construction of first-order definite clause theories from examples and background knowledge. Unlike both traditional Machine Learnin...
154
Voted
ECML
15 years 7 months ago
1994 Springer
In the context of machine learning from examples this paper deals with the problem of estimating the quality of attributes with and without dependencies among them. Kira and Rendel...
152
click to vote
ICML
15 years 7 months ago
1994 IEEE
Conservation of information (COI) popularized by the no free lunch theorem is a great leveler of search algorithms, showing that on average no search outperforms any other. Yet in ...
149
Voted
ALT
15 years 7 months ago
1994 Springer 
Most studies modeling inaccurate data in Gold style learning consider cases in which the number of inaccuracies is finite. The present paper argues that this approach is not reaso...
140
Voted
ICML
15 years 7 months ago
1994 IEEE
Model selection is important in many areas of supervised learning. Given a dataset and a set of models for predicting with that dataset, we must choose the model which is expected...
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Machine Learning